{
  "id": "ed_certification_batch_011_review_v1",
  "snapshot_id": "snapshot_2026_06_03_10000_records",
  "generated_at": "2026-06-03",
  "review_batch_id": "ed_certification_batch_011",
  "source_batch_id": "ed_dataset_batch_001",
  "status": "bounded_internal_source_to_record_review",
  "certification_standard_version": "certification_rules_v1",
  "selection_method": "Frozen from the existing ED Batch 011 review artifact so repeated generation cannot silently expand the certified set.",
  "method": "Deterministic Batch 011 review for ED Campus Safety dataset records. It uses current event fields, the ED source-cell provenance audit, and certification_rules_v1 gates. Matched source cells are necessary but not sufficient for certification.",
  "public_claim_limit": "This artifact is internal source-to-record review. It must not be described as third-party review, endorsement, ranking, prevalence measurement, safety scoring, severity scoring, or legal finding.",
  "completion_rule": "Every included record receives a visible status. A certified status requires every gate to pass and an explicit batch-review certification basis; unresolved source-cell locators are blocked.",
  "totals": {
    "records": 250,
    "certified": 247,
    "not_certified": 0,
    "blocked": 3,
    "awaiting_review": 0
  },
  "status_counts": {
    "certified": 247,
    "blocked": 3
  },
  "open_gate_counts": {
    "rationale_specificity": 3,
    "source_locator_specificity": 3
  },
  "provenance_status_counts": {
    "matched": 247,
    "unmatched": 3
  },
  "records": [
    {
      "event_id": "evt_2026_3253",
      "school_id": "washington_university_in_st_louis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3710,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3710",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3710 > column INTIM_RAC23 > cell IO3710"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3710 in Residencehallhate222324.xlsx, sheet1 row 3710, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_university_in_st_louis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3710 > column INTIM_RAC23 > cell IO3710. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3253/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3253",
      "challenge_url": "/challenge/?record=evt_2026_3253"
    },
    {
      "event_id": "evt_2026_3255",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4623,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4623",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4623 > column VANDAL_REL23 > cell IY4623"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY4623 in Residencehallhate222324.xlsx, sheet1 row 4623, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4623 > column VANDAL_REL23 > cell IY4623. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3255/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3255",
      "challenge_url": "/challenge/?record=evt_2026_3255"
    },
    {
      "event_id": "evt_2026_3256",
      "school_id": "plymouth_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3888,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC3888",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3888 > column VANDAL_REL22 > cell EC3888"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC3888 in Residencehallhate222324.xlsx, sheet1 row 3888, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id plymouth_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3888 > column VANDAL_REL22 > cell EC3888. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3256/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3256",
      "challenge_url": "/challenge/?record=evt_2026_3256"
    },
    {
      "event_id": "evt_2026_3257",
      "school_id": "rutgers_university_new_brunswick",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4001,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4001",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4001 > column VANDAL_REL24 > cell NU4001"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4001 in Residencehallhate222324.xlsx, sheet1 row 4001, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id rutgers_university_new_brunswick.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4001 > column VANDAL_REL24 > cell NU4001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3257/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3257",
      "challenge_url": "/challenge/?record=evt_2026_3257"
    },
    {
      "event_id": "evt_2026_3258",
      "school_id": "cornell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4174,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU4174",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4174 > column INTIM_ET23 > cell IU4174"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IU4174 in Residencehallhate222324.xlsx, sheet1 row 4174, column INTIM_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cornell_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4174 > column INTIM_ET23 > cell IU4174. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3258/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3258",
      "challenge_url": "/challenge/?record=evt_2026_3258"
    },
    {
      "event_id": "evt_2026_3261",
      "school_id": "delaware_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5346,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD5346",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5346 > column VANDAL_ET23 > cell JD5346"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD5346 in Residencehallhate222324.xlsx, sheet1 row 5346, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id delaware_valley_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5346 > column VANDAL_ET23 > cell JD5346. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3261/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3261",
      "challenge_url": "/challenge/?record=evt_2026_3261"
    },
    {
      "event_id": "evt_2026_3262",
      "school_id": "texas_a_and_m_university_college_station",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6324,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6324",
        "cell_value": "3",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6324 > column VANDAL_REL24 > cell NU6324"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU6324 in Residencehallhate222324.xlsx, sheet1 row 6324, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_college_station.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6324 > column VANDAL_REL24 > cell NU6324. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3262/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3262",
      "challenge_url": "/challenge/?record=evt_2026_3262"
    },
    {
      "event_id": "evt_2026_3263",
      "school_id": "emory_and_henry_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6576,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6576",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6576 > column INTIM_RAC22 > cell DS6576"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS6576 in Residencehallhate222324.xlsx, sheet1 row 6576, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id emory_and_henry_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6576 > column INTIM_RAC22 > cell DS6576. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3263/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3263",
      "challenge_url": "/challenge/?record=evt_2026_3263"
    },
    {
      "event_id": "evt_2026_3264",
      "school_id": "landmark_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7313,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS7313",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7313 > column INTIM_RAC22 > cell DS7313"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS7313 in Residencehallhate222324.xlsx, sheet1 row 7313, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id landmark_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7313 > column INTIM_RAC22 > cell DS7313. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3264/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3264",
      "challenge_url": "/challenge/?record=evt_2026_3264"
    },
    {
      "event_id": "evt_2026_3265",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6871,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR6871",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6871 > column INTIM_NAT24 > cell NR6871"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR6871 in Residencehallhate222324.xlsx, sheet1 row 6871, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_washington_seattle_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6871 > column INTIM_NAT24 > cell NR6871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3265/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3265",
      "challenge_url": "/challenge/?record=evt_2026_3265"
    },
    {
      "event_id": "evt_2026_3266",
      "school_id": "viterbo_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7026,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT7026",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7026 > column INTIM_REL22 > cell DT7026"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT7026 in Residencehallhate222324.xlsx, sheet1 row 7026, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id viterbo_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7026 > column INTIM_REL22 > cell DT7026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3266/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3266",
      "challenge_url": "/challenge/?record=evt_2026_3266"
    },
    {
      "event_id": "evt_2026_3268",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1031,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR1031",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_NAT24 > cell NR1031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR1031 in Residencehallhate222324.xlsx, sheet1 row 1031, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_NAT24 > cell NR1031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3268/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3268",
      "challenge_url": "/challenge/?record=evt_2026_3268"
    },
    {
      "event_id": "evt_2026_3269",
      "school_id": "university_of_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1272,
        "column": "AGG_A_GID22",
        "column_letter": "BU",
        "cell": "BU1272",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1272 > column AGG_A_GID22 > cell BU1272"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-gid22",
      "expected_column": "AGG_A_GID22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BU1272 in Residencehallhate222324.xlsx, sheet1 row 1272, column AGG_A_GID22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_florida.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_GID22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-gid22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1272 > column AGG_A_GID22 > cell BU1272. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3269/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3269",
      "challenge_url": "/challenge/?record=evt_2026_3269"
    },
    {
      "event_id": "evt_2026_3270",
      "school_id": "oglethorpe_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1690,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV1690",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1690 > column INTIM_GEN22 > cell DV1690"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV1690 in Residencehallhate222324.xlsx, sheet1 row 1690, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id oglethorpe_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1690 > column INTIM_GEN22 > cell DV1690. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3270/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3270",
      "challenge_url": "/challenge/?record=evt_2026_3270"
    },
    {
      "event_id": "evt_2026_3272",
      "school_id": "university_of_illinois_urbana_champaign",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1880,
        "column": "LAR_T_RAC24",
        "column_letter": "NB",
        "cell": "NB1880",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1880 > column LAR_T_RAC24 > cell NB1880"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rac24",
      "expected_column": "LAR_T_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NB1880 in Residencehallhate222324.xlsx, sheet1 row 1880, column LAR_T_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_illinois_urbana_champaign.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1880 > column LAR_T_RAC24 > cell NB1880. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3272/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3272",
      "challenge_url": "/challenge/?record=evt_2026_3272"
    },
    {
      "event_id": "evt_2026_3273",
      "school_id": "indiana_university_bloomington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2161,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY2161",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2161 > column SIM_A_SEX23 > cell HY2161"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY2161 in Residencehallhate222324.xlsx, sheet1 row 2161, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_bloomington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2161 > column SIM_A_SEX23 > cell HY2161. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3273/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3273",
      "challenge_url": "/challenge/?record=evt_2026_3273"
    },
    {
      "event_id": "evt_2026_3274",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "FOND_REL22",
        "column_letter": "AH",
        "cell": "AH2417",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2417 > column FOND_REL22 > cell AH2417"
      },
      "provenance_status": "matched",
      "code_tag": "fond-rel22",
      "expected_column": "FOND_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AH2417 in Residencehallhate222324.xlsx, sheet1 row 2417, column FOND_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_REL22 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2417 > column FOND_REL22 > cell AH2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3274/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3274",
      "challenge_url": "/challenge/?record=evt_2026_3274"
    },
    {
      "event_id": "evt_2026_3276",
      "school_id": "university_of_maryland_college_park",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2849,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2849",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2849 > column VANDAL_RAC23 > cell IX2849"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX2849 in Residencehallhate222324.xlsx, sheet1 row 2849, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_maryland_college_park.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2849 > column VANDAL_RAC23 > cell IX2849. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3276/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3276",
      "challenge_url": "/challenge/?record=evt_2026_3276"
    },
    {
      "event_id": "evt_2026_3277",
      "school_id": "university_of_michigan_ann_arbor",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3219,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3219",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3219 > column INTIM_RAC24 > cell NK3219"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK3219 in Residencehallhate222324.xlsx, sheet1 row 3219, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_michigan_ann_arbor.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3219 > column INTIM_RAC24 > cell NK3219. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3277/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3277",
      "challenge_url": "/challenge/?record=evt_2026_3277"
    },
    {
      "event_id": "evt_2026_3278",
      "school_id": "northwest_missouri_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3627,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3627",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3627 > column INTIM_RAC23 > cell IO3627"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3627 in Residencehallhate222324.xlsx, sheet1 row 3627, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id northwest_missouri_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3627 > column INTIM_RAC23 > cell IO3627. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3278/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3278",
      "challenge_url": "/challenge/?record=evt_2026_3278"
    },
    {
      "event_id": "evt_2026_3279",
      "school_id": "high_point_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4658,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV4658",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4658 > column INTIM_NAT23 > cell IV4658"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV4658 in Residencehallhate222324.xlsx, sheet1 row 4658, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id high_point_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4658 > column INTIM_NAT23 > cell IV4658. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3279/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3279",
      "challenge_url": "/challenge/?record=evt_2026_3279"
    },
    {
      "event_id": "evt_2026_3281",
      "school_id": "stockton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4040,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4040",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4040 > column INTIM_RAC23 > cell IO4040"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO4040 in Residencehallhate222324.xlsx, sheet1 row 4040, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stockton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4040 > column INTIM_RAC23 > cell IO4040. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3281/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3281",
      "challenge_url": "/challenge/?record=evt_2026_3281"
    },
    {
      "event_id": "evt_2026_3282",
      "school_id": "keuka_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4270,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4270",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4270 > column VANDAL_RAC23 > cell IX4270"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX4270 in Residencehallhate222324.xlsx, sheet1 row 4270, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id keuka_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4270 > column VANDAL_RAC23 > cell IX4270. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3282/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3282",
      "challenge_url": "/challenge/?record=evt_2026_3282"
    },
    {
      "event_id": "evt_2026_3283",
      "school_id": "bowling_green_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4867,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4867",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4867 > column VANDAL_RAC23 > cell IX4867"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX4867 in Residencehallhate222324.xlsx, sheet1 row 4867, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bowling_green_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4867 > column VANDAL_RAC23 > cell IX4867. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3283/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3283",
      "challenge_url": "/challenge/?record=evt_2026_3283"
    },
    {
      "event_id": "evt_2026_3284",
      "school_id": "willamette_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5286,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU5286",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_REL24 > cell NU5286"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU5286 in Residencehallhate222324.xlsx, sheet1 row 5286, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id willamette_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_REL24 > cell NU5286. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3284/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3284",
      "challenge_url": "/challenge/?record=evt_2026_3284"
    },
    {
      "event_id": "evt_2026_3285",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "ARSON_REL23",
        "column_letter": "HO",
        "cell": "HO5353",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5353 > column ARSON_REL23 > cell HO5353"
      },
      "provenance_status": "matched",
      "code_tag": "arson-rel23",
      "expected_column": "ARSON_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HO5353 in Residencehallhate222324.xlsx, sheet1 row 5353, column ARSON_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id drexel_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Arson maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code ARSON_REL23 is for Arson; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in arson-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5353 > column ARSON_REL23 > cell HO5353. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3285/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3285",
      "challenge_url": "/challenge/?record=evt_2026_3285"
    },
    {
      "event_id": "evt_2026_3286",
      "school_id": "texas_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6293,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN6293",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6293 > column INTIM_GEN24 > cell NN6293"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN6293 in Residencehallhate222324.xlsx, sheet1 row 6293, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6293 > column INTIM_GEN24 > cell NN6293. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3286/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3286",
      "challenge_url": "/challenge/?record=evt_2026_3286"
    },
    {
      "event_id": "evt_2026_3289",
