{
  "id": "ed_certification_batch_008_review_v1",
  "snapshot_id": "snapshot_2026_06_03_10000_records",
  "generated_at": "2026-06-03",
  "review_batch_id": "ed_certification_batch_008",
  "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 008 review artifact so repeated generation cannot silently expand the certified set.",
  "method": "Deterministic Batch 008 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": 248,
    "not_certified": 0,
    "blocked": 2,
    "awaiting_review": 0
  },
  "status_counts": {
    "certified": 248,
    "blocked": 2
  },
  "open_gate_counts": {
    "rationale_specificity": 2,
    "source_locator_specificity": 2
  },
  "provenance_status_counts": {
    "matched": 248,
    "unmatched": 2
  },
  "records": [
    {
      "event_id": "evt_2026_2128",
      "school_id": "suny_morrisville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4435,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4435",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4435 > column VANDAL_REL24 > cell NU4435"
      },
      "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 NU4435 in Oncampushate222324.xlsx, sheet1 row 4435, 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_morrisville.",
          "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 4435 > column VANDAL_REL24 > cell NU4435. 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_2128/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2128",
      "challenge_url": "/challenge/?record=evt_2026_2128"
    },
    {
      "event_id": "evt_2026_2130",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NL",
        "cell": "NL483",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_REL24 > cell NL483"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_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 NL483 in Oncampushate222324.xlsx, sheet1 row 483, 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_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 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 Oncampushate222324.xlsx > sheet1 row 483 > column INTIM_REL24 > cell NL483. 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_2130/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2130",
      "challenge_url": "/challenge/?record=evt_2026_2130"
    },
    {
      "event_id": "evt_2026_2131",
      "school_id": "suny_oneonta",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4452,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4452",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4452 > column VANDAL_REL22 > cell EC4452"
      },
      "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 EC4452 in Oncampushate222324.xlsx, sheet1 row 4452, 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 suny_oneonta.",
          "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 4452 > column VANDAL_REL22 > cell EC4452. 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_2131/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2131",
      "challenge_url": "/challenge/?record=evt_2026_2131"
    },
    {
      "event_id": "evt_2026_2133",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NU",
        "cell": "NU7231",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_REL24 > cell NU7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "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 NU7231 in Oncampushate222324.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 Oncampushate222324.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_2133/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2133",
      "challenge_url": "/challenge/?record=evt_2026_2133"
    },
    {
      "event_id": "evt_2026_2134",
      "school_id": "the_new_school",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4319,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4319",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4319 > column INTIM_RAC23 > cell IO4319"
      },
      "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 IO4319 in Oncampushate222324.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 Oncampushate222324.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_2134/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2134",
      "challenge_url": "/challenge/?record=evt_2026_2134"
    },
    {
      "event_id": "evt_2026_2135",
      "school_id": "bucks_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5320,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5320",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5320 > column VANDAL_REL22 > cell EC5320"
      },
      "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 EC5320 in Oncampushate222324.xlsx, sheet1 row 5320, 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 bucks_county_community_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 Oncampushate222324.xlsx > sheet1 row 5320 > column VANDAL_REL22 > cell EC5320. 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_2135/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2135",
      "challenge_url": "/challenge/?record=evt_2026_2135"
    },
    {
      "event_id": "evt_2026_2136",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC24",
        "column_letter": "NK",
        "cell": "NK470",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 470 > column INTIM_RAC24 > cell NK470"
      },
      "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 NK470 in Oncampushate222324.xlsx, sheet1 row 470, 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_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 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 Oncampushate222324.xlsx > sheet1 row 470 > column INTIM_RAC24 > cell NK470. 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_2136/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2136",
      "challenge_url": "/challenge/?record=evt_2026_2136"
    },
    {
      "event_id": "evt_2026_2139",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "OA",
        "cell": "OA474",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column VANDAL_NAT24 > cell OA474"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "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 OA474 in Oncampushate222324.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 Oncampushate222324.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_2139/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2139",
      "challenge_url": "/challenge/?record=evt_2026_2139"
    },
    {
      "event_id": "evt_2026_2140",
      "school_id": "union_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4511,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA4511",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4511 > column VANDAL_NAT24 > cell OA4511"
      },
      "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 OA4511 in Oncampushate222324.xlsx, sheet1 row 4511, 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 union_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 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 4511 > column VANDAL_NAT24 > cell OA4511. 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_2140/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2140",
      "challenge_url": "/challenge/?record=evt_2026_2140"
    },
    {
      "event_id": "evt_2026_2141",
      "school_id": "wilson_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5605,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5605",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5605 > column INTIM_RAC22 > cell DS5605"
      },
      "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 DS5605 in Oncampushate222324.xlsx, sheet1 row 5605, 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 wilson_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 Oncampushate222324.xlsx > sheet1 row 5605 > column INTIM_RAC22 > cell DS5605. 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_2141/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2141",
      "challenge_url": "/challenge/?record=evt_2026_2141"
    },
    {
      "event_id": "evt_2026_2142",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NU",
        "cell": "NU918",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column VANDAL_REL24 > cell NU918"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "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 NU918 in Oncampushate222324.xlsx, sheet1 row 918, 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_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 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 918 > column VANDAL_REL24 > cell NU918. 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_2142/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2142",
      "challenge_url": "/challenge/?record=evt_2026_2142"
    },
    {
      "event_id": "evt_2026_2144",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD5562",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5562 > column VANDAL_ET23 > cell JD5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "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 JD5562 in Oncampushate222324.xlsx, sheet1 row 5562, 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 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 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 5562 > column VANDAL_ET23 > cell JD5562. 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_2144/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2144",
      "challenge_url": "/challenge/?record=evt_2026_2144"
    },
    {
      "event_id": "evt_2026_2145",
      "school_id": "california_polytechnic_state_university_san_luis_obispo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 438,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY438",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 438 > column VANDAL_REL23 > cell IY438"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "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 IY438 in Oncampushate222324.xlsx, sheet1 row 438, 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 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 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 438 > column VANDAL_REL23 > cell IY438. 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_2145/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2145",
      "challenge_url": "/challenge/?record=evt_2026_2145"
    },
    {
      "event_id": "evt_2026_2146",
      "school_id": "university_at_buffalo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4441,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4441",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4441 > column INTIM_REL23 > cell IP4441"
      },
      "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 IP4441 in Oncampushate222324.xlsx, sheet1 row 4441, 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_at_buffalo.",
          "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 4441 > column INTIM_REL23 > cell IP4441. 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_2146/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2146",
      "challenge_url": "/challenge/?record=evt_2026_2146"
    },
    {
      "event_id": "evt_2026_2147",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "ARSON_REL23",
        "column_letter": "HO",
        "cell": "HO5353",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2147/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2147",
      "challenge_url": "/challenge/?record=evt_2026_2147"
    },
    {
      "event_id": "evt_2026_2148",
      "school_id": "california_state_university_sacramento",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 467,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT467",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 467 > column VANDAL_RAC24 > cell NT467"
      },
      "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 NT467 in Oncampushate222324.xlsx, sheet1 row 467, 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 california_state_university_sacramento.",
          "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 Oncampushate222324.xlsx > sheet1 row 467 > column VANDAL_RAC24 > cell NT467. 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_2148/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2148",
      "challenge_url": "/challenge/?record=evt_2026_2148"
    },
    {
      "event_id": "evt_2026_2149",
      "school_id": "upstate_medical_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4473,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4473",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4473 > column VANDAL_REL24 > cell NU4473"
      },
      "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 NU4473 in Oncampushate222324.xlsx, sheet1 row 4473, 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 upstate_medical_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 Oncampushate222324.xlsx > sheet1 row 4473 > column VANDAL_REL24 > cell NU4473. 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_2149/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2149",