      "school_id": "central_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6753,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6753",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6753 > column VANDAL_RAC22 > cell EB6753"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB6753 in Residencehallhate222324.xlsx, sheet1 row 6753, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id central_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6753 > column VANDAL_RAC22 > cell EB6753. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3289/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3289",
      "challenge_url": "/challenge/?record=evt_2026_3289"
    },
    {
      "event_id": "evt_2026_3290",
      "school_id": "university_of_wisconsin_milwaukee",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7072,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB7072",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_RAC22 > cell EB7072"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB7072 in Residencehallhate222324.xlsx, sheet1 row 7072, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_milwaukee.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_RAC22 > cell EB7072. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3290/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3290",
      "challenge_url": "/challenge/?record=evt_2026_3290"
    },
    {
      "event_id": "evt_2026_3291",
      "school_id": "menlo_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 678,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO678",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 678 > column INTIM_RAC23 > cell IO678"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO678 in Residencehallhate222324.xlsx, sheet1 row 678, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id menlo_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 678 > column INTIM_RAC23 > cell IO678. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3291/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3291",
      "challenge_url": "/challenge/?record=evt_2026_3291"
    },
    {
      "event_id": "evt_2026_3292",
      "school_id": "western_colorado_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1045,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1045",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1045 > column INTIM_RAC22 > cell DS1045"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1045 in Residencehallhate222324.xlsx, sheet1 row 1045, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id western_colorado_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1045 > column INTIM_RAC22 > cell DS1045. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3292/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3292",
      "challenge_url": "/challenge/?record=evt_2026_3292"
    },
    {
      "event_id": "evt_2026_3293",
      "school_id": "jacksonville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1336,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1336",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1336 > column VANDAL_RAC24 > cell NT1336"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT1336 in Residencehallhate222324.xlsx, sheet1 row 1336, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id jacksonville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1336 > column VANDAL_RAC24 > cell NT1336. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3293/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3293",
      "challenge_url": "/challenge/?record=evt_2026_3293"
    },
    {
      "event_id": "evt_2026_3294",
      "school_id": "savannah_college_of_art_and_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Multiple workbook rows matched savannah_college_of_art_and_design, VANDAL_REL24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Multiple workbook rows matched savannah_college_of_art_and_design, VANDAL_REL24, and count 1.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id savannah_college_of_art_and_design.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3294/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3294",
      "challenge_url": "/challenge/?record=evt_2026_3294"
    },
    {
      "event_id": "evt_2026_3295",
      "school_id": "waldorf_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2350,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2350",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2350 > column INTIM_RAC23 > cell IO2350"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO2350 in Residencehallhate222324.xlsx, sheet1 row 2350, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id waldorf_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2350 > column INTIM_RAC23 > cell IO2350. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3295/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3295",
      "challenge_url": "/challenge/?record=evt_2026_3295"
    },
    {
      "event_id": "evt_2026_3296",
      "school_id": "school_of_the_art_institute_of_chicago",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1776,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY1776",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1776 > column VANDAL_REL23 > cell IY1776"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY1776 in Residencehallhate222324.xlsx, sheet1 row 1776, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id school_of_the_art_institute_of_chicago.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1776 > column VANDAL_REL23 > cell IY1776. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3296/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3296",
      "challenge_url": "/challenge/?record=evt_2026_3296"
    },
    {
      "event_id": "evt_2026_3297",
      "school_id": "indiana_university_indianapolis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2129,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY2129",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2129 > column SIM_A_SEX23 > cell HY2129"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY2129 in Residencehallhate222324.xlsx, sheet1 row 2129, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_indianapolis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2129 > column SIM_A_SEX23 > cell HY2129. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3297/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3297",
      "challenge_url": "/challenge/?record=evt_2026_3297"
    },
    {
      "event_id": "evt_2026_3298",
      "school_id": "simmons_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3057,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3057",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3057 > column INTIM_REL23 > cell IP3057"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP3057 in Residencehallhate222324.xlsx, sheet1 row 3057, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id simmons_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3057 > column INTIM_REL23 > cell IP3057. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3298/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3298",
      "challenge_url": "/challenge/?record=evt_2026_3298"
    },
    {
      "event_id": "evt_2026_3299",
      "school_id": "albion_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3083,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3083",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3083 > column INTIM_RAC22 > cell DS3083"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS3083 in Residencehallhate222324.xlsx, sheet1 row 3083, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id albion_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3083 > column INTIM_RAC22 > cell DS3083. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3299/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3299",
      "challenge_url": "/challenge/?record=evt_2026_3299"
    },
    {
      "event_id": "evt_2026_3300",
      "school_id": "crowder_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3536,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3536",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3536 > column INTIM_RAC23 > cell IO3536"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3536 in Residencehallhate222324.xlsx, sheet1 row 3536, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id crowder_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3536 > column INTIM_RAC23 > cell IO3536. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3300/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3300",
      "challenge_url": "/challenge/?record=evt_2026_3300"
    },
    {
      "event_id": "evt_2026_3301",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4623,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4623",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4623 > column INTIM_RAC22 > cell DS4623"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS4623 in Residencehallhate222324.xlsx, sheet1 row 4623, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4623 > column INTIM_RAC22 > cell DS4623. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3301/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3301",
      "challenge_url": "/challenge/?record=evt_2026_3301"
    },
    {
      "event_id": "evt_2026_3304",
      "school_id": "marist_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4289,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4289",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4289 > column VANDAL_REL23 > cell IY4289"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY4289 in Residencehallhate222324.xlsx, sheet1 row 4289, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id marist_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4289 > column VANDAL_REL23 > cell IY4289. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3304/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3304",
      "challenge_url": "/challenge/?record=evt_2026_3304"
    },
    {
      "event_id": "evt_2026_3305",
      "school_id": "ohio_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5026,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA5026",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_NAT24 > cell OA5026"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA5026 in Residencehallhate222324.xlsx, sheet1 row 5026, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ohio_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_NAT24 > cell OA5026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3305/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3305",
      "challenge_url": "/challenge/?record=evt_2026_3305"
    },
    {
      "event_id": "evt_2026_3306",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5245,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5245",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_REL23 > cell IY5245"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5245 in Residencehallhate222324.xlsx, sheet1 row 5245, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_REL23 > cell IY5245. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3306/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3306",
      "challenge_url": "/challenge/?record=evt_2026_3306"
    },
    {
      "event_id": "evt_2026_3308",
      "school_id": "st_mary_s_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6272,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR6272",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6272 > column INTIM_NAT24 > cell NR6272"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR6272 in Residencehallhate222324.xlsx, sheet1 row 6272, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_mary_s_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6272 > column INTIM_NAT24 > cell NR6272. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3308/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3308",
      "challenge_url": "/challenge/?record=evt_2026_3308"
    },
    {
      "event_id": "evt_2026_3309",
      "school_id": "george_mason_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6583,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6583",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6583 > column INTIM_REL24 > cell NL6583"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL6583 in Residencehallhate222324.xlsx, sheet1 row 6583, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id george_mason_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6583 > column INTIM_REL24 > cell NL6583. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3309/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3309",
      "challenge_url": "/challenge/?record=evt_2026_3309"
    },
    {
      "event_id": "evt_2026_3310",
      "school_id": "middlebury_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6533,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT6533",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6533 > column INTIM_REL22 > cell DT6533"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT6533 in Residencehallhate222324.xlsx, sheet1 row 6533, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id middlebury_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6533 > column INTIM_REL22 > cell DT6533. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3310/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3310",
      "challenge_url": "/challenge/?record=evt_2026_3310"
    },
    {
      "event_id": "evt_2026_3311",
      "school_id": "washington_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6859,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO6859",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6859 > column INTIM_RAC23 > cell IO6859"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO6859 in Residencehallhate222324.xlsx, sheet1 row 6859, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6859 > column INTIM_RAC23 > cell IO6859. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3311/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3311",
      "challenge_url": "/challenge/?record=evt_2026_3311"
    },
    {
      "event_id": "evt_2026_3312",
      "school_id": "carthage_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6957,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU6957",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6957 > column INTIM_ET23 > cell IU6957"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IU6957 in Residencehallhate222324.xlsx, sheet1 row 6957, column INTIM_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id carthage_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6957 > column INTIM_ET23 > cell IU6957. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3312/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3312",
      "challenge_url": "/challenge/?record=evt_2026_3312"
    },
    {
      "event_id": "evt_2026_3313",
      "school_id": "sonoma_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 905,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO905",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 905 > column INTIM_RAC23 > cell IO905"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO905 in Residencehallhate222324.xlsx, sheet1 row 905, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id sonoma_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 905 > column INTIM_RAC23 > cell IO905. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3313/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3313",
      "challenge_url": "/challenge/?record=evt_2026_3313"
    },
    {
      "event_id": "evt_2026_3314",
      "school_id": "university_of_denver",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 994,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY994",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 994 > column VANDAL_REL23 > cell IY994"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY994 in Residencehallhate222324.xlsx, sheet1 row 994, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_denver.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 994 > column VANDAL_REL23 > cell IY994. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3314/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3314",
      "challenge_url": "/challenge/?record=evt_2026_3314"
    },
    {
      "event_id": "evt_2026_3315",
      "school_id": "florida_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1263,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC1263",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1263 > column SIM_A_SEX22 > cell DC1263"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC1263 in Residencehallhate222324.xlsx, sheet1 row 1263, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id florida_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1263 > column SIM_A_SEX22 > cell DC1263. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3315/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3315",
      "challenge_url": "/challenge/?record=evt_2026_3315"
    },
    {
      "event_id": "evt_2026_3316",
      "school_id": "university_of_georgia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1645,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1645",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1645 > column VANDAL_RAC22 > cell EB1645"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB1645 in Residencehallhate222324.xlsx, sheet1 row 1645, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_georgia.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1645 > column VANDAL_RAC22 > cell EB1645. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3316/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3316",
      "challenge_url": "/challenge/?record=evt_2026_3316"
    },
    {
      "event_id": "evt_2026_3320",
      "school_id": "dean_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2946,
        "column": "VANDAL_ET22",
        "column_letter": "EH",
        "cell": "EH2946",
        "cell_value": "3",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2946 > column VANDAL_ET22 > cell EH2946"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et22",
      "expected_column": "VANDAL_ET22",
      "expected_count": 3,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EH2946 in Residencehallhate222324.xlsx, sheet1 row 2946, column VANDAL_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dean_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2946 > column VANDAL_ET22 > cell EH2946. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3320/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3320",
      "challenge_url": "/challenge/?record=evt_2026_3320"
    },
    {
      "event_id": "evt_2026_3321",
      "school_id": "madonna_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3215,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3215",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3215 > column INTIM_RAC22 > cell DS3215"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS3215 in Residencehallhate222324.xlsx, sheet1 row 3215, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id madonna_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3215 > column INTIM_RAC22 > cell DS3215. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3321/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3321",
      "challenge_url": "/challenge/?record=evt_2026_3321"
    },
    {
      "event_id": "evt_2026_3323",
      "school_id": "university_of_north_carolina_at_chapel_hill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4700,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4700",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4700 > column INTIM_REL24 > cell NL4700"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL4700 in Residencehallhate222324.xlsx, sheet1 row 4700, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_chapel_hill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4700 > column INTIM_REL24 > cell NL4700. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3323/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3323",
      "challenge_url": "/challenge/?record=evt_2026_3323"
    },
    {
      "event_id": "evt_2026_3325",
      "school_id": "seton_hall_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4028,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4028",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4028 > column INTIM_RAC22 > cell DS4028"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS4028 in Residencehallhate222324.xlsx, sheet1 row 4028, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id seton_hall_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4028 > column INTIM_RAC22 > cell DS4028. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3325/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3325",
      "challenge_url": "/challenge/?record=evt_2026_3325"
    },
    {
      "event_id": "evt_2026_3326",
      "school_id": "new_york_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4328,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4328",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_REL23 > cell IP4328"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP4328 in Residencehallhate222324.xlsx, sheet1 row 4328, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id new_york_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_REL23 > cell IP4328. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3326/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3326",
      "challenge_url": "/challenge/?record=evt_2026_3326"
    },
    {
      "event_id": "evt_2026_3328",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5242,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5242",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5242 > column VANDAL_REL23 > cell IY5242"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5242 in Residencehallhate222324.xlsx, sheet1 row 5242, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_oregon.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5242 > column VANDAL_REL23 > cell IY5242. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3328/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3328",
      "challenge_url": "/challenge/?record=evt_2026_3328"
    },
    {
      "event_id": "evt_2026_3329",
      "school_id": "millersville_university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5450,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE5450",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5450 > column VANDAL_NAT23 > cell JE5450"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JE5450 in Residencehallhate222324.xlsx, sheet1 row 5450, column VANDAL_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id millersville_university_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5450 > column VANDAL_NAT23 > cell JE5450. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3329/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3329",
      "challenge_url": "/challenge/?record=evt_2026_3329"
    },
    {
      "event_id": "evt_2026_3330",
      "school_id": "baylor_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6000,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6000",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6000 > column VANDAL_RAC23 > cell IX6000"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6000 in Residencehallhate222324.xlsx, sheet1 row 6000, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id baylor_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6000 > column VANDAL_RAC23 > cell IX6000. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3330/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3330",
      "challenge_url": "/challenge/?record=evt_2026_3330"
    },
    {
      "event_id": "evt_2026_3331",
      "school_id": "james_madison_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6601,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU6601",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6601 > column INTIM_ET23 > cell IU6601"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IU6601 in Residencehallhate222324.xlsx, sheet1 row 6601, column INTIM_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id james_madison_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6601 > column INTIM_ET23 > cell IU6601. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3331/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3331",
      "challenge_url": "/challenge/?record=evt_2026_3331"
    },
    {
      "event_id": "evt_2026_3332",
      "school_id": "university_of_vermont",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6547,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6547",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6547 > column VANDAL_RAC23 > cell IX6547"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6547 in Residencehallhate222324.xlsx, sheet1 row 6547, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_vermont.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6547 > column VANDAL_RAC23 > cell IX6547. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3332/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3332",
      "challenge_url": "/challenge/?record=evt_2026_3332"
    },
    {
      "event_id": "evt_2026_3333",
      "school_id": "university_of_puget_sound",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6823,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC6823",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6823 > column VANDAL_REL22 > cell EC6823"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC6823 in Residencehallhate222324.xlsx, sheet1 row 6823, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_puget_sound.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6823 > column VANDAL_REL22 > cell EC6823. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3333/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3333",
      "challenge_url": "/challenge/?record=evt_2026_3333"
    },
    {
      "event_id": "evt_2026_3334",
      "school_id": "university_of_wisconsin_eau_claire",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7056,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ7056",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7056 > column VANDAL_ET24 > cell NZ7056"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ7056 in Residencehallhate222324.xlsx, sheet1 row 7056, column VANDAL_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_eau_claire.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7056 > column VANDAL_ET24 > cell NZ7056. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3334/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3334",
      "challenge_url": "/challenge/?record=evt_2026_3334"
    },
    {
      "event_id": "evt_2026_3335",
      "school_id": "westmont_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 950,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY950",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 950 > column VANDAL_REL23 > cell IY950"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY950 in Residencehallhate222324.xlsx, sheet1 row 950, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id westmont_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 950 > column VANDAL_REL23 > cell IY950. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3335/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3335",
      "challenge_url": "/challenge/?record=evt_2026_3335"
    },
    {
      "event_id": "evt_2026_3336",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN973",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_GEN24 > cell NN973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_GEN24 > cell NN973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3336/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3336",
      "challenge_url": "/challenge/?record=evt_2026_3336"
    },
    {
      "event_id": "evt_2026_3337",
      "school_id": "jacksonville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1336,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV1336",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1336 > column INTIM_GEN22 > cell DV1336"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV1336 in Residencehallhate222324.xlsx, sheet1 row 1336, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id jacksonville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1336 > column INTIM_GEN22 > cell DV1336. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3337/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3337",
      "challenge_url": "/challenge/?record=evt_2026_3337"
    },
    {
      "event_id": "evt_2026_3340",
      "school_id": "mckendree_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1949,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR1949",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1949 > column INTIM_NAT24 > cell NR1949"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR1949 in Residencehallhate222324.xlsx, sheet1 row 1949, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mckendree_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1949 > column INTIM_NAT24 > cell NR1949. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3340/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3340",
      "challenge_url": "/challenge/?record=evt_2026_3340"
    },
    {
      "event_id": "evt_2026_3341",
      "school_id": "indiana_university_bloomington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2161,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2161",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2161 > column VANDAL_RAC23 > cell IX2161"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX2161 in Residencehallhate222324.xlsx, sheet1 row 2161, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_bloomington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2161 > column VANDAL_RAC23 > cell IX2161. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3341/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3341",
      "challenge_url": "/challenge/?record=evt_2026_3341"
    },
    {
      "event_id": "evt_2026_3344",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4623,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4623",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4623 > column INTIM_REL22 > cell DT4623"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT4623 in Residencehallhate222324.xlsx, sheet1 row 4623, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4623 > column INTIM_REL22 > cell DT4623. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3344/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3344",
      "challenge_url": "/challenge/?record=evt_2026_3344"
    },
    {
      "event_id": "evt_2026_3345",
      "school_id": "rider_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3996,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD3996",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3996 > column VANDAL_ET23 > cell JD3996"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD3996 in Residencehallhate222324.xlsx, sheet1 row 3996, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id rider_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3996 > column VANDAL_ET23 > cell JD3996. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3345/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3345",
      "challenge_url": "/challenge/?record=evt_2026_3345"
    },
    {
      "event_id": "evt_2026_3346",
      "school_id": "state_university_of_new_york_at_plattsburgh",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Multiple workbook rows matched state_university_of_new_york_at_plattsburgh, INTIM_RAC23, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Multiple workbook rows matched state_university_of_new_york_at_plattsburgh, INTIM_RAC23, and count 1.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id state_university_of_new_york_at_plattsburgh.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3346/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3346",
      "challenge_url": "/challenge/?record=evt_2026_3346"
    },
    {
      "event_id": "evt_2026_3350",
      "school_id": "texas_tech_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6373,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY6373",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6373 > column VANDAL_REL23 > cell IY6373"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY6373 in Residencehallhate222324.xlsx, sheet1 row 6373, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_tech_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6373 > column VANDAL_REL23 > cell IY6373. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3350/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3350",
      "challenge_url": "/challenge/?record=evt_2026_3350"
    },
    {
      "event_id": "evt_2026_3352",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Multiple workbook rows matched vermont_state_university, VANDAL_GEN23, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Multiple workbook rows matched vermont_state_university, VANDAL_GEN23, and count 1.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id vermont_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3352/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3352",
      "challenge_url": "/challenge/?record=evt_2026_3352"
    },
    {
      "event_id": "evt_2026_3354",
      "school_id": "university_of_wisconsin_madison",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7071,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP7071",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7071 > column INTIM_REL23 > cell IP7071"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP7071 in Residencehallhate222324.xlsx, sheet1 row 7071, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_madison.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7071 > column INTIM_REL23 > cell IP7071. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3354/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3354",
      "challenge_url": "/challenge/?record=evt_2026_3354"
    },
    {
      "event_id": "evt_2026_3355",
      "school_id": "loyola_marymount_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 664,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB664",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 664 > column VANDAL_RAC22 > cell EB664"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB664 in Residencehallhate222324.xlsx, sheet1 row 664, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id loyola_marymount_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 664 > column VANDAL_RAC22 > cell EB664. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3355/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3355",
      "challenge_url": "/challenge/?record=evt_2026_3355"
    },
    {
      "event_id": "evt_2026_3356",
      "school_id": "university_of_colorado_colorado_springs",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 971,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS971",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 971 > column INTIM_RAC22 > cell DS971"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS971 in Residencehallhate222324.xlsx, sheet1 row 971, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_colorado_springs.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 971 > column INTIM_RAC22 > cell DS971. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3356/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3356",
      "challenge_url": "/challenge/?record=evt_2026_3356"
    },
    {
      "event_id": "evt_2026_3357",
      "school_id": "florida_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1251,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1251",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1251 > column INTIM_RAC23 > cell IO1251"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO1251 in Residencehallhate222324.xlsx, sheet1 row 1251, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id florida_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1251 > column INTIM_RAC23 > cell IO1251. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3357/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3357",
      "challenge_url": "/challenge/?record=evt_2026_3357"
    },
    {
      "event_id": "evt_2026_3358",
      "school_id": "university_of_georgia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1645,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC1645",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1645 > column VANDAL_REL22 > cell EC1645"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC1645 in Residencehallhate222324.xlsx, sheet1 row 1645, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_georgia.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1645 > column VANDAL_REL22 > cell EC1645. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3358/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3358",
      "challenge_url": "/challenge/?record=evt_2026_3358"
    },
    {
      "event_id": "evt_2026_3359",
      "school_id": "university_of_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2280,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT2280",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_RAC24 > cell NT2280"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT2280 in Residencehallhate222324.xlsx, sheet1 row 2280, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_iowa.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_RAC24 > cell NT2280. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3359/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3359",
      "challenge_url": "/challenge/?record=evt_2026_3359"
    },
    {
      "event_id": "evt_2026_3360",
      "school_id": "olivet_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1988,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1988",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC24 > cell NT1988"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT1988 in Residencehallhate222324.xlsx, sheet1 row 1988, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id olivet_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC24 > cell NT1988. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3360/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3360",
      "challenge_url": "/challenge/?record=evt_2026_3360"
    },
    {
      "event_id": "evt_2026_3361",
      "school_id": "indiana_university_indianapolis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2129,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2129",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2129 > column VANDAL_RAC23 > cell IX2129"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX2129 in Residencehallhate222324.xlsx, sheet1 row 2129, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_indianapolis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2129 > column VANDAL_RAC23 > cell IX2129. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3361/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3361",
      "challenge_url": "/challenge/?record=evt_2026_3361"
    },
    {
      "event_id": "evt_2026_3362",
      "school_id": "harvard_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2969,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG2969",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2969 > column LAR_T_REL23 > cell IG2969"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel23",
      "expected_column": "LAR_T_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IG2969 in Residencehallhate222324.xlsx, sheet1 row 2969, column LAR_T_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id harvard_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2969 > column LAR_T_REL23 > cell IG2969. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3362/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3362",
      "challenge_url": "/challenge/?record=evt_2026_3362"
    },
    {
      "event_id": "evt_2026_3363",
      "school_id": "university_of_michigan_ann_arbor",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3219,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3219",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3219 > column INTIM_RAC22 > cell DS3219"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS3219 in Residencehallhate222324.xlsx, sheet1 row 3219, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_michigan_ann_arbor.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3219 > column INTIM_RAC22 > cell DS3219. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3363/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3363",
      "challenge_url": "/challenge/?record=evt_2026_3363"
    },
    {
      "event_id": "evt_2026_3364",
      "school_id": "university_of_north_carolina_at_chapel_hill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4700,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC4700",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4700 > column LAR_T_REL24 > cell NC4700"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel24",
      "expected_column": "LAR_T_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NC4700 in Residencehallhate222324.xlsx, sheet1 row 4700, column LAR_T_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_chapel_hill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4700 > column LAR_T_REL24 > cell NC4700. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3364/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3364",
      "challenge_url": "/challenge/?record=evt_2026_3364"
    },
    {
      "event_id": "evt_2026_3365",
      "school_id": "stockton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4036,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4036",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4036 > column INTIM_REL22 > cell DT4036"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT4036 in Residencehallhate222324.xlsx, sheet1 row 4036, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stockton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4036 > column INTIM_REL22 > cell DT4036. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3365/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3365",
      "challenge_url": "/challenge/?record=evt_2026_3365"
    },
    {
      "event_id": "evt_2026_3366",
      "school_id": "suny_adirondack",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4104,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4104",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4104 > column INTIM_RAC23 > cell IO4104"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO4104 in Residencehallhate222324.xlsx, sheet1 row 4104, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_adirondack.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4104 > column INTIM_RAC23 > cell IO4104. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3366/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3366",
      "challenge_url": "/challenge/?record=evt_2026_3366"
    },
    {
      "event_id": "evt_2026_3369",
      "school_id": "university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5501,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5501",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5501 > column INTIM_REL23 > cell IP5501"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP5501 in Residencehallhate222324.xlsx, sheet1 row 5501, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5501 > column INTIM_REL23 > cell IP5501. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3369/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3369",
      "challenge_url": "/challenge/?record=evt_2026_3369"
    },
    {
      "event_id": "evt_2026_3370",
      "school_id": "texas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6363,
        "column": "AGG_A_SEX22",
        "column_letter": "BS",