      "challenge_url": "/challenge/?record=evt_2026_2149"
    },
    {
      "event_id": "evt_2026_2151",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "OA",
        "cell": "OA517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 517 > column VANDAL_NAT24 > cell OA517"
      },
      "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 OA517 in Oncampushate222324.xlsx, sheet1 row 517, 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 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 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 517 > column VANDAL_NAT24 > cell OA517. 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_2151/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2151",
      "challenge_url": "/challenge/?record=evt_2026_2151"
    },
    {
      "event_id": "evt_2026_2152",
      "school_id": "vassar_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4524,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4524",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2152/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2152",
      "challenge_url": "/challenge/?record=evt_2026_2152"
    },
    {
      "event_id": "evt_2026_2153",
      "school_id": "villanova_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5586,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5586",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5586 > column INTIM_RAC23 > cell IO5586"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO5586 in Oncampushate222324.xlsx, sheet1 row 5586, 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 villanova_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 Oncampushate222324.xlsx > sheet1 row 5586 > column INTIM_RAC23 > cell IO5586. 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_2153/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2153",
      "challenge_url": "/challenge/?record=evt_2026_2153"
    },
    {
      "event_id": "evt_2026_2154",
      "school_id": "el_camino_community_college_district",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 571,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU571",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 571 > column SIM_A_SEX24 > cell MU571"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_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 MU571 in Oncampushate222324.xlsx, sheet1 row 571, column SIM_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 el_camino_community_college_district.",
          "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 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_SEX24 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-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 571 > column SIM_A_SEX24 > cell MU571. 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_2154/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2154",
      "challenge_url": "/challenge/?record=evt_2026_2154"
    },
    {
      "event_id": "evt_2026_2155",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4546,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4546",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4546 > column VANDAL_REL24 > cell NU4546"
      },
      "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 NU4546 in Oncampushate222324.xlsx, sheet1 row 4546, 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 yeshiva_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 Oncampushate222324.xlsx > sheet1 row 4546 > column VANDAL_REL24 > cell NU4546. 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_2155/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2155",
      "challenge_url": "/challenge/?record=evt_2026_2155"
    },
    {
      "event_id": "evt_2026_2156",
      "school_id": "carnegie_mellon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5328,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5328",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5328 > column VANDAL_RAC23 > cell IX5328"
      },
      "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 IX5328 in Oncampushate222324.xlsx, sheet1 row 5328, 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 carnegie_mellon_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 5328 > column VANDAL_RAC23 > cell IX5328. 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_2156/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2156",
      "challenge_url": "/challenge/?record=evt_2026_2156"
    },
    {
      "event_id": "evt_2026_2157",
      "school_id": "loyola_marymount_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 664,
        "column": "LAR_T_NAT24",
        "column_letter": "NI",
        "cell": "NI664",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 664 > column LAR_T_NAT24 > cell NI664"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-nat24",
      "expected_column": "LAR_T_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 NI664 in Oncampushate222324.xlsx, sheet1 row 664, column LAR_T_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 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 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 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_NAT24 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-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 664 > column LAR_T_NAT24 > cell NI664. 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_2157/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2157",
      "challenge_url": "/challenge/?record=evt_2026_2157"
    },
    {
      "event_id": "evt_2026_2158",
      "school_id": "cornell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4174,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU4174",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4174 > column INTIM_ET23 > cell IU4174"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et23",
      "expected_column": "INTIM_ET23",
      "expected_count": 5,
      "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 Oncampushate222324.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 Oncampushate222324.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_2158/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2158",
      "challenge_url": "/challenge/?record=evt_2026_2158"
    },
    {
      "event_id": "evt_2026_2159",
      "school_id": "millersville_university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5450,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5450",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5450 > column VANDAL_RAC23 > cell IX5450"
      },
      "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 IX5450 in Oncampushate222324.xlsx, sheet1 row 5450, 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 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 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 5450 > column VANDAL_RAC23 > cell IX5450. 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_2159/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2159",
      "challenge_url": "/challenge/?record=evt_2026_2159"
    },
    {
      "event_id": "evt_2026_2161",
      "school_id": "cuny_john_jay_college_of_criminal_justice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4206,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV4206",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4206 > column INTIM_NAT23 > cell IV4206"
      },
      "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 IV4206 in Oncampushate222324.xlsx, sheet1 row 4206, 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 cuny_john_jay_college_of_criminal_justice.",
          "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 4206 > column INTIM_NAT23 > cell IV4206. 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_2161/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2161",
      "challenge_url": "/challenge/?record=evt_2026_2161"
    },
    {
      "event_id": "evt_2026_2164",
      "school_id": "albert_einstein_college_of_medicine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7638,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG7638",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7638 > column LAR_T_REL23 > cell IG7638"
      },
      "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 IG7638 in Oncampushate222324.xlsx, sheet1 row 7638, 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 albert_einstein_college_of_medicine.",
          "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 7638 > column LAR_T_REL23 > cell IG7638. 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_2164/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2164",
      "challenge_url": "/challenge/?record=evt_2026_2164"
    },
    {
      "event_id": "evt_2026_2166",
      "school_id": "pitzer_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 784,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL784",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 784 > column INTIM_REL24 > cell NL784"
      },
      "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 NL784 in Oncampushate222324.xlsx, sheet1 row 784, 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 pitzer_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 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 Oncampushate222324.xlsx > sheet1 row 784 > column INTIM_REL24 > cell NL784. 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_2166/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2166",
      "challenge_url": "/challenge/?record=evt_2026_2166"
    },
    {
      "event_id": "evt_2026_2167",
      "school_id": "clarkson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4153,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4153",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4153 > column INTIM_RAC22 > cell DS4153"
      },
      "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 DS4153 in Oncampushate222324.xlsx, sheet1 row 4153, 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 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 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 4153 > column INTIM_RAC22 > cell DS4153. 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_2167/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2167",
      "challenge_url": "/challenge/?record=evt_2026_2167"
    },
    {
      "event_id": "evt_2026_2168",
      "school_id": "university_of_pittsburgh_pittsburgh_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5522,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5522",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5522 > column INTIM_RAC22 > cell DS5522"
      },
      "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 DS5522 in Oncampushate222324.xlsx, sheet1 row 5522, 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_pittsburgh_pittsburgh_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 Oncampushate222324.xlsx > sheet1 row 5522 > column INTIM_RAC22 > cell DS5522. 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_2168/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2168",
      "challenge_url": "/challenge/?record=evt_2026_2168"
    },
    {
      "event_id": "evt_2026_2170",
      "school_id": "cuny_laguardia_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4208,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE4208",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4208 > column VANDAL_NAT23 > cell JE4208"
      },
      "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 JE4208 in Oncampushate222324.xlsx, sheet1 row 4208, 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 cuny_laguardia_community_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 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 4208 > column VANDAL_NAT23 > cell JE4208. 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_2170/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2170",
      "challenge_url": "/challenge/?record=evt_2026_2170"
    },
    {
      "event_id": "evt_2026_2173",
      "school_id": "hebrew_union_college_jewish_institute_of_religion",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4938,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4938",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4938 > column VANDAL_REL23 > cell IY4938"
      },
      "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 IY4938 in Oncampushate222324.xlsx, sheet1 row 4938, 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 hebrew_union_college_jewish_institute_of_religion.",
          "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 4938 > column VANDAL_REL23 > cell IY4938. 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_2173/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2173",
      "challenge_url": "/challenge/?record=evt_2026_2173"
    },
    {
      "event_id": "evt_2026_2175",
      "school_id": "san_jose_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 857,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU857",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 857 > column INTIM_ET23 > cell IU857"