        "cell": "BS6363",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6363 > column AGG_A_SEX22 > cell BS6363"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex22",
      "expected_column": "AGG_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BS6363 in Residencehallhate222324.xlsx, sheet1 row 6363, column AGG_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6363 > column AGG_A_SEX22 > cell BS6363. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3370/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3370",
      "challenge_url": "/challenge/?record=evt_2026_3370"
    },
    {
      "event_id": "evt_2026_3371",
      "school_id": "virginia_military_institute",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6743,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO6743",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6743 > column INTIM_RAC23 > cell IO6743"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO6743 in Residencehallhate222324.xlsx, sheet1 row 6743, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id virginia_military_institute.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6743 > column INTIM_RAC23 > cell IO6743. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3371/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3371",
      "challenge_url": "/challenge/?record=evt_2026_3371"
    },
    {
      "event_id": "evt_2026_3372",
      "school_id": "landmark_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7313,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT7313",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7313 > column INTIM_REL22 > cell DT7313"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT7313 in Residencehallhate222324.xlsx, sheet1 row 7313, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id landmark_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7313 > column INTIM_REL22 > cell DT7313. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3372/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3372",
      "challenge_url": "/challenge/?record=evt_2026_3372"
    },
    {
      "event_id": "evt_2026_3377",
      "school_id": "jacksonville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1336,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1336",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1336 > column INTIM_RAC22 > cell DS1336"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1336 in Residencehallhate222324.xlsx, sheet1 row 1336, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id jacksonville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1336 > column INTIM_RAC22 > cell DS1336. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3377/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3377",
      "challenge_url": "/challenge/?record=evt_2026_3377"
    },
    {
      "event_id": "evt_2026_3380",
      "school_id": "university_of_illinois_urbana_champaign",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1880,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA1880",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1880 > column VANDAL_GEN23 > cell JA1880"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA1880 in Residencehallhate222324.xlsx, sheet1 row 1880, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_illinois_urbana_champaign.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1880 > column VANDAL_GEN23 > cell JA1880. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3380/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3380",
      "challenge_url": "/challenge/?record=evt_2026_3380"
    },
    {
      "event_id": "evt_2026_3381",
      "school_id": "indiana_university_bloomington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2161,
        "column": "VANDAL_GEN22",
        "column_letter": "EE",
        "cell": "EE2161",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2161 > column VANDAL_GEN22 > cell EE2161"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen22",
      "expected_column": "VANDAL_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EE2161 in Residencehallhate222324.xlsx, sheet1 row 2161, column VANDAL_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_bloomington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2161 > column VANDAL_GEN22 > cell EE2161. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3381/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3381",
      "challenge_url": "/challenge/?record=evt_2026_3381"
    },
    {
      "event_id": "evt_2026_3383",
      "school_id": "davenport_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3142,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR3142",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3142 > column INTIM_GEN23 > cell IR3142"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen23",
      "expected_column": "INTIM_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IR3142 in Residencehallhate222324.xlsx, sheet1 row 3142, column INTIM_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id davenport_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3142 > column INTIM_GEN23 > cell IR3142. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3383/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3383",
      "challenge_url": "/challenge/?record=evt_2026_3383"
    },
    {
      "event_id": "evt_2026_3384",
      "school_id": "university_of_north_carolina_at_chapel_hill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4700,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4700",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4700 > column VANDAL_REL24 > cell NU4700"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4700 in Residencehallhate222324.xlsx, sheet1 row 4700, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_chapel_hill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4700 > column VANDAL_REL24 > cell NU4700. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3384/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3384",
      "challenge_url": "/challenge/?record=evt_2026_3384"
    },
    {
      "event_id": "evt_2026_3385",
      "school_id": "seton_hall_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4028,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4028",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4028 > column INTIM_REL22 > cell DT4028"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT4028 in Residencehallhate222324.xlsx, sheet1 row 4028, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id seton_hall_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4028 > column INTIM_REL22 > cell DT4028. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3385/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3385",
      "challenge_url": "/challenge/?record=evt_2026_3385"
    },
    {
      "event_id": "evt_2026_3386",
      "school_id": "the_new_school",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4319,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4319",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4319 > column INTIM_RAC23 > cell IO4319"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO4319 in Residencehallhate222324.xlsx, sheet1 row 4319, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id the_new_school.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4319 > column INTIM_RAC23 > cell IO4319. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3386/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3386",
      "challenge_url": "/challenge/?record=evt_2026_3386"
    },
    {
      "event_id": "evt_2026_3387",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "RAPE_GEN24",
        "column_letter": "JS",
        "cell": "JS4865",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN24 > cell JS4865"
      },
      "provenance_status": "matched",
      "code_tag": "rape-gen24",
      "expected_column": "RAPE_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JS4865 in Residencehallhate222324.xlsx, sheet1 row 4865, column RAPE_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code RAPE_GEN24 is for Rape; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN24 > cell JS4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3387/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3387",
      "challenge_url": "/challenge/?record=evt_2026_3387"
    },
    {
      "event_id": "evt_2026_3390",
      "school_id": "texas_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6293,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR6293",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6293 > column INTIM_NAT24 > cell NR6293"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR6293 in Residencehallhate222324.xlsx, sheet1 row 6293, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6293 > column INTIM_NAT24 > cell NR6293. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3390/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3390",
      "challenge_url": "/challenge/?record=evt_2026_3390"
    },
    {
      "event_id": "evt_2026_3391",
      "school_id": "sweet_briar_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6702,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6702",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6702 > column VANDAL_RAC23 > cell IX6702"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6702 in Residencehallhate222324.xlsx, sheet1 row 6702, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id sweet_briar_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6702 > column VANDAL_RAC23 > cell IX6702. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3391/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3391",
      "challenge_url": "/challenge/?record=evt_2026_3391"
    },
    {
      "event_id": "evt_2026_3392",
      "school_id": "middlebury_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6533,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC6533",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6533 > column VANDAL_REL22 > cell EC6533"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC6533 in Residencehallhate222324.xlsx, sheet1 row 6533, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id middlebury_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6533 > column VANDAL_REL22 > cell EC6533. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3392/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3392",
      "challenge_url": "/challenge/?record=evt_2026_3392"
    },
    {
      "event_id": "evt_2026_3394",
      "school_id": "university_of_wisconsin_milwaukee",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7072,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC7072",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_REL22 > cell EC7072"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC7072 in Residencehallhate222324.xlsx, sheet1 row 7072, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_milwaukee.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_REL22 > cell EC7072. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3394/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3394",
      "challenge_url": "/challenge/?record=evt_2026_3394"
    },
    {
      "event_id": "evt_2026_3395",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 472,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB472",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 472 > column VANDAL_RAC22 > cell EB472"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB472 in Residencehallhate222324.xlsx, sheet1 row 472, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_irvine.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 472 > column VANDAL_RAC22 > cell EB472. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3395/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3395",
      "challenge_url": "/challenge/?record=evt_2026_3395"
    },
    {
      "event_id": "evt_2026_3399",
      "school_id": "lewis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1923,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1923",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1923 > column INTIM_RAC22 > cell DS1923"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1923 in Residencehallhate222324.xlsx, sheet1 row 1923, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lewis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1923 > column INTIM_RAC22 > cell DS1923. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3399/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3399",
      "challenge_url": "/challenge/?record=evt_2026_3399"
    },
    {
      "event_id": "evt_2026_3400",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2069,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2069",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2069 > column INTIM_RAC23 > cell IO2069"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO2069 in Residencehallhate222324.xlsx, sheet1 row 2069, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2069 > column INTIM_RAC23 > cell IO2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3400/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3400",
      "challenge_url": "/challenge/?record=evt_2026_3400"
    },
    {
      "event_id": "evt_2026_3405",
      "school_id": "manhattanville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4286,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4286",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4286 > column INTIM_RAC22 > cell DS4286"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS4286 in Residencehallhate222324.xlsx, sheet1 row 4286, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id manhattanville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4286 > column INTIM_RAC22 > cell DS4286. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3405/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3405",
      "challenge_url": "/challenge/?record=evt_2026_3405"
    },
    {
      "event_id": "evt_2026_3409",
      "school_id": "west_texas_a_and_m_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6442,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6442",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6442 > column INTIM_REL24 > cell NL6442"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL6442 in Residencehallhate222324.xlsx, sheet1 row 6442, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id west_texas_a_and_m_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6442 > column INTIM_REL24 > cell NL6442. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3409/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3409",
      "challenge_url": "/challenge/?record=evt_2026_3409"
    },
    {
      "event_id": "evt_2026_3410",
      "school_id": "bridgewater_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6556,
        "column": "VANDAL_GEN22",
        "column_letter": "EE",
        "cell": "EE6556",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6556 > column VANDAL_GEN22 > cell EE6556"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen22",
      "expected_column": "VANDAL_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EE6556 in Residencehallhate222324.xlsx, sheet1 row 6556, column VANDAL_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6556 > column VANDAL_GEN22 > cell EE6556. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3410/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3410",
      "challenge_url": "/challenge/?record=evt_2026_3410"
    },
    {
      "event_id": "evt_2026_3412",
      "school_id": "washington_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6859,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA6859",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6859 > column VANDAL_GEN23 > cell JA6859"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA6859 in Residencehallhate222324.xlsx, sheet1 row 6859, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6859 > column VANDAL_GEN23 > cell JA6859. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3412/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3412",
      "challenge_url": "/challenge/?record=evt_2026_3412"
    },
    {
      "event_id": "evt_2026_3413",
      "school_id": "carthage_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6957,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY6957",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6957 > column VANDAL_REL23 > cell IY6957"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY6957 in Residencehallhate222324.xlsx, sheet1 row 6957, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id carthage_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6957 > column VANDAL_REL23 > cell IY6957. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3413/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3413",
      "challenge_url": "/challenge/?record=evt_2026_3413"
    },
    {
      "event_id": "evt_2026_3415",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK973",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_RAC24 > cell NK973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_RAC24 > cell NK973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3415/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3415",
      "challenge_url": "/challenge/?record=evt_2026_3415"
    },
    {
      "event_id": "evt_2026_3416",
      "school_id": "georgia_college_and_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1640,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1640",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1640 > column VANDAL_RAC22 > cell EB1640"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB1640 in Residencehallhate222324.xlsx, sheet1 row 1640, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id georgia_college_and_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1640 > column VANDAL_RAC22 > cell EB1640. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3416/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3416",
      "challenge_url": "/challenge/?record=evt_2026_3416"
    },
    {
      "event_id": "evt_2026_3418",
      "school_id": "mckendree_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1949,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1949",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1949 > column INTIM_RAC24 > cell NK1949"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK1949 in Residencehallhate222324.xlsx, sheet1 row 1949, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mckendree_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1949 > column INTIM_RAC24 > cell NK1949. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3418/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3418",
      "challenge_url": "/challenge/?record=evt_2026_3418"
    },
    {
      "event_id": "evt_2026_3419",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2069,
        "column": "LAR_T_RAC23",
        "column_letter": "IF",
        "cell": "IF2069",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2069 > column LAR_T_RAC23 > cell IF2069"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rac23",
      "expected_column": "LAR_T_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IF2069 in Residencehallhate222324.xlsx, sheet1 row 2069, column LAR_T_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2069 > column LAR_T_RAC23 > cell IF2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3419/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3419",
      "challenge_url": "/challenge/?record=evt_2026_3419"
    },
    {
      "event_id": "evt_2026_3420",
      "school_id": "bridgewater_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2927,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY2927",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2927 > column SIM_A_SEX23 > cell HY2927"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY2927 in Residencehallhate222324.xlsx, sheet1 row 2927, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2927 > column SIM_A_SEX23 > cell HY2927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3420/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3420",
      "challenge_url": "/challenge/?record=evt_2026_3420"
    },
    {
      "event_id": "evt_2026_3421",
      "school_id": "university_of_michigan_ann_arbor",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3219,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB3219",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3219 > column VANDAL_RAC22 > cell EB3219"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB3219 in Residencehallhate222324.xlsx, sheet1 row 3219, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_michigan_ann_arbor.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3219 > column VANDAL_RAC22 > cell EB3219. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3421/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3421",
      "challenge_url": "/challenge/?record=evt_2026_3421"
    },
    {
      "event_id": "evt_2026_3423",
      "school_id": "montclair_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3976,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3976",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3976 > column INTIM_RAC22 > cell DS3976"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS3976 in Residencehallhate222324.xlsx, sheet1 row 3976, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id montclair_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3976 > column INTIM_RAC22 > cell DS3976. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3423/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3423",
      "challenge_url": "/challenge/?record=evt_2026_3423"
    },
    {
      "event_id": "evt_2026_3424",
      "school_id": "sarah_lawrence_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4408,
        "column": "LAR_T_REL22",
        "column_letter": "DK",
        "cell": "DK4408",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4408 > column LAR_T_REL22 > cell DK4408"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel22",
      "expected_column": "LAR_T_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DK4408 in Residencehallhate222324.xlsx, sheet1 row 4408, column LAR_T_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id sarah_lawrence_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4408 > column LAR_T_REL22 > cell DK4408. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3424/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3424",
      "challenge_url": "/challenge/?record=evt_2026_3424"
    },
    {
      "event_id": "evt_2026_3425",
      "school_id": "ohio_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5026,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5026",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_RAC24 > cell NT5026"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT5026 in Residencehallhate222324.xlsx, sheet1 row 5026, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ohio_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_RAC24 > cell NT5026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3425/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3425",
      "challenge_url": "/challenge/?record=evt_2026_3425"
    },
    {
      "event_id": "evt_2026_3427",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4212,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4212",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_REL23 > cell IP4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP4212 in Oncampushate222324.xlsx, sheet1 row 4212, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cuny_queens_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_REL23 > cell IP4212. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3427/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3427",
      "challenge_url": "/challenge/?record=evt_2026_3427"
    },
    {
      "event_id": "evt_2026_3428",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column VANDAL_REL24 > cell NU474"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU474 in Oncampushate222324.xlsx, sheet1 row 474, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 474 > column VANDAL_REL24 > cell NU474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3428/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3428",
      "challenge_url": "/challenge/?record=evt_2026_3428"
    },
    {
      "event_id": "evt_2026_3429",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4476,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_GEN22 > cell DV4476"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV4476 in Oncampushate222324.xlsx, sheet1 row 4476, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id syracuse_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_GEN22 > cell DV4476. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3429/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3429",
      "challenge_url": "/challenge/?record=evt_2026_3429"
    },
    {
      "event_id": "evt_2026_3430",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET24 > cell NQ483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et24",
      "expected_column": "INTIM_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NQ483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET24 > cell NQ483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3430/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3430",
      "challenge_url": "/challenge/?record=evt_2026_3430"
    },
    {
      "event_id": "evt_2026_3432",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP7231",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_REL23 > cell IP7231"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP7231 in Oncampushate222324.xlsx, sheet1 row 7231, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_REL23 > cell IP7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3432/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3432",
      "challenge_url": "/challenge/?record=evt_2026_3432"
    },
    {
      "event_id": "evt_2026_3433",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4476,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_NAT22 > cell DZ4476"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ4476 in Oncampushate222324.xlsx, sheet1 row 4476, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id syracuse_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_NAT22 > cell DZ4476. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3433/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3433",
      "challenge_url": "/challenge/?record=evt_2026_3433"
    },
    {
      "event_id": "evt_2026_3435",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4212,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4212",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_ET22 > cell DY4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "expected_count": 4,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DY4212 in Oncampushate222324.xlsx, sheet1 row 4212, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cuny_queens_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_ET22 > cell DY4212. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3435/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3435",
      "challenge_url": "/challenge/?record=evt_2026_3435"
    },
    {
      "event_id": "evt_2026_3436",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 918,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV918",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_NAT23 > cell IV918"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV918 in Oncampushate222324.xlsx, sheet1 row 918, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_southern_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_NAT23 > cell IV918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3436/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3436",
      "challenge_url": "/challenge/?record=evt_2026_3436"
    },
    {
      "event_id": "evt_2026_3437",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4476,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_REL22 > cell DT4476"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT4476 in Oncampushate222324.xlsx, sheet1 row 4476, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id syracuse_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_REL22 > cell DT4476. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3437/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3437",
      "challenge_url": "/challenge/?record=evt_2026_3437"
    },
    {
      "event_id": "evt_2026_3438",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 517,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 517 > column VANDAL_REL23 > cell IY517"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY517 in Oncampushate222324.xlsx, sheet1 row 517, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id chapman_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 517 > column VANDAL_REL23 > cell IY517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3438/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3438",
      "challenge_url": "/challenge/?record=evt_2026_3438"
    },
    {
      "event_id": "evt_2026_3440",
      "school_id": "california_state_university_long_beach",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 462,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS462",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 462 > column INTIM_RAC22 > cell DS462"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS462 in Oncampushate222324.xlsx, sheet1 row 462, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_state_university_long_beach.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 462 > column INTIM_RAC22 > cell DS462. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3440/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3440",
      "challenge_url": "/challenge/?record=evt_2026_3440"
    },
    {
      "event_id": "evt_2026_3441",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4476,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column VANDAL_RAC22 > cell EB4476"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB4476 in Oncampushate222324.xlsx, sheet1 row 4476, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id syracuse_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4476 > column VANDAL_RAC22 > cell EB4476. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3441/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3441",
      "challenge_url": "/challenge/?record=evt_2026_3441"
    },
    {
      "event_id": "evt_2026_3442",
      "school_id": "menlo_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 678,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB678",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 678 > column VANDAL_RAC22 > cell EB678"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB678 in Oncampushate222324.xlsx, sheet1 row 678, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id menlo_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 678 > column VANDAL_RAC22 > cell EB678. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3442/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3442",
      "challenge_url": "/challenge/?record=evt_2026_3442"
    },
    {
      "event_id": "evt_2026_3443",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4212,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ4212",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_NAT22 > cell DZ4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ4212 in Oncampushate222324.xlsx, sheet1 row 4212, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cuny_queens_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_NAT22 > cell DZ4212. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3443/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3443",
      "challenge_url": "/challenge/?record=evt_2026_3443"
    },
    {
      "event_id": "evt_2026_3444",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 770,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB770",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 770 > column VANDAL_RAC22 > cell EB770"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB770 in Oncampushate222324.xlsx, sheet1 row 770, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pasadena_city_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 770 > column VANDAL_RAC22 > cell EB770. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3444/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3444",
      "challenge_url": "/challenge/?record=evt_2026_3444"
    },
    {
      "event_id": "evt_2026_3448",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_GEN24 > cell NN483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_GEN24 > cell NN483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3448/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3448",
      "challenge_url": "/challenge/?record=evt_2026_3448"
    },
    {
      "event_id": "evt_2026_3450",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 470,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY470",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 470 > column SIM_A_SEX23 > cell HY470"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY470 in Oncampushate222324.xlsx, sheet1 row 470, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 470 > column SIM_A_SEX23 > cell HY470. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3450/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3450",
      "challenge_url": "/challenge/?record=evt_2026_3450"
    },
    {
      "event_id": "evt_2026_3453",
      "school_id": "california_state_university_monterey_bay",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7755,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC7755",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7755 > column SIM_A_SEX22 > cell DC7755"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC7755 in Oncampushate222324.xlsx, sheet1 row 7755, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_state_university_monterey_bay.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7755 > column SIM_A_SEX22 > cell DC7755. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3453/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3453",
      "challenge_url": "/challenge/?record=evt_2026_3453"
    },
    {
      "event_id": "evt_2026_3455",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 484,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI484",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_NAT22 > cell EI484"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat22",
      "expected_column": "VANDAL_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EI484 in Oncampushate222324.xlsx, sheet1 row 484, column VANDAL_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_cruz.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_NAT22 > cell EI484. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3455/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3455",
      "challenge_url": "/challenge/?record=evt_2026_3455"
    },
    {
      "event_id": "evt_2026_3456",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column AGG_A_SEX24 > cell LK468"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex24",
      "expected_column": "AGG_A_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell LK468 in Oncampushate222324.xlsx, sheet1 row 468, column AGG_A_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX24 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column AGG_A_SEX24 > cell LK468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3456/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3456",
      "challenge_url": "/challenge/?record=evt_2026_3456"
    },
    {
      "event_id": "evt_2026_3457",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV474",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_NAT23 > cell IV474"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV474 in Oncampushate222324.xlsx, sheet1 row 474, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_NAT23 > cell IV474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3457/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3457",
      "challenge_url": "/challenge/?record=evt_2026_3457"
    },
    {
      "event_id": "evt_2026_3458",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "ROBBE_ET24",
        "column_letter": "LF",
        "cell": "LF483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column ROBBE_ET24 > cell LF483"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-et24",
      "expected_column": "ROBBE_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell LF483 in Oncampushate222324.xlsx, sheet1 row 483, column ROBBE_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Robbery maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code ROBBE_ET24 is for Robbery; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in robbe-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column ROBBE_ET24 > cell LF483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3458/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3458",
      "challenge_url": "/challenge/?record=evt_2026_3458"
    },
    {
      "event_id": "evt_2026_3459",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_REL23 > cell IG7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel23",
      "expected_column": "LAR_T_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IG7231 in Oncampushate222324.xlsx, sheet1 row 7231, column LAR_T_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_REL23 > cell IG7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3459/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3459",
      "challenge_url": "/challenge/?record=evt_2026_3459"
    },
    {
      "event_id": "evt_2026_3460",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 470,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX470",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 470 > column VANDAL_RAC23 > cell IX470"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX470 in Oncampushate222324.xlsx, sheet1 row 470, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 470 > column VANDAL_RAC23 > cell IX470. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3460/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3460",
      "challenge_url": "/challenge/?record=evt_2026_3460"
    },
    {
      "event_id": "evt_2026_3461",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 918,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ918",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_NAT22 > cell DZ918"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ918 in Oncampushate222324.xlsx, sheet1 row 918, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_southern_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_NAT22 > cell DZ918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3461/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3461",
      "challenge_url": "/challenge/?record=evt_2026_3461"
    },
    {
      "event_id": "evt_2026_3462",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 472,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD472",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 472 > column VANDAL_ET23 > cell JD472"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD472 in Oncampushate222324.xlsx, sheet1 row 472, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_irvine.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 472 > column VANDAL_ET23 > cell JD472. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3462/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3462",
      "challenge_url": "/challenge/?record=evt_2026_3462"
    },
    {
      "event_id": "evt_2026_3463",
      "school_id": "orange_coast_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 749,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB749",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 749 > column VANDAL_RAC22 > cell EB749"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB749 in Oncampushate222324.xlsx, sheet1 row 749, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id orange_coast_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 749 > column VANDAL_RAC22 > cell EB749. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3463/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3463",
      "challenge_url": "/challenge/?record=evt_2026_3463"
    },
    {
      "event_id": "evt_2026_3468",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 471,
        "column": "FOND_RAC22",
        "column_letter": "AG",
        "cell": "AG471",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 471 > column FOND_RAC22 > cell AG471"
      },
      "provenance_status": "matched",
      "code_tag": "fond-rac22",
      "expected_column": "FOND_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AG471 in Oncampushate222324.xlsx, sheet1 row 471, column FOND_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_RAC22 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 471 > column FOND_RAC22 > cell AG471. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3468/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3468",
      "challenge_url": "/challenge/?record=evt_2026_3468"
    },
    {
      "event_id": "evt_2026_3469",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 918,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV918",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_GEN22 > cell DV918"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV918 in Oncampushate222324.xlsx, sheet1 row 918, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_southern_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 918 > column INTIM_GEN22 > cell DV918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3469/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3469",
      "challenge_url": "/challenge/?record=evt_2026_3469"
    },
    {
      "event_id": "evt_2026_3470",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 473,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS473",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 473 > column INTIM_RAC22 > cell DS473"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS473 in Oncampushate222324.xlsx, sheet1 row 473, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_irvine.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 473 > column INTIM_RAC22 > cell DS473. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3470/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3470",
      "challenge_url": "/challenge/?record=evt_2026_3470"
    },
    {
      "event_id": "evt_2026_3471",
      "school_id": "san_diego_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 833,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC833",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 833 > column VANDAL_REL22 > cell EC833"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC833 in Oncampushate222324.xlsx, sheet1 row 833, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id san_diego_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 833 > column VANDAL_REL22 > cell EC833. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3471/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3471",
      "challenge_url": "/challenge/?record=evt_2026_3471"
    },
    {
      "event_id": "evt_2026_3475",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 470,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS470",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 470 > column INTIM_RAC22 > cell DS470"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS470 in Oncampushate222324.xlsx, sheet1 row 470, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 470 > column INTIM_RAC22 > cell DS470. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3475/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3475",
      "challenge_url": "/challenge/?record=evt_2026_3475"
    },
    {