      },
      "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 IU857 in Oncampushate222324.xlsx, sheet1 row 857, 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 san_jose_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 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 857 > column INTIM_ET23 > cell IU857. 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_2175/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2175",
      "challenge_url": "/challenge/?record=evt_2026_2175"
    },
    {
      "event_id": "evt_2026_2177",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU5486",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5486 > column INTIM_ET23 > cell IU5486"
      },
      "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 IU5486 in Oncampushate222324.xlsx, sheet1 row 5486, 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 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 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 5486 > column INTIM_ET23 > cell IU5486. 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_2177/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2177",
      "challenge_url": "/challenge/?record=evt_2026_2177"
    },
    {
      "event_id": "evt_2026_2178",
      "school_id": "santa_clara_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 867,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU867",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 867 > column SIM_A_SEX24 > cell MU867"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_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 MU867 in Oncampushate222324.xlsx, sheet1 row 867, column SIM_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 santa_clara_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 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_SEX24 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-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 867 > column SIM_A_SEX24 > cell MU867. 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_2178/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2178",
      "challenge_url": "/challenge/?record=evt_2026_2178"
    },
    {
      "event_id": "evt_2026_2179",
      "school_id": "st_lawrence_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4405,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4405",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4405 > column VANDAL_RAC23 > cell IX4405"
      },
      "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 IX4405 in Oncampushate222324.xlsx, sheet1 row 4405, 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 st_lawrence_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 4405 > column VANDAL_RAC23 > cell IX4405. 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_2179/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2179",
      "challenge_url": "/challenge/?record=evt_2026_2179"
    },
    {
      "event_id": "evt_2026_2181",
      "school_id": "southwestern_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 911,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX911",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 911 > column VANDAL_RAC23 > cell IX911"
      },
      "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 IX911 in Oncampushate222324.xlsx, sheet1 row 911, 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 southwestern_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 Oncampushate222324.xlsx > sheet1 row 911 > column VANDAL_RAC23 > cell IX911. 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_2181/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2181",
      "challenge_url": "/challenge/?record=evt_2026_2181"
    },
    {
      "event_id": "evt_2026_2182",
      "school_id": "suny_adirondack",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4104,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4104",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2182/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2182",
      "challenge_url": "/challenge/?record=evt_2026_2182"
    },
    {
      "event_id": "evt_2026_2183",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "RAPE_RAC23",
        "column_letter": "ET",
        "cell": "ET5353",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2183/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2183",
      "challenge_url": "/challenge/?record=evt_2026_2183"
    },
    {
      "event_id": "evt_2026_2184",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NU",
        "cell": "NU472",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 472 > column VANDAL_REL24 > cell NU472"
      },
      "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 NU472 in Oncampushate222324.xlsx, sheet1 row 472, 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_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 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 472 > column VANDAL_REL24 > cell NU472. 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_2184/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2184",
      "challenge_url": "/challenge/?record=evt_2026_2184"
    },
    {
      "event_id": "evt_2026_2185",
      "school_id": "suny_at_purchase_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4458,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4458",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4458 > column VANDAL_REL23 > cell IY4458"
      },
      "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 IY4458 in Oncampushate222324.xlsx, sheet1 row 4458, 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 suny_at_purchase_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 Oncampushate222324.xlsx > sheet1 row 4458 > column VANDAL_REL23 > cell IY4458. 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_2185/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2185",
      "challenge_url": "/challenge/?record=evt_2026_2185"
    },
    {
      "event_id": "evt_2026_2186",
      "school_id": "villanova_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5586,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5586",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5586 > column INTIM_RAC22 > cell DS5586"
      },
      "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 DS5586 in Oncampushate222324.xlsx, sheet1 row 5586, 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 villanova_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 5586 > column INTIM_RAC22 > cell DS5586. 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_2186/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2186",
      "challenge_url": "/challenge/?record=evt_2026_2186"
    },
    {
      "event_id": "evt_2026_2187",
      "school_id": "university_of_california_riverside",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 475,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT475",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 475 > column VANDAL_RAC24 > cell NT475"
      },
      "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 NT475 in Oncampushate222324.xlsx, sheet1 row 475, 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_california_riverside.",
          "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 Oncampushate222324.xlsx > sheet1 row 475 > column VANDAL_RAC24 > cell NT475. 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_2187/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2187",
      "challenge_url": "/challenge/?record=evt_2026_2187"
    },
    {
      "event_id": "evt_2026_2188",
      "school_id": "union_theological_seminary_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4512,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4512",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4512 > column VANDAL_RAC23 > cell IX4512"
      },
      "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 IX4512 in Oncampushate222324.xlsx, sheet1 row 4512, 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 union_theological_seminary_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 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 4512 > column VANDAL_RAC23 > cell IX4512. 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_2188/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2188",
      "challenge_url": "/challenge/?record=evt_2026_2188"
    },
    {
      "event_id": "evt_2026_2189",
      "school_id": "millersville_university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5450,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5450",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5450 > column INTIM_RAC22 > cell DS5450"
      },
      "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 DS5450 in Oncampushate222324.xlsx, sheet1 row 5450, 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 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 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 5450 > column INTIM_RAC22 > cell DS5450. 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_2189/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2189",
      "challenge_url": "/challenge/?record=evt_2026_2189"
    },
    {
      "event_id": "evt_2026_2190",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "OA",
        "cell": "OA484",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_NAT24 > cell OA484"
      },
      "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 OA484 in Oncampushate222324.xlsx, sheet1 row 484, 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_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 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 484 > column VANDAL_NAT24 > cell OA484. 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_2190/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2190",
      "challenge_url": "/challenge/?record=evt_2026_2190"
    },
    {
      "event_id": "evt_2026_2192",
      "school_id": "temple_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5565,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5565",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5565 > column INTIM_RAC22 > cell DS5565"
      },
      "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 DS5565 in Oncampushate222324.xlsx, sheet1 row 5565, 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 temple_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 5565 > column INTIM_RAC22 > cell DS5565. 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_2192/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2192",
      "challenge_url": "/challenge/?record=evt_2026_2192"
    },
    {
      "event_id": "evt_2026_2193",
      "school_id": "university_of_redlands",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 804,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX804",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 804 > column VANDAL_RAC23 > cell IX804"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "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 IX804 in Oncampushate222324.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 Oncampushate222324.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_2193/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2193",
      "challenge_url": "/challenge/?record=evt_2026_2193"
    },
    {
      "event_id": "evt_2026_2194",
      "school_id": "sarah_lawrence_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4408,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4408",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4408 > column INTIM_RAC22 > cell DS4408"
      },
      "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 DS4408 in Oncampushate222324.xlsx, sheet1 row 4408, 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 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 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 4408 > column INTIM_RAC22 > cell DS4408. 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_2194/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2194",
      "challenge_url": "/challenge/?record=evt_2026_2194"
    },
    {
      "event_id": "evt_2026_2195",
      "school_id": "ursinus_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5581,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5581",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2195/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2195",
      "challenge_url": "/challenge/?record=evt_2026_2195"
    },
    {
      "event_id": "evt_2026_2197",
      "school_id": "sullivan_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4427,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4427",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4427 > column INTIM_RAC22 > cell DS4427"
      },
      "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 DS4427 in Oncampushate222324.xlsx, sheet1 row 4427, 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 sullivan_county_community_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 Oncampushate222324.xlsx > sheet1 row 4427 > column INTIM_RAC22 > cell DS4427. 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_2197/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2197",