      "event_id": "evt_2026_3476",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 919,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC919",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 919 > column SIM_A_SEX22 > cell DC919"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC919 in Oncampushate222324.xlsx, sheet1 row 919, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_southern_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 919 > column SIM_A_SEX22 > cell DC919. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3476/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3476",
      "challenge_url": "/challenge/?record=evt_2026_3476"
    },
    {
      "event_id": "evt_2026_3478",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS474",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_RAC22 > cell DS474"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS474 in Oncampushate222324.xlsx, sheet1 row 474, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_RAC22 > cell DS474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3478/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3478",
      "challenge_url": "/challenge/?record=evt_2026_3478"
    },
    {
      "event_id": "evt_2026_3480",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_NAT23 > cell JE7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JE7231 in Oncampushate222324.xlsx, sheet1 row 7231, column VANDAL_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_NAT23 > cell JE7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3480/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3480",
      "challenge_url": "/challenge/?record=evt_2026_3480"
    },
    {
      "event_id": "evt_2026_3482",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 918,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI918",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column VANDAL_NAT22 > cell EI918"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat22",
      "expected_column": "VANDAL_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EI918 in Oncampushate222324.xlsx, sheet1 row 918, column VANDAL_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_southern_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 918 > column VANDAL_NAT22 > cell EI918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3482/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3482",
      "challenge_url": "/challenge/?record=evt_2026_3482"
    },
    {
      "event_id": "evt_2026_3484",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_REL22 > cell DT474"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT474 in Oncampushate222324.xlsx, sheet1 row 474, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_REL22 > cell DT474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3484/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3484",
      "challenge_url": "/challenge/?record=evt_2026_3484"
    },
    {
      "event_id": "evt_2026_3485",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "AGG_A_SEX23",
        "column_letter": "GO",
        "cell": "GO483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column AGG_A_SEX23 > cell GO483"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex23",
      "expected_column": "AGG_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell GO483 in Oncampushate222324.xlsx, sheet1 row 483, column AGG_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX23 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column AGG_A_SEX23 > cell GO483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3485/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3485",
      "challenge_url": "/challenge/?record=evt_2026_3485"
    },
    {
      "event_id": "evt_2026_3486",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_RAC23 > cell IX7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX7231 in Oncampushate222324.xlsx, sheet1 row 7231, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_RAC23 > cell IX7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3486/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3486",
      "challenge_url": "/challenge/?record=evt_2026_3486"
    },
    {
      "event_id": "evt_2026_3488",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "ROBBE_NAT24",
        "column_letter": "LG",
        "cell": "LG468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column ROBBE_NAT24 > cell LG468"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-nat24",
      "expected_column": "ROBBE_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell LG468 in Oncampushate222324.xlsx, sheet1 row 468, column ROBBE_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Robbery maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code ROBBE_NAT24 is for Robbery; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in robbe-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column ROBBE_NAT24 > cell LG468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3488/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3488",
      "challenge_url": "/challenge/?record=evt_2026_3488"
    },
    {
      "event_id": "evt_2026_3490",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET23 > cell IU483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IU483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET23 > cell IU483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3490/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3490",
      "challenge_url": "/challenge/?record=evt_2026_3490"
    },
    {
      "event_id": "evt_2026_3491",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS7231",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_RAC22 > cell DS7231"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS7231 in Oncampushate222324.xlsx, sheet1 row 7231, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_RAC22 > cell DS7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3491/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3491",
      "challenge_url": "/challenge/?record=evt_2026_3491"
    },
    {
      "event_id": "evt_2026_3493",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column SIM_A_SEX22 > cell DC474"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC474 in Oncampushate222324.xlsx, sheet1 row 474, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 474 > column SIM_A_SEX22 > cell DC474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3493/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3493",
      "challenge_url": "/challenge/?record=evt_2026_3493"
    },
    {
      "event_id": "evt_2026_3494",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_NAT22",
        "column_letter": "DQ",
        "cell": "DQ7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_NAT22 > cell DQ7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-nat22",
      "expected_column": "LAR_T_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DQ7231 in Oncampushate222324.xlsx, sheet1 row 7231, column LAR_T_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_NAT22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_NAT22 > cell DQ7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3494/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3494",
      "challenge_url": "/challenge/?record=evt_2026_3494"
    },
    {
      "event_id": "evt_2026_3496",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_GEN23 > cell IR483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen23",
      "expected_column": "INTIM_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IR483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_GEN23 > cell IR483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3496/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3496",
      "challenge_url": "/challenge/?record=evt_2026_3496"
    },
    {
      "event_id": "evt_2026_3497",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_REL22",
        "column_letter": "DK",
        "cell": "DK7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_REL22 > cell DK7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel22",
      "expected_column": "LAR_T_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DK7231 in Oncampushate222324.xlsx, sheet1 row 7231, column LAR_T_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column LAR_T_REL22 > cell DK7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3497/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3497",
      "challenge_url": "/challenge/?record=evt_2026_3497"
    },
    {
      "event_id": "evt_2026_3498",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column VANDAL_NAT24 > cell OA468"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA468 in Oncampushate222324.xlsx, sheet1 row 468, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column VANDAL_NAT24 > cell OA468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3498/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3498",
      "challenge_url": "/challenge/?record=evt_2026_3498"
    },
    {
      "event_id": "evt_2026_3499",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_REL23 > cell IP483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_REL23 > cell IP483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3499/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3499",
      "challenge_url": "/challenge/?record=evt_2026_3499"
    },
    {
      "event_id": "evt_2026_3501",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV468",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_NAT23 > cell IV468"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV468 in Oncampushate222324.xlsx, sheet1 row 468, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_NAT23 > cell IV468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3501/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3501",
      "challenge_url": "/challenge/?record=evt_2026_3501"
    },
    {
      "event_id": "evt_2026_3502",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_GEN23 > cell JA483"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA483 in Oncampushate222324.xlsx, sheet1 row 483, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_GEN23 > cell JA483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3502/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3502",
      "challenge_url": "/challenge/?record=evt_2026_3502"
    },
    {
      "event_id": "evt_2026_3503",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column SIM_A_SEX22 > cell DC7231"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC7231 in Oncampushate222324.xlsx, sheet1 row 7231, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column SIM_A_SEX22 > cell DC7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3503/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3503",
      "challenge_url": "/challenge/?record=evt_2026_3503"
    },
    {
      "event_id": "evt_2026_3505",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY483",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET22 > cell DY483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DY483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_ET22 > cell DY483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3505/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3505",
      "challenge_url": "/challenge/?record=evt_2026_3505"
    },
    {
      "event_id": "evt_2026_3506",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_RAC22 > cell EB7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB7231 in Oncampushate222324.xlsx, sheet1 row 7231, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_RAC22 > cell EB7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3506/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3506",
      "challenge_url": "/challenge/?record=evt_2026_3506"
    },
    {
      "event_id": "evt_2026_3507",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_NAT22 > cell DZ483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_NAT22 > cell DZ483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3507/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3507",
      "challenge_url": "/challenge/?record=evt_2026_3507"
    },
    {
      "event_id": "evt_2026_3508",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_ET23 > cell IU468"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IU468 in Oncampushate222324.xlsx, sheet1 row 468, column INTIM_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_ET23 > cell IU468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3508/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3508",
      "challenge_url": "/challenge/?record=evt_2026_3508"
    },
    {
      "event_id": "evt_2026_3509",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS483",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_RAC22 > cell DS483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS483 in Oncampushate222324.xlsx, sheet1 row 483, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_RAC22 > cell DS483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3509/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3509",
      "challenge_url": "/challenge/?record=evt_2026_3509"
    },
    {
      "event_id": "evt_2026_3513",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "AGG_A_GID22",
        "column_letter": "BU",
        "cell": "BU468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column AGG_A_GID22 > cell BU468"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-gid22",
      "expected_column": "AGG_A_GID22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BU468 in Oncampushate222324.xlsx, sheet1 row 468, column AGG_A_GID22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_GID22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-gid22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column AGG_A_GID22 > cell BU468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3513/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3513",
      "challenge_url": "/challenge/?record=evt_2026_3513"
    },
    {
      "event_id": "evt_2026_3515",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 468,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS468",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_RAC22 > cell DS468"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS468 in Oncampushate222324.xlsx, sheet1 row 468, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_berkeley.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_RAC22 > cell DS468. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3515/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3515",
      "challenge_url": "/challenge/?record=evt_2026_3515"
    },
    {
      "event_id": "evt_2026_3518",
      "school_id": "california_polytechnic_state_university_san_luis_obispo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 438,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA438",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 438 > column VANDAL_NAT24 > cell OA438"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA438 in Residencehallhate222324.xlsx, sheet1 row 438, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_polytechnic_state_university_san_luis_obispo.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 438 > column VANDAL_NAT24 > cell OA438. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3518/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3518",
      "challenge_url": "/challenge/?record=evt_2026_3518"
    },
    {
      "event_id": "evt_2026_3520",
      "school_id": "university_of_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2280,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2280",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2280 > column INTIM_RAC22 > cell DS2280"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS2280 in Residencehallhate222324.xlsx, sheet1 row 2280, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_iowa.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2280 > column INTIM_RAC22 > cell DS2280. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3520/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3520",
      "challenge_url": "/challenge/?record=evt_2026_3520"
    },
    {
      "event_id": "evt_2026_3521",
      "school_id": "concordia_university_chicago",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1831,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN1831",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1831 > column INTIM_GEN24 > cell NN1831"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN1831 in Residencehallhate222324.xlsx, sheet1 row 1831, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id concordia_university_chicago.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1831 > column INTIM_GEN24 > cell NN1831. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3521/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3521",
      "challenge_url": "/challenge/?record=evt_2026_3521"
    },
    {
      "event_id": "evt_2026_3522",
      "school_id": "northeastern_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3027,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3027",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3027 > column VANDAL_REL24 > cell NU3027"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU3027 in Residencehallhate222324.xlsx, sheet1 row 3027, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id northeastern_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3027 > column VANDAL_REL24 > cell NU3027. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3522/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3522",
      "challenge_url": "/challenge/?record=evt_2026_3522"
    },
    {
      "event_id": "evt_2026_3525",
      "school_id": "clarkson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4153,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4153",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4153 > column INTIM_RAC24 > cell NK4153"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK4153 in Residencehallhate222324.xlsx, sheet1 row 4153, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id clarkson_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4153 > column INTIM_RAC24 > cell NK4153. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3525/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3525",
      "challenge_url": "/challenge/?record=evt_2026_3525"
    },
    {
      "event_id": "evt_2026_3526",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "RAPE_GEN23",
        "column_letter": "EW",
        "cell": "EW4865",
        "cell_value": "4",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN23 > cell EW4865"
      },
      "provenance_status": "matched",
      "code_tag": "rape-gen23",
      "expected_column": "RAPE_GEN23",
      "expected_count": 4,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EW4865 in Residencehallhate222324.xlsx, sheet1 row 4865, column RAPE_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code RAPE_GEN23 is for Rape; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN23 > cell EW4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3526/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3526",
      "challenge_url": "/challenge/?record=evt_2026_3526"
    },
    {
      "event_id": "evt_2026_3527",
      "school_id": "reed_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5267,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU5267",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5267 > column VANDAL_REL24 > cell NU5267"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU5267 in Residencehallhate222324.xlsx, sheet1 row 5267, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id reed_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5267 > column VANDAL_REL24 > cell NU5267. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3527/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3527",
      "challenge_url": "/challenge/?record=evt_2026_3527"
    },
    {
      "event_id": "evt_2026_3528",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5486",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_RAC24 > cell NT5486"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT5486 in Residencehallhate222324.xlsx, sheet1 row 5486, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_RAC24 > cell NT5486. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3528/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3528",
      "challenge_url": "/challenge/?record=evt_2026_3528"
    },
    {
      "event_id": "evt_2026_3529",
      "school_id": "texas_a_and_m_university_college_station",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6324,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ6324",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6324 > column INTIM_ET24 > cell NQ6324"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et24",
      "expected_column": "INTIM_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NQ6324 in Residencehallhate222324.xlsx, sheet1 row 6324, column INTIM_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_college_station.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6324 > column INTIM_ET24 > cell NQ6324. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3529/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3529",
      "challenge_url": "/challenge/?record=evt_2026_3529"
    },
    {
      "event_id": "evt_2026_3530",
      "school_id": "george_mason_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6583,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6583",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6583 > column VANDAL_REL24 > cell NU6583"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU6583 in Residencehallhate222324.xlsx, sheet1 row 6583, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id george_mason_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6583 > column VANDAL_REL24 > cell NU6583. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3530/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3530",
      "challenge_url": "/challenge/?record=evt_2026_3530"