      "challenge_url": "/challenge/?record=evt_2026_2197"
    },
    {
      "event_id": "evt_2026_2198",
      "school_id": "pennsylvania_college_of_art_and_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5500,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT5500",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5500 > column INTIM_REL22 > cell DT5500"
      },
      "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 DT5500 in Oncampushate222324.xlsx, sheet1 row 5500, 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 pennsylvania_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 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 5500 > column INTIM_REL22 > cell DT5500. 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_2198/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2198",
      "challenge_url": "/challenge/?record=evt_2026_2198"
    },
    {
      "event_id": "evt_2026_2199",
      "school_id": "alliant_international_university_san_diego",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 440,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO440",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 440 > column INTIM_RAC23 > cell IO440"
      },
      "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 IO440 in Oncampushate222324.xlsx, sheet1 row 440, 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 alliant_international_university_san_diego.",
          "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 Oncampushate222324.xlsx > sheet1 row 440 > column INTIM_RAC23 > cell IO440. 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_2199/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2199",
      "challenge_url": "/challenge/?record=evt_2026_2199"
    },
    {
      "event_id": "evt_2026_2200",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NL",
        "cell": "NL4212",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_REL24 > cell NL4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 4,
      "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 NL4212 in Oncampushate222324.xlsx, sheet1 row 4212, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_REL24 > cell NL4212. 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_2200/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2200",
      "challenge_url": "/challenge/?record=evt_2026_2200"
    },
    {
      "event_id": "evt_2026_2202",
      "school_id": "california_state_university_east_bay",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 460,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO460",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 460 > column INTIM_RAC23 > cell IO460"
      },
      "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 IO460 in Oncampushate222324.xlsx, sheet1 row 460, 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 california_state_university_east_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 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 Oncampushate222324.xlsx > sheet1 row 460 > column INTIM_RAC23 > cell IO460. 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_2202/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2202",
      "challenge_url": "/challenge/?record=evt_2026_2202"
    },
    {
      "event_id": "evt_2026_2203",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column INTIM_ET24 > cell NQ4163"
      },
      "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 NQ4163 in Oncampushate222324.xlsx, sheet1 row 4163, 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 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 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 4163 > column INTIM_ET24 > cell NQ4163. 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_2203/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2203",
      "challenge_url": "/challenge/?record=evt_2026_2203"
    },
    {
      "event_id": "evt_2026_2204",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE5562",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5562 > column VANDAL_NAT23 > cell JE5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_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 JE5562 in Oncampushate222324.xlsx, sheet1 row 5562, 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 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 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 5562 > column VANDAL_NAT23 > cell JE5562. 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_2204/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2204",
      "challenge_url": "/challenge/?record=evt_2026_2204"
    },
    {
      "event_id": "evt_2026_2205",
      "school_id": "california_state_university_fullerton",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 457,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD457",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 457 > column VANDAL_ET23 > cell JD457"
      },
      "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 JD457 in Oncampushate222324.xlsx, sheet1 row 457, 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 california_state_university_fullerton.",
          "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 457 > column VANDAL_ET23 > cell JD457. 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_2205/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2205",
      "challenge_url": "/challenge/?record=evt_2026_2205"
    },
    {
      "event_id": "evt_2026_2206",
      "school_id": "cuny_borough_of_manhattan_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4190,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD4190",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_ET23 > cell JD4190"
      },
      "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 JD4190 in Oncampushate222324.xlsx, sheet1 row 4190, 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 cuny_borough_of_manhattan_community_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 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 4190 > column VANDAL_ET23 > cell JD4190. 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_2206/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2206",
      "challenge_url": "/challenge/?record=evt_2026_2206"
    },
    {
      "event_id": "evt_2026_2208",
      "school_id": "college_of_alameda",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 390,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY390",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 390 > column VANDAL_REL23 > cell IY390"
      },
      "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 IY390 in Oncampushate222324.xlsx, sheet1 row 390, 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 college_of_alameda.",
          "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 390 > column VANDAL_REL23 > cell IY390. 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_2208/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2208",
      "challenge_url": "/challenge/?record=evt_2026_2208"
    },
    {
      "event_id": "evt_2026_2209",
      "school_id": "cuny_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4194,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4194",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4194 > column VANDAL_REL23 > cell IY4194"
      },
      "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 IY4194 in Oncampushate222324.xlsx, sheet1 row 4194, 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 cuny_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 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 4194 > column VANDAL_REL23 > cell IY4194. 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_2209/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2209",
      "challenge_url": "/challenge/?record=evt_2026_2209"
    },
    {
      "event_id": "evt_2026_2211",
      "school_id": "diablo_valley_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 566,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX566",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 566 > column VANDAL_RAC23 > cell IX566"
      },
      "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 IX566 in Oncampushate222324.xlsx, sheet1 row 566, 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 diablo_valley_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 Oncampushate222324.xlsx > sheet1 row 566 > column VANDAL_RAC23 > cell IX566. 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_2211/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2211",
      "challenge_url": "/challenge/?record=evt_2026_2211"
    },
    {
      "event_id": "evt_2026_2213",
      "school_id": "temple_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5565,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5565",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5565 > column VANDAL_REL22 > cell EC5565"
      },
      "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 EC5565 in Oncampushate222324.xlsx, sheet1 row 5565, 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 temple_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 5565 > column VANDAL_REL22 > cell EC5565. 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_2213/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2213",
      "challenge_url": "/challenge/?record=evt_2026_2213"
    },
    {
      "event_id": "evt_2026_2214",
      "school_id": "fullerton_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 594,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX594",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 594 > column VANDAL_RAC23 > cell IX594"
      },
      "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 IX594 in Oncampushate222324.xlsx, sheet1 row 594, 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 fullerton_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 Oncampushate222324.xlsx > sheet1 row 594 > column VANDAL_RAC23 > cell IX594. 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_2214/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2214",
      "challenge_url": "/challenge/?record=evt_2026_2214"
    },
    {
      "event_id": "evt_2026_2215",
      "school_id": "farmingdale_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4434,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4434",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4434 > column VANDAL_REL22 > cell EC4434"
      },
      "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 EC4434 in Oncampushate222324.xlsx, sheet1 row 4434, 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 farmingdale_state_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 Oncampushate222324.xlsx > sheet1 row 4434 > column VANDAL_REL22 > cell EC4434. 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_2215/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2215",
      "challenge_url": "/challenge/?record=evt_2026_2215"
    },
    {
      "event_id": "evt_2026_2216",
      "school_id": "northampton_county_area_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5463,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5463",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5463 > column VANDAL_RAC22 > cell EB5463"
      },
      "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 EB5463 in Oncampushate222324.xlsx, sheet1 row 5463, 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 northampton_county_area_community_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 5463 > column VANDAL_RAC22 > cell EB5463. 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_2216/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2216",
      "challenge_url": "/challenge/?record=evt_2026_2216"
    },
    {
      "event_id": "evt_2026_2217",
      "school_id": "los_angeles_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 660,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO660",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 660 > column INTIM_RAC23 > cell IO660"
      },
      "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 IO660 in Oncampushate222324.xlsx, sheet1 row 660, 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 los_angeles_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 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 Oncampushate222324.xlsx > sheet1 row 660 > column INTIM_RAC23 > cell IO660. 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_2217/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2217",
      "challenge_url": "/challenge/?record=evt_2026_2217"
    },
    {
      "event_id": "evt_2026_2218",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4260,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4260",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4260 > column VANDAL_REL24 > cell NU4260"
      },
      "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 NU4260 in Oncampushate222324.xlsx, sheet1 row 4260, 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 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 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 4260 > column VANDAL_REL24 > cell NU4260. 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_2218/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2218",
      "challenge_url": "/challenge/?record=evt_2026_2218"
    },
    {
      "event_id": "evt_2026_2219",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV5562",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5562 > column INTIM_NAT23 > cell IV5562"
      },
      "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 IV5562 in Oncampushate222324.xlsx, sheet1 row 5562, 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 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 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 5562 > column INTIM_NAT23 > cell IV5562. 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_2219/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2219",
      "challenge_url": "/challenge/?record=evt_2026_2219"
    },
    {
      "event_id": "evt_2026_2221",
      "school_id": "nassau_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4316,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4316",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL24 > cell NU4316"
      },
      "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 NU4316 in Oncampushate222324.xlsx, sheet1 row 4316, 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 nassau_community_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 Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL24 > cell NU4316. 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_2221/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2221",
      "challenge_url": "/challenge/?record=evt_2026_2221"
    },
    {
      "event_id": "evt_2026_2224",
      "school_id": "new_york_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4328,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4328",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4328 > column VANDAL_REL23 > cell IY4328"
      },
      "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 IY4328 in Oncampushate222324.xlsx, sheet1 row 4328, 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 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 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 4328 > column VANDAL_REL23 > cell IY4328. 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_2224/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2224",
      "challenge_url": "/challenge/?record=evt_2026_2224"
    },
    {
      "event_id": "evt_2026_2225",
      "school_id": "ursinus_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5581,
        "column": "LAR_T_ET22",
        "column_letter": "DP",
        "cell": "DP5581",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5581 > column LAR_T_ET22 > cell DP5581"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-et22",
      "expected_column": "LAR_T_ET22",
      "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 DP5581 in Oncampushate222324.xlsx, sheet1 row 5581, column LAR_T_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 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 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 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 LAR_T_ET22 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-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 5581 > column LAR_T_ET22 > cell DP5581. 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_2225/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2225",
      "challenge_url": "/challenge/?record=evt_2026_2225"
    },
    {
      "event_id": "evt_2026_2227",
      "school_id": "state_university_of_new_york_at_cortland",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4448,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4448",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4448 > column INTIM_RAC23 > cell IO4448"
      },
      "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 IO4448 in Oncampushate222324.xlsx, sheet1 row 4448, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4448 > column INTIM_RAC23 > cell IO4448. 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_2227/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2227",
      "challenge_url": "/challenge/?record=evt_2026_2227"
    },
    {
      "event_id": "evt_2026_2228",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5562",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5562 > column VANDAL_REL23 > cell IY5562"
      },
      "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 IY5562 in Oncampushate222324.xlsx, sheet1 row 5562, 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 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 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 5562 > column VANDAL_REL23 > cell IY5562. 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_2228/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2228",
      "challenge_url": "/challenge/?record=evt_2026_2228"
    },
    {
      "event_id": "evt_2026_2229",
      "school_id": "san_diego_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 830,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA830",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 830 > column VANDAL_GEN23 > cell JA830"
      },
      "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 JA830 in Oncampushate222324.xlsx, sheet1 row 830, 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 san_diego_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 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 830 > column VANDAL_GEN23 > cell JA830. 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_2229/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2229",
      "challenge_url": "/challenge/?record=evt_2026_2229"
    },
    {
      "event_id": "evt_2026_2230",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC4433",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2230/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2230",
      "challenge_url": "/challenge/?record=evt_2026_2230"
    },
    {
      "event_id": "evt_2026_2231",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5486",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5486 > column VANDAL_REL23 > cell IY5486"
      },
      "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 IY5486 in Oncampushate222324.xlsx, sheet1 row 5486, 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 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 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 5486 > column VANDAL_REL23 > cell IY5486. 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_2231/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2231",
      "challenge_url": "/challenge/?record=evt_2026_2231"
    },
    {
      "event_id": "evt_2026_2232",
      "school_id": "santiago_canyon_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7662,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX7662",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7662 > column VANDAL_RAC23 > cell IX7662"
      },
      "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 IX7662 in Oncampushate222324.xlsx, sheet1 row 7662, 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 santiago_canyon_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 Oncampushate222324.xlsx > sheet1 row 7662 > column VANDAL_RAC23 > cell IX7662. 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_2232/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2232",
      "challenge_url": "/challenge/?record=evt_2026_2232"
    },
    {
      "event_id": "evt_2026_2233",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4432",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC23 > cell IX4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "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 IX4432 in Oncampushate222324.xlsx, sheet1 row 4432, 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 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 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 4432 > column VANDAL_RAC23 > cell IX4432. 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_2233/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2233",
      "challenge_url": "/challenge/?record=evt_2026_2233"
    },
    {
      "event_id": "evt_2026_2236",
      "school_id": "suny_old_westbury",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4460,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4460",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4460 > column INTIM_REL23 > cell IP4460"
      },
      "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 IP4460 in Oncampushate222324.xlsx, sheet1 row 4460, 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 suny_old_westbury.",
          "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 4460 > column INTIM_REL23 > cell IP4460. 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_2236/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2236",
      "challenge_url": "/challenge/?record=evt_2026_2236"
    },
    {
      "event_id": "evt_2026_2237",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY5486",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5486 > column INTIM_ET22 > cell DY5486"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "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 DY5486 in Oncampushate222324.xlsx, sheet1 row 5486, 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 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 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 5486 > column INTIM_ET22 > cell DY5486. 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_2237/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2237",
      "challenge_url": "/challenge/?record=evt_2026_2237"
    },
    {
      "event_id": "evt_2026_2238",
      "school_id": "vanguard_university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 909,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX909",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 909 > column VANDAL_RAC23 > cell IX909"
      },
      "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 IX909 in Oncampushate222324.xlsx, sheet1 row 909, 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 vanguard_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 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 909 > column VANDAL_RAC23 > cell IX909. 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_2238/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2238",
      "challenge_url": "/challenge/?record=evt_2026_2238"
    },
    {
      "event_id": "evt_2026_2239",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "NR",
        "cell": "NR4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_NAT24 > cell NR4476"
      },
      "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 NR4476 in Oncampushate222324.xlsx, sheet1 row 4476, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_NAT24 > cell NR4476. 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_2239/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2239",
      "challenge_url": "/challenge/?record=evt_2026_2239"
    },
    {
      "event_id": "evt_2026_2241",
      "school_id": "long_beach_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 648,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB648",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 648 > column VANDAL_RAC22 > cell EB648"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_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 EB648 in Oncampushate222324.xlsx, sheet1 row 648, 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 long_beach_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 648 > column VANDAL_RAC22 > cell EB648. 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_2241/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2241",
      "challenge_url": "/challenge/?record=evt_2026_2241"
    },
    {
      "event_id": "evt_2026_2242",
      "school_id": "the_new_school",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4319,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR4319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4319 > column INTIM_GEN23 > cell IR4319"
      },
      "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 IR4319 in Oncampushate222324.xlsx, sheet1 row 4319, 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 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 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 4319 > column INTIM_GEN23 > cell IR4319. 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_2242/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2242",
      "challenge_url": "/challenge/?record=evt_2026_2242"
    },
    {
      "event_id": "evt_2026_2243",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC5486",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5486 > column SIM_A_SEX22 > cell DC5486"
      },