    },
    {
      "event_id": "evt_2026_3531",
      "school_id": "saint_michael_s_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6539,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6539",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_RAC23 > cell IX6539"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6539 in Residencehallhate222324.xlsx, sheet1 row 6539, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id saint_michael_s_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_RAC23 > cell IX6539. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3531/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3531",
      "challenge_url": "/challenge/?record=evt_2026_3531"
    },
    {
      "event_id": "evt_2026_3532",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6871,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP6871",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6871 > column INTIM_REL23 > cell IP6871"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP6871 in Residencehallhate222324.xlsx, sheet1 row 6871, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_washington_seattle_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6871 > column INTIM_REL23 > cell IP6871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3532/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3532",
      "challenge_url": "/challenge/?record=evt_2026_3532"
    },
    {
      "event_id": "evt_2026_3534",
      "school_id": "san_diego_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 833,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT833",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 833 > column VANDAL_RAC24 > cell NT833"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT833 in Residencehallhate222324.xlsx, sheet1 row 833, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id san_diego_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 833 > column VANDAL_RAC24 > cell NT833. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3534/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3534",
      "challenge_url": "/challenge/?record=evt_2026_3534"
    },
    {
      "event_id": "evt_2026_3535",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC973",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column LAR_T_REL24 > cell NC973"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel24",
      "expected_column": "LAR_T_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NC973 in Residencehallhate222324.xlsx, sheet1 row 973, column LAR_T_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column LAR_T_REL24 > cell NC973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3535/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3535",
      "challenge_url": "/challenge/?record=evt_2026_3535"
    },
    {
      "event_id": "evt_2026_3537",
      "school_id": "olivet_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1988,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1988",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1988 > column INTIM_RAC22 > cell DS1988"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1988 in Residencehallhate222324.xlsx, sheet1 row 1988, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id olivet_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1988 > column INTIM_RAC22 > cell DS1988. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3537/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3537",
      "challenge_url": "/challenge/?record=evt_2026_3537"
    },
    {
      "event_id": "evt_2026_3538",
      "school_id": "wentworth_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3074,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3074",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3074 > column VANDAL_REL24 > cell NU3074"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU3074 in Residencehallhate222324.xlsx, sheet1 row 3074, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id wentworth_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3074 > column VANDAL_REL24 > cell NU3074. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3538/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3538",
      "challenge_url": "/challenge/?record=evt_2026_3538"
    },
    {
      "event_id": "evt_2026_3539",
      "school_id": "michigan_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3220,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3220",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3220 > column INTIM_RAC22 > cell DS3220"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS3220 in Residencehallhate222324.xlsx, sheet1 row 3220, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id michigan_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3220 > column INTIM_RAC22 > cell DS3220. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3539/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3539",
      "challenge_url": "/challenge/?record=evt_2026_3539"
    },
    {
      "event_id": "evt_2026_3540",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4163",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4163 > column VANDAL_RAC24 > cell NT4163"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT4163 in Residencehallhate222324.xlsx, sheet1 row 4163, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id columbia_university_in_the_city_of_new_york.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4163 > column VANDAL_RAC24 > cell NT4163. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3540/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3540",
      "challenge_url": "/challenge/?record=evt_2026_3540"
    },
    {
      "event_id": "evt_2026_3542",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5245,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA5245",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_GEN23 > cell JA5245"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA5245 in Residencehallhate222324.xlsx, sheet1 row 5245, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_GEN23 > cell JA5245. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3542/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3542",
      "challenge_url": "/challenge/?record=evt_2026_3542"
    },
    {
      "event_id": "evt_2026_3543",
      "school_id": "pennsylvania_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7434,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK7434",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7434 > column INTIM_RAC24 > cell NK7434"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK7434 in Residencehallhate222324.xlsx, sheet1 row 7434, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_college_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7434 > column INTIM_RAC24 > cell NK7434. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3543/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3543",
      "challenge_url": "/challenge/?record=evt_2026_3543"
    },
    {
      "event_id": "evt_2026_3545",
      "school_id": "university_of_lynchburg",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6616,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6616",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6616 > column VANDAL_REL24 > cell NU6616"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU6616 in Residencehallhate222324.xlsx, sheet1 row 6616, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_lynchburg.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6616 > column VANDAL_REL24 > cell NU6616. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3545/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3545",
      "challenge_url": "/challenge/?record=evt_2026_3545"
    },
    {
      "event_id": "evt_2026_3547",
      "school_id": "washington_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6859,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6859",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6859 > column VANDAL_RAC23 > cell IX6859"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6859 in Residencehallhate222324.xlsx, sheet1 row 6859, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6859 > column VANDAL_RAC23 > cell IX6859. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3547/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3547",
      "challenge_url": "/challenge/?record=evt_2026_3547"
    },
    {
      "event_id": "evt_2026_3548",
      "school_id": "university_of_wisconsin_madison",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7071,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS7071",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7071 > column INTIM_RAC22 > cell DS7071"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS7071 in Residencehallhate222324.xlsx, sheet1 row 7071, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_madison.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7071 > column INTIM_RAC22 > cell DS7071. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3548/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3548",
      "challenge_url": "/challenge/?record=evt_2026_3548"
    },
    {
      "event_id": "evt_2026_3549",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column VANDAL_REL24 > cell NU7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column VANDAL_REL24 > cell NU7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3549/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3549",
      "challenge_url": "/challenge/?record=evt_2026_3549"
    },
    {
      "event_id": "evt_2026_3550",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1031,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1031",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_RAC23 > cell IO1031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO1031 in Residencehallhate222324.xlsx, sheet1 row 1031, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_RAC23 > cell IO1031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3550/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3550",
      "challenge_url": "/challenge/?record=evt_2026_3550"
    },
    {
      "event_id": "evt_2026_3551",
      "school_id": "university_of_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2280,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2280",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_RAC22 > cell EB2280"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB2280 in Residencehallhate222324.xlsx, sheet1 row 2280, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_iowa.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_RAC22 > cell EB2280. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3551/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3551",
      "challenge_url": "/challenge/?record=evt_2026_3551"
    },
    {
      "event_id": "evt_2026_3552",
      "school_id": "university_of_illinois_urbana_champaign",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1880,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX1880",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1880 > column VANDAL_RAC23 > cell IX1880"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX1880 in Residencehallhate222324.xlsx, sheet1 row 1880, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_illinois_urbana_champaign.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1880 > column VANDAL_RAC23 > cell IX1880. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3552/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3552",
      "challenge_url": "/challenge/?record=evt_2026_3552"
    },
    {
      "event_id": "evt_2026_3553",
      "school_id": "williams_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3078,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3078",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3078 > column VANDAL_RAC24 > cell NT3078"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT3078 in Residencehallhate222324.xlsx, sheet1 row 3078, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id williams_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3078 > column VANDAL_RAC24 > cell NT3078. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3553/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3553",
      "challenge_url": "/challenge/?record=evt_2026_3553"
    },
    {
      "event_id": "evt_2026_3554",
      "school_id": "michigan_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3220,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT3220",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3220 > column INTIM_REL22 > cell DT3220"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT3220 in Residencehallhate222324.xlsx, sheet1 row 3220, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id michigan_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3220 > column INTIM_REL22 > cell DT3220. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3554/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3554",
      "challenge_url": "/challenge/?record=evt_2026_3554"
    },
    {
      "event_id": "evt_2026_3555",
      "school_id": "state_university_of_new_york_at_cortland",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4448,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4448",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4448 > column INTIM_RAC24 > cell NK4448"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK4448 in Residencehallhate222324.xlsx, sheet1 row 4448, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id state_university_of_new_york_at_cortland.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4448 > column INTIM_RAC24 > cell NK4448. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3555/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3555",
      "challenge_url": "/challenge/?record=evt_2026_3555"
    },
    {
      "event_id": "evt_2026_3558",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ5562",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_ET24 > cell NZ5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column VANDAL_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_ET24 > cell NZ5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3558/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3558",
      "challenge_url": "/challenge/?record=evt_2026_3558"
    },
    {
      "event_id": "evt_2026_3559",
      "school_id": "the_university_of_texas_at_san_antonio",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6370,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP6370",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6370 > column INTIM_REL23 > cell IP6370"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP6370 in Residencehallhate222324.xlsx, sheet1 row 6370, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id the_university_of_texas_at_san_antonio.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6370 > column INTIM_REL23 > cell IP6370. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3559/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3559",
      "challenge_url": "/challenge/?record=evt_2026_3559"
    },
    {
      "event_id": "evt_2026_3561",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6544,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ6544",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6544 > column INTIM_NAT22 > cell DZ6544"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ6544 in Residencehallhate222324.xlsx, sheet1 row 6544, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id vermont_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6544 > column INTIM_NAT22 > cell DZ6544. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3561/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3561",
      "challenge_url": "/challenge/?record=evt_2026_3561"
    },
    {
      "event_id": "evt_2026_3562",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6871,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE6871",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6871 > column VANDAL_NAT23 > cell JE6871"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JE6871 in Residencehallhate222324.xlsx, sheet1 row 6871, column VANDAL_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_washington_seattle_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6871 > column VANDAL_NAT23 > cell JE6871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3562/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3562",
      "challenge_url": "/challenge/?record=evt_2026_3562"
    },
    {
      "event_id": "evt_2026_3563",
      "school_id": "university_of_wisconsin_stevens_point",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7081,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB7081",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7081 > column VANDAL_RAC22 > cell EB7081"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB7081 in Residencehallhate222324.xlsx, sheet1 row 7081, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_stevens_point.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7081 > column VANDAL_RAC22 > cell EB7081. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3563/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3563",
      "challenge_url": "/challenge/?record=evt_2026_3563"
    },
    {
      "event_id": "evt_2026_3564",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 474,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA474",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 474 > column VANDAL_NAT24 > cell OA474"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA474 in Residencehallhate222324.xlsx, sheet1 row 474, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_los_angeles.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 474 > column VANDAL_NAT24 > cell OA474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3564/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3564",
      "challenge_url": "/challenge/?record=evt_2026_3564"
    },
    {
      "event_id": "evt_2026_3566",
      "school_id": "university_of_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2280,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC2280",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_REL22 > cell EC2280"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC2280 in Residencehallhate222324.xlsx, sheet1 row 2280, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_iowa.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2280 > column VANDAL_REL22 > cell EC2280. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3566/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3566",
      "challenge_url": "/challenge/?record=evt_2026_3566"
    },
    {
      "event_id": "evt_2026_3567",
      "school_id": "olivet_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1988,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1988",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC22 > cell EB1988"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB1988 in Residencehallhate222324.xlsx, sheet1 row 1988, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id olivet_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC22 > cell EB1988. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3567/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3567",
      "challenge_url": "/challenge/?record=evt_2026_3567"
    },
    {
      "event_id": "evt_2026_3568",
      "school_id": "amherst_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2899,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2899",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2899 > column VANDAL_RAC23 > cell IX2899"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX2899 in Residencehallhate222324.xlsx, sheet1 row 2899, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id amherst_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2899 > column VANDAL_RAC23 > cell IX2899. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3568/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3568",
      "challenge_url": "/challenge/?record=evt_2026_3568"
    },
    {
      "event_id": "evt_2026_3569",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC4433",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4433 > column LAR_T_REL24 > cell NC4433"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel24",
      "expected_column": "LAR_T_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NC4433 in Residencehallhate222324.xlsx, sheet1 row 4433, column LAR_T_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_agriculture_and_technology_at_cobleskill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4433 > column LAR_T_REL24 > cell NC4433. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3569/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3569",
      "challenge_url": "/challenge/?record=evt_2026_3569"
    },
    {
      "event_id": "evt_2026_3570",
      "school_id": "university_of_dayton",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4918,
        "column": "BURGLA_RAC22",
        "column_letter": "BZ",
        "cell": "BZ4918",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4918 > column BURGLA_RAC22 > cell BZ4918"
      },
      "provenance_status": "matched",
      "code_tag": "burgla-rac22",
      "expected_column": "BURGLA_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BZ4918 in Residencehallhate222324.xlsx, sheet1 row 4918, column BURGLA_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_dayton.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code BURGLA_RAC22 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4918 > column BURGLA_RAC22 > cell BZ4918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3570/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3570",
      "challenge_url": "/challenge/?record=evt_2026_3570"
    },
    {
      "event_id": "evt_2026_3573",