      "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 DC5486 in Oncampushate222324.xlsx, sheet1 row 5486, 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 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 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 5486 > column SIM_A_SEX22 > cell DC5486. 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_2243/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2243",
      "challenge_url": "/challenge/?record=evt_2026_2243"
    },
    {
      "event_id": "evt_2026_2244",
      "school_id": "cabrillo_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 425,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB425",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 425 > column VANDAL_RAC22 > cell EB425"
      },
      "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 EB425 in Oncampushate222324.xlsx, sheet1 row 425, 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 cabrillo_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 425 > column VANDAL_RAC22 > cell EB425. 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_2244/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2244",
      "challenge_url": "/challenge/?record=evt_2026_2244"
    },
    {
      "event_id": "evt_2026_2245",
      "school_id": "ulster_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4510,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4510",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4510 > column VANDAL_REL23 > cell IY4510"
      },
      "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 IY4510 in Oncampushate222324.xlsx, sheet1 row 4510, 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 ulster_county_community_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 Oncampushate222324.xlsx > sheet1 row 4510 > column VANDAL_REL23 > cell IY4510. 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_2245/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2245",
      "challenge_url": "/challenge/?record=evt_2026_2245"
    },
    {
      "event_id": "evt_2026_2248",
      "school_id": "university_at_albany",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4436,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4436",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4436 > column VANDAL_REL24 > cell NU4436"
      },
      "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 NU4436 in Oncampushate222324.xlsx, sheet1 row 4436, 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_at_albany.",
          "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 4436 > column VANDAL_REL24 > cell NU4436. 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_2248/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2248",
      "challenge_url": "/challenge/?record=evt_2026_2248"
    },
    {
      "event_id": "evt_2026_2249",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5486",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5486 > column VANDAL_RAC22 > cell EB5486"
      },
      "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 EB5486 in Oncampushate222324.xlsx, sheet1 row 5486, 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 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 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 5486 > column VANDAL_RAC22 > cell EB5486. 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_2249/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2249",
      "challenge_url": "/challenge/?record=evt_2026_2249"
    },
    {
      "event_id": "evt_2026_2251",
      "school_id": "university_at_buffalo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4441,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4441",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4441 > column VANDAL_REL23 > cell IY4441"
      },
      "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 IY4441 in Oncampushate222324.xlsx, sheet1 row 4441, 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_at_buffalo.",
          "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 4441 > column VANDAL_REL23 > cell IY4441. 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_2251/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2251",
      "challenge_url": "/challenge/?record=evt_2026_2251"
    },
    {
      "event_id": "evt_2026_2254",
      "school_id": "vassar_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4524,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4524",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4524 > column INTIM_RAC23 > cell IO4524"
      },
      "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 IO4524 in Oncampushate222324.xlsx, sheet1 row 4524, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4524 > column INTIM_RAC23 > cell IO4524. 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_2254/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2254",
      "challenge_url": "/challenge/?record=evt_2026_2254"
    },
    {
      "event_id": "evt_2026_2256",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4545",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4545 > column INTIM_REL23 > cell IP4545"
      },
      "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 IP4545 in Oncampushate222324.xlsx, sheet1 row 4545, 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 yeshiva_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 4545 > column INTIM_REL23 > cell IP4545. 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_2256/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2256",
      "challenge_url": "/challenge/?record=evt_2026_2256"
    },
    {
      "event_id": "evt_2026_2257",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_ET24",
        "column_letter": "NZ",
        "cell": "NZ483",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_ET24 > cell NZ483"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "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 NZ483 in Oncampushate222324.xlsx, sheet1 row 483, 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_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 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 Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_ET24 > cell NZ483. 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_2257/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2257",
      "challenge_url": "/challenge/?record=evt_2026_2257"
    },
    {
      "event_id": "evt_2026_2258",
      "school_id": "cornell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4174,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4174",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4174 > column INTIM_RAC23 > cell IO4174"
      },
      "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 IO4174 in Oncampushate222324.xlsx, sheet1 row 4174, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4174 > column INTIM_RAC23 > cell IO4174. 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_2258/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2258",
      "challenge_url": "/challenge/?record=evt_2026_2258"
    },
    {
      "event_id": "evt_2026_2259",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "NR",
        "cell": "NR7231",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_NAT24 > cell NR7231"
      },
      "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 NR7231 in Oncampushate222324.xlsx, sheet1 row 7231, 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 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 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 Oncampushate222324.xlsx > sheet1 row 7231 > column INTIM_NAT24 > cell NR7231. 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_2259/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2259",
      "challenge_url": "/challenge/?record=evt_2026_2259"
    },
    {
      "event_id": "evt_2026_2262",
      "school_id": "albert_einstein_college_of_medicine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7638,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX7638",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7638 > column VANDAL_RAC23 > cell IX7638"
      },
      "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 IX7638 in Oncampushate222324.xlsx, sheet1 row 7638, 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 albert_einstein_college_of_medicine.",
          "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 7638 > column VANDAL_RAC23 > cell IX7638. 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_2262/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2262",
      "challenge_url": "/challenge/?record=evt_2026_2262"
    },
    {
      "event_id": "evt_2026_2264",
      "school_id": "cuny_laguardia_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4208,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4208",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4208 > column VANDAL_RAC23 > cell IX4208"
      },
      "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 IX4208 in Oncampushate222324.xlsx, sheet1 row 4208, 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 cuny_laguardia_community_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 Oncampushate222324.xlsx > sheet1 row 4208 > column VANDAL_RAC23 > cell IX4208. 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_2264/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2264",
      "challenge_url": "/challenge/?record=evt_2026_2264"
    },
    {
      "event_id": "evt_2026_2265",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK918",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column AGG_A_SEX24 > cell LK918"
      },
      "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 LK918 in Oncampushate222324.xlsx, sheet1 row 918, 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_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 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 918 > column AGG_A_SEX24 > cell LK918. 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_2265/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2265",
      "challenge_url": "/challenge/?record=evt_2026_2265"
    },
    {
      "event_id": "evt_2026_2266",
      "school_id": "hilbert_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4249,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4249",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4249 > column INTIM_RAC22 > cell DS4249"
      },
      "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 DS4249 in Oncampushate222324.xlsx, sheet1 row 4249, 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 hilbert_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 Oncampushate222324.xlsx > sheet1 row 4249 > column INTIM_RAC22 > cell DS4249. 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_2266/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2266",
      "challenge_url": "/challenge/?record=evt_2026_2266"
    },
    {
      "event_id": "evt_2026_2267",
      "school_id": "california_polytechnic_state_university_san_luis_obispo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 438,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP438",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 438 > column INTIM_REL23 > cell IP438"
      },
      "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 IP438 in Oncampushate222324.xlsx, sheet1 row 438, 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 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 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 438 > column INTIM_REL23 > cell IP438. 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_2267/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2267",
      "challenge_url": "/challenge/?record=evt_2026_2267"
    },
    {
      "event_id": "evt_2026_2268",
      "school_id": "st_lawrence_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4405,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4405",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4405 > column VANDAL_REL22 > cell EC4405"
      },
      "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 EC4405 in Oncampushate222324.xlsx, sheet1 row 4405, 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 st_lawrence_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 4405 > column VANDAL_REL22 > cell EC4405. 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_2268/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2268",
      "challenge_url": "/challenge/?record=evt_2026_2268"
    },
    {
      "event_id": "evt_2026_2269",
      "school_id": "california_state_university_sacramento",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 467,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV467",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 467 > column INTIM_NAT23 > cell IV467"
      },
      "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 IV467 in Oncampushate222324.xlsx, sheet1 row 467, 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 california_state_university_sacramento.",
          "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 467 > column INTIM_NAT23 > cell IV467. 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_2269/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2269",