      "school_id": "texas_a_and_m_university_college_station",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6339,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6339",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6339 > column INTIM_REL24 > cell NL6339"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL6339 in Residencehallhate222324.xlsx, sheet1 row 6339, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_college_station.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6339 > column INTIM_REL24 > cell NL6339. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3573/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3573",
      "challenge_url": "/challenge/?record=evt_2026_3573"
    },
    {
      "event_id": "evt_2026_3574",
      "school_id": "virginia_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6745,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6745",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6745 > column INTIM_RAC22 > cell DS6745"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS6745 in Residencehallhate222324.xlsx, sheet1 row 6745, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id virginia_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6745 > column INTIM_RAC22 > cell DS6745. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3574/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3574",
      "challenge_url": "/challenge/?record=evt_2026_3574"
    },
    {
      "event_id": "evt_2026_3575",
      "school_id": "saint_michael_s_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6539,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY6539",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_REL23 > cell IY6539"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY6539 in Residencehallhate222324.xlsx, sheet1 row 6539, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id saint_michael_s_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_REL23 > cell IY6539. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3575/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3575",
      "challenge_url": "/challenge/?record=evt_2026_3575"
    },
    {
      "event_id": "evt_2026_3580",
      "school_id": "university_of_illinois_urbana_champaign",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1880,
        "column": "LAR_T_REL22",
        "column_letter": "DK",
        "cell": "DK1880",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1880 > column LAR_T_REL22 > cell DK1880"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel22",
      "expected_column": "LAR_T_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DK1880 in Residencehallhate222324.xlsx, sheet1 row 1880, column LAR_T_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_illinois_urbana_champaign.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1880 > column LAR_T_REL22 > cell DK1880. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3580/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3580",
      "challenge_url": "/challenge/?record=evt_2026_3580"
    },
    {
      "event_id": "evt_2026_3581",
      "school_id": "bridgewater_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2927,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA2927",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_GEN23 > cell JA2927"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA2927 in Residencehallhate222324.xlsx, sheet1 row 2927, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_GEN23 > cell JA2927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3581/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3581",
      "challenge_url": "/challenge/?record=evt_2026_3581"
    },
    {
      "event_id": "evt_2026_3582",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4432",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_REL24 > cell NU4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_REL24 > cell NU4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3582/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3582",
      "challenge_url": "/challenge/?record=evt_2026_3582"
    },
    {
      "event_id": "evt_2026_3584",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5245,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5245",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5245 > column INTIM_RAC22 > cell DS5245"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5245 in Residencehallhate222324.xlsx, sheet1 row 5245, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5245 > column INTIM_RAC22 > cell DS5245. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3584/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3584",
      "challenge_url": "/challenge/?record=evt_2026_3584"
    },
    {
      "event_id": "evt_2026_3585",
      "school_id": "bucknell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5318,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5318",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5318 > column INTIM_RAC23 > cell IO5318"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO5318 in Residencehallhate222324.xlsx, sheet1 row 5318, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bucknell_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5318 > column INTIM_RAC23 > cell IO5318. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3585/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3585",
      "challenge_url": "/challenge/?record=evt_2026_3585"
    },
    {
      "event_id": "evt_2026_3588",
      "school_id": "university_of_vermont",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6547,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC6547",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6547 > column VANDAL_REL22 > cell EC6547"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC6547 in Residencehallhate222324.xlsx, sheet1 row 6547, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_vermont.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6547 > column VANDAL_REL22 > cell EC6547. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3588/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3588",
      "challenge_url": "/challenge/?record=evt_2026_3588"
    },
    {
      "event_id": "evt_2026_3590",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 517,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY517",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 517 > column VANDAL_REL23 > cell IY517"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY517 in Residencehallhate222324.xlsx, sheet1 row 517, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id chapman_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 517 > column VANDAL_REL23 > cell IY517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3590/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3590",
      "challenge_url": "/challenge/?record=evt_2026_3590"
    },
    {
      "event_id": "evt_2026_3591",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1031,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1031",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_RAC22 > cell DS1031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1031 in Residencehallhate222324.xlsx, sheet1 row 1031, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 1031 > column INTIM_RAC22 > cell DS1031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3591/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3591",
      "challenge_url": "/challenge/?record=evt_2026_3591"
    },
    {
      "event_id": "evt_2026_3593",
      "school_id": "massachusetts_college_of_liberal_arts",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3023,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY3023",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3023 > column SIM_A_SEX23 > cell HY3023"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY3023 in Residencehallhate222324.xlsx, sheet1 row 3023, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id massachusetts_college_of_liberal_arts.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3023 > column SIM_A_SEX23 > cell HY3023. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3593/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3593",
      "challenge_url": "/challenge/?record=evt_2026_3593"
    },
    {
      "event_id": "evt_2026_3594",
      "school_id": "vassar_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4524,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4524",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4524 > column VANDAL_RAC24 > cell NT4524"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT4524 in Residencehallhate222324.xlsx, sheet1 row 4524, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id vassar_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4524 > column VANDAL_RAC24 > cell NT4524. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3594/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3594",
      "challenge_url": "/challenge/?record=evt_2026_3594"
    },
    {
      "event_id": "evt_2026_3595",
      "school_id": "ohio_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5031,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5031",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5031 > column INTIM_RAC22 > cell DS5031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5031 in Residencehallhate222324.xlsx, sheet1 row 5031, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ohio_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5031 > column INTIM_RAC22 > cell DS5031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3595/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3595",
      "challenge_url": "/challenge/?record=evt_2026_3595"
    },
    {
      "event_id": "evt_2026_3596",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5242,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV5242",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5242 > column INTIM_GEN22 > cell DV5242"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV5242 in Residencehallhate222324.xlsx, sheet1 row 5242, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_oregon.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5242 > column INTIM_GEN22 > cell DV5242. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3596/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3596",
      "challenge_url": "/challenge/?record=evt_2026_3596"
    },
    {
      "event_id": "evt_2026_3597",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "RAPE_RAC23",
        "column_letter": "ET",
        "cell": "ET5353",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5353 > column RAPE_RAC23 > cell ET5353"
      },
      "provenance_status": "matched",
      "code_tag": "rape-rac23",
      "expected_column": "RAPE_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ET5353 in Residencehallhate222324.xlsx, sheet1 row 5353, column RAPE_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id drexel_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code RAPE_RAC23 is for Rape; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5353 > column RAPE_RAC23 > cell ET5353. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3597/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3597",
      "challenge_url": "/challenge/?record=evt_2026_3597"
    },
    {
      "event_id": "evt_2026_3598",
      "school_id": "lamar_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6160,
        "column": "VANDAL_GEN22",
        "column_letter": "EE",
        "cell": "EE6160",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6160 > column VANDAL_GEN22 > cell EE6160"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen22",
      "expected_column": "VANDAL_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EE6160 in Residencehallhate222324.xlsx, sheet1 row 6160, column VANDAL_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lamar_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6160 > column VANDAL_GEN22 > cell EE6160. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3598/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3598",
      "challenge_url": "/challenge/?record=evt_2026_3598"
    },
    {
      "event_id": "evt_2026_3602",
      "school_id": "university_of_redlands",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 804,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX804",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 804 > column VANDAL_RAC23 > cell IX804"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX804 in Residencehallhate222324.xlsx, sheet1 row 804, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_redlands.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 804 > column VANDAL_RAC23 > cell IX804. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3602/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3602",
      "challenge_url": "/challenge/?record=evt_2026_3602"
    },
    {
      "event_id": "evt_2026_3603",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO973",
        "cell_value": "3",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_RAC23 > cell IO973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 3,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_RAC23 > cell IO973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3603/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3603",
      "challenge_url": "/challenge/?record=evt_2026_3603"
    },
    {
      "event_id": "evt_2026_3605",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4260,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4260",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4260 > column INTIM_RAC23 > cell IO4260"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO4260 in Residencehallhate222324.xlsx, sheet1 row 4260, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ithaca_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4260 > column INTIM_RAC23 > cell IO4260. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3605/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3605",
      "challenge_url": "/challenge/?record=evt_2026_3605"
    },
    {
      "event_id": "evt_2026_3606",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "RAPE_GEN22",
        "column_letter": "AA",
        "cell": "AA4865",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN22 > cell AA4865"
      },
      "provenance_status": "matched",
      "code_tag": "rape-gen22",
      "expected_column": "RAPE_GEN22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AA4865 in Residencehallhate222324.xlsx, sheet1 row 4865, column RAPE_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code RAPE_GEN22 is for Rape; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4865 > column RAPE_GEN22 > cell AA4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3606/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3606",
      "challenge_url": "/challenge/?record=evt_2026_3606"
    },
    {
      "event_id": "evt_2026_3619",
      "school_id": "texas_a_and_m_university_college_station",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6330,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6330",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6330 > column VANDAL_RAC23 > cell IX6330"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6330 in Residencehallhate222324.xlsx, sheet1 row 6330, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_college_station.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6330 > column VANDAL_RAC23 > cell IX6330. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3619/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3619",
      "challenge_url": "/challenge/?record=evt_2026_3619"
    },
    {
      "event_id": "evt_2026_3623",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR973",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_GEN23 > cell IR973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen23",
      "expected_column": "INTIM_GEN23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IR973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_GEN23 > cell IR973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3623/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3623",
      "challenge_url": "/challenge/?record=evt_2026_3623"
    },
    {
      "event_id": "evt_2026_3624",
      "school_id": "wentworth_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3074,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV3074",
        "cell_value": "4",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3074 > column INTIM_GEN22 > cell DV3074"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 4,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV3074 in Residencehallhate222324.xlsx, sheet1 row 3074, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id wentworth_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3074 > column INTIM_GEN22 > cell DV3074. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3624/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3624",
      "challenge_url": "/challenge/?record=evt_2026_3624"
    },
    {
      "event_id": "evt_2026_3626",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "FOND_GEN22",
        "column_letter": "AJ",
        "cell": "AJ4865",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4865 > column FOND_GEN22 > cell AJ4865"
      },
      "provenance_status": "matched",
      "code_tag": "fond-gen22",
      "expected_column": "FOND_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AJ4865 in Residencehallhate222324.xlsx, sheet1 row 4865, column FOND_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_GEN22 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4865 > column FOND_GEN22 > cell AJ4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3626/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3626",
      "challenge_url": "/challenge/?record=evt_2026_3626"
    },
    {
      "event_id": "evt_2026_3627",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5242,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5242",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5242 > column VANDAL_REL22 > cell EC5242"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC5242 in Residencehallhate222324.xlsx, sheet1 row 5242, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_oregon.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5242 > column VANDAL_REL22 > cell EC5242. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3627/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3627",
      "challenge_url": "/challenge/?record=evt_2026_3627"
    },
    {
      "event_id": "evt_2026_3628",
      "school_id": "ursinus_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5581,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5581",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5581 > column VANDAL_REL23 > cell IY5581"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5581 in Residencehallhate222324.xlsx, sheet1 row 5581, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ursinus_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5581 > column VANDAL_REL23 > cell IY5581. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3628/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3628",
      "challenge_url": "/challenge/?record=evt_2026_3628"
    },
    {
      "event_id": "evt_2026_3630",
      "school_id": "longwood_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6612,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6612",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6612 > column VANDAL_RAC22 > cell EB6612"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB6612 in Residencehallhate222324.xlsx, sheet1 row 6612, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id longwood_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6612 > column VANDAL_RAC22 > cell EB6612. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3630/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3630",
      "challenge_url": "/challenge/?record=evt_2026_3630"
    },
    {
      "event_id": "evt_2026_3633",
      "school_id": "brandeis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2926,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP2926",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2926 > column INTIM_REL23 > cell IP2926"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP2926 in Residencehallhate222324.xlsx, sheet1 row 2926, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id brandeis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2926 > column INTIM_REL23 > cell IP2926. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3633/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3633",
      "challenge_url": "/challenge/?record=evt_2026_3633"
    },
    {
      "event_id": "evt_2026_3634",
      "school_id": "skidmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4412,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4412",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4412 > column INTIM_RAC22 > cell DS4412"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS4412 in Residencehallhate222324.xlsx, sheet1 row 4412, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id skidmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4412 > column INTIM_RAC22 > cell DS4412. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3634/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3634",
      "challenge_url": "/challenge/?record=evt_2026_3634"
    },
    {
      "event_id": "evt_2026_3636",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_011",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_011_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5245,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5245",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_RAC22 > cell EB5245"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB5245 in Residencehallhate222324.xlsx, sheet1 row 5245, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5245 > column VANDAL_RAC22 > cell EB5245. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3636/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3636",
      "challenge_url": "/challenge/?record=evt_2026_3636"
    }
  ]
}