      "challenge_url": "/challenge/?record=evt_2026_2269"
    },
    {
      "event_id": "evt_2026_2270",
      "school_id": "suny_college_at_potsdam",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4457,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4457",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4457 > column VANDAL_REL22 > cell EC4457"
      },
      "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 EC4457 in Oncampushate222324.xlsx, sheet1 row 4457, 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 suny_college_at_potsdam.",
          "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 4457 > column VANDAL_REL22 > cell EC4457. 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_2270/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2270",
      "challenge_url": "/challenge/?record=evt_2026_2270"
    },
    {
      "event_id": "evt_2026_2271",
      "school_id": "las_positas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7443,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP7443",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7443 > column INTIM_REL23 > cell IP7443"
      },
      "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 IP7443 in Oncampushate222324.xlsx, sheet1 row 7443, 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 las_positas_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 7443 > column INTIM_REL23 > cell IP7443. 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_2271/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2271",
      "challenge_url": "/challenge/?record=evt_2026_2271"
    },
    {
      "event_id": "evt_2026_2272",
      "school_id": "cuny_hostos_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4200,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4200",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4200 > column VANDAL_REL22 > cell EC4200"
      },
      "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 EC4200 in Oncampushate222324.xlsx, sheet1 row 4200, 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 cuny_hostos_community_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 Oncampushate222324.xlsx > sheet1 row 4200 > column VANDAL_REL22 > cell EC4200. 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_2272/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2272",
      "challenge_url": "/challenge/?record=evt_2026_2272"
    },
    {
      "event_id": "evt_2026_2273",
      "school_id": "loyola_marymount_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 664,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA664",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 664 > column VANDAL_NAT24 > cell OA664"
      },
      "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 OA664 in Oncampushate222324.xlsx, sheet1 row 664, 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 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 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 664 > column VANDAL_NAT24 > cell OA664. 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_2273/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2273",
      "challenge_url": "/challenge/?record=evt_2026_2273"
    },
    {
      "event_id": "evt_2026_2274",
      "school_id": "suny_maritime_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4472,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4472",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4472 > column VANDAL_RAC22 > cell EB4472"
      },
      "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 EB4472 in Oncampushate222324.xlsx, sheet1 row 4472, 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 suny_maritime_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 4472 > column VANDAL_RAC22 > cell EB4472. 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_2274/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2274",
      "challenge_url": "/challenge/?record=evt_2026_2274"
    },
    {
      "event_id": "evt_2026_2276",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column INTIM_RAC24 > cell NK4163"
      },
      "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 NK4163 in Oncampushate222324.xlsx, sheet1 row 4163, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4163 > column INTIM_RAC24 > cell NK4163. 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_2276/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2276",
      "challenge_url": "/challenge/?record=evt_2026_2276"
    },
    {
      "event_id": "evt_2026_2277",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "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 pasadena_city_college, 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 pasadena_city_college, 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 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 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_2277/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2277",
      "challenge_url": "/challenge/?record=evt_2026_2277"
    },
    {
      "event_id": "evt_2026_2278",
      "school_id": "cuny_borough_of_manhattan_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4190,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE4190",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_NAT23 > cell JE4190"
      },
      "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 JE4190 in Oncampushate222324.xlsx, sheet1 row 4190, 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 cuny_borough_of_manhattan_community_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 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 4190 > column VANDAL_NAT23 > cell JE4190. 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_2278/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2278",
      "challenge_url": "/challenge/?record=evt_2026_2278"
    },
    {
      "event_id": "evt_2026_2279",
      "school_id": "san_diego_mesa_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 831,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB831",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 831 > column VANDAL_RAC22 > cell EB831"
      },
      "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 EB831 in Oncampushate222324.xlsx, sheet1 row 831, 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 san_diego_mesa_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 831 > column VANDAL_RAC22 > cell EB831. 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_2279/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2279",
      "challenge_url": "/challenge/?record=evt_2026_2279"
    },
    {
      "event_id": "evt_2026_2280",
      "school_id": "cuny_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4194,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG4194",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4194 > column LAR_T_REL23 > cell IG4194"
      },
      "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 IG4194 in Oncampushate222324.xlsx, sheet1 row 4194, 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 cuny_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 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 4194 > column LAR_T_REL23 > cell IG4194. 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_2280/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2280",
      "challenge_url": "/challenge/?record=evt_2026_2280"
    },
    {
      "event_id": "evt_2026_2282",
      "school_id": "cuny_queensborough_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4213,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4213",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4213 > column VANDAL_RAC23 > cell IX4213"
      },
      "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 IX4213 in Oncampushate222324.xlsx, sheet1 row 4213, 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 cuny_queensborough_community_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 Oncampushate222324.xlsx > sheet1 row 4213 > column VANDAL_RAC23 > cell IX4213. 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_2282/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2282",
      "challenge_url": "/challenge/?record=evt_2026_2282"
    },
    {
      "event_id": "evt_2026_2283",
      "school_id": "santa_monica_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 869,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU869",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 869 > column SIM_A_SEX24 > cell MU869"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_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 MU869 in Oncampushate222324.xlsx, sheet1 row 869, column SIM_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 santa_monica_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 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_SEX24 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-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 869 > column SIM_A_SEX24 > cell MU869. 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_2283/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2283",
      "challenge_url": "/challenge/?record=evt_2026_2283"
    },
    {
      "event_id": "evt_2026_2284",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4260,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4260",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2284/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2284",
      "challenge_url": "/challenge/?record=evt_2026_2284"
    },
    {
      "event_id": "evt_2026_2287",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP472",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 472 > column INTIM_REL23 > cell IP472"
      },
      "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 IP472 in Oncampushate222324.xlsx, sheet1 row 472, 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_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 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 472 > column INTIM_REL23 > cell IP472. 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_2287/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2287",
      "challenge_url": "/challenge/?record=evt_2026_2287"
    },
    {
      "event_id": "evt_2026_2289",
      "school_id": "university_of_california_riverside",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 475,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD475",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 475 > column VANDAL_ET23 > cell JD475"
      },
      "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 JD475 in Oncampushate222324.xlsx, sheet1 row 475, 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_riverside.",
          "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 475 > column VANDAL_ET23 > cell JD475. 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_2289/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2289",
      "challenge_url": "/challenge/?record=evt_2026_2289"
    },
    {
      "event_id": "evt_2026_2290",
      "school_id": "state_university_of_new_york_at_plattsburgh",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "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_2290/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2290",
      "challenge_url": "/challenge/?record=evt_2026_2290"
    },
    {
      "event_id": "evt_2026_2291",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC24",
        "column_letter": "NT",
        "cell": "NT484",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_RAC24 > cell NT484"
      },
      "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 NT484 in Oncampushate222324.xlsx, sheet1 row 484, 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_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 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 Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_RAC24 > cell NT484. 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_2291/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2291",
      "challenge_url": "/challenge/?record=evt_2026_2291"
    },
    {
      "event_id": "evt_2026_2292",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4433",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4433 > column VANDAL_REL24 > cell NU4433"
      },
      "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 NU4433 in Oncampushate222324.xlsx, sheet1 row 4433, 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_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 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 4433 > column VANDAL_REL24 > cell NU4433. 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_2292/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2292",
      "challenge_url": "/challenge/?record=evt_2026_2292"
    },
    {
      "event_id": "evt_2026_2294",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4432",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4432 > column INTIM_RAC23 > cell IO4432"
      },
      "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 IO4432 in Oncampushate222324.xlsx, sheet1 row 4432, 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_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 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 Oncampushate222324.xlsx > sheet1 row 4432 > column INTIM_RAC23 > cell IO4432. 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_2294/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2294",
      "challenge_url": "/challenge/?record=evt_2026_2294"
    },
    {
      "event_id": "evt_2026_2296",
      "school_id": "suny_old_westbury",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4460,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4460",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4460 > column VANDAL_RAC23 > cell IX4460"
      },
      "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 IX4460 in Oncampushate222324.xlsx, sheet1 row 4460, 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 suny_old_westbury.",
          "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 4460 > column VANDAL_RAC23 > cell IX4460. 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_2296/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2296",
      "challenge_url": "/challenge/?record=evt_2026_2296"
    },
    {
      "event_id": "evt_2026_2302",
      "school_id": "union_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4511,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU4511",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4511 > column INTIM_ET23 > cell IU4511"
      },
      "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 IU4511 in Oncampushate222324.xlsx, sheet1 row 4511, 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 union_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 Oncampushate222324.xlsx > sheet1 row 4511 > column INTIM_ET23 > cell IU4511. 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_2302/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2302",
      "challenge_url": "/challenge/?record=evt_2026_2302"
    },
    {
      "event_id": "evt_2026_2304",
      "school_id": "upstate_medical_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4473,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4473",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4473 > column INTIM_RAC23 > cell IO4473"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO4473 in Oncampushate222324.xlsx, sheet1 row 4473, 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 upstate_medical_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 Oncampushate222324.xlsx > sheet1 row 4473 > column INTIM_RAC23 > cell IO4473. 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_2304/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2304",
      "challenge_url": "/challenge/?record=evt_2026_2304"
    },
    {
      "event_id": "evt_2026_2305",
      "school_id": "new_york_film_academy",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9027,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT9027",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9027 > column INTIM_REL22 > cell DT9027"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "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 DT9027 in Oncampushate222324.xlsx, sheet1 row 9027, 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 new_york_film_academy.",
          "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 9027 > column INTIM_REL22 > cell DT9027. 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_2305/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2305",
      "challenge_url": "/challenge/?record=evt_2026_2305"
    },
    {
      "event_id": "evt_2026_2307",
      "school_id": "shasta_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 882,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV882",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 882 > column INTIM_NAT23 > cell IV882"
      },
      "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 IV882 in Oncampushate222324.xlsx, sheet1 row 882, 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 shasta_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 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 882 > column INTIM_NAT23 > cell IV882. 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_2307/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2307",
      "challenge_url": "/challenge/?record=evt_2026_2307"
    },
    {
      "event_id": "evt_2026_2308",
      "school_id": "cornell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4174,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD4174",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4174 > column VANDAL_ET23 > cell JD4174"
      },
      "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 JD4174 in Oncampushate222324.xlsx, sheet1 row 4174, 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 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 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 4174 > column VANDAL_ET23 > cell JD4174. 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_2308/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2308",
      "challenge_url": "/challenge/?record=evt_2026_2308"
    },
    {
      "event_id": "evt_2026_2309",
      "school_id": "california_state_university_stanislaus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 447,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS447",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 447 > column INTIM_RAC22 > cell DS447"
      },
      "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 DS447 in Oncampushate222324.xlsx, sheet1 row 447, 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_stanislaus.",
          "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 447 > column INTIM_RAC22 > cell DS447. 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_2309/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2309",
      "challenge_url": "/challenge/?record=evt_2026_2309"
    },
    {
      "event_id": "evt_2026_2310",
      "school_id": "cuny_john_jay_college_of_criminal_justice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4206,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4206",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4206 > column INTIM_RAC23 > cell IO4206"
      },
      "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 IO4206 in Oncampushate222324.xlsx, sheet1 row 4206, 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 cuny_john_jay_college_of_criminal_justice.",
          "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 Oncampushate222324.xlsx > sheet1 row 4206 > column INTIM_RAC23 > cell IO4206. 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_2310/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2310",
      "challenge_url": "/challenge/?record=evt_2026_2310"
    },
    {
      "event_id": "evt_2026_2311",
      "school_id": "azusa_pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 411,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB411",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 411 > column VANDAL_RAC22 > cell EB411"
      },
      "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 EB411 in Oncampushate222324.xlsx, sheet1 row 411, 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 azusa_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 Oncampushate222324.xlsx > sheet1 row 411 > column VANDAL_RAC22 > cell EB411. 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_2311/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2311",
      "challenge_url": "/challenge/?record=evt_2026_2311"
    },
    {
      "event_id": "evt_2026_2312",
      "school_id": "cuny_hunter_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4201,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4201",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4201 > column INTIM_REL23 > cell IP4201"
      },
      "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 IP4201 in Oncampushate222324.xlsx, sheet1 row 4201, 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_hunter_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 4201 > column INTIM_REL23 > cell IP4201. 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_2312/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2312",
      "challenge_url": "/challenge/?record=evt_2026_2312"
    },
    {
      "event_id": "evt_2026_2314",
      "school_id": "cuny_laguardia_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4208,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4208",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4208 > column INTIM_ET22 > cell DY4208"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "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 DY4208 in Oncampushate222324.xlsx, sheet1 row 4208, 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_laguardia_community_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 4208 > column INTIM_ET22 > cell DY4208. 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_2314/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2314",
      "challenge_url": "/challenge/?record=evt_2026_2314"
    },
    {
      "event_id": "evt_2026_2315",
      "school_id": "pomona_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 794,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI794",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 794 > column VANDAL_NAT22 > cell EI794"
      },
      "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 EI794 in Oncampushate222324.xlsx, sheet1 row 794, 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 pomona_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 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 794 > column VANDAL_NAT22 > cell EI794. 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_2315/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2315",
      "challenge_url": "/challenge/?record=evt_2026_2315"
    },
    {
      "event_id": "evt_2026_2316",
      "school_id": "marist_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4289,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4289",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4289 > column VANDAL_RAC22 > cell EB4289"
      },
      "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 EB4289 in Oncampushate222324.xlsx, sheet1 row 4289, 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 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 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 4289 > column VANDAL_RAC22 > cell EB4289. 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_2316/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2316",
      "challenge_url": "/challenge/?record=evt_2026_2316"
    },
    {
      "event_id": "evt_2026_2317",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT24",
        "column_letter": "NR",
        "cell": "NR468",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_NAT24 > cell NR468"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "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 NR468 in Oncampushate222324.xlsx, sheet1 row 468, 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_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 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 Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_NAT24 > cell NR468. 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_2317/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2317",
      "challenge_url": "/challenge/?record=evt_2026_2317"
    },
    {
      "event_id": "evt_2026_2318",
      "school_id": "manhattanville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4286,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4286",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4286 > column INTIM_RAC22 > cell DS4286"
      },
      "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 DS4286 in Oncampushate222324.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 Oncampushate222324.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_2318/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2318",
      "challenge_url": "/challenge/?record=evt_2026_2318"
    },
    {
      "event_id": "evt_2026_2319",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NU",
        "cell": "NU483",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_REL24 > cell NU483"
      },
      "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 NU483 in Oncampushate222324.xlsx, sheet1 row 483, 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_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 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 483 > column VANDAL_REL24 > cell NU483. 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_2319/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2319",
      "challenge_url": "/challenge/?record=evt_2026_2319"
    },
    {
      "event_id": "evt_2026_2320",
      "school_id": "sarah_lawrence_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4408,
        "column": "LAR_T_REL22",
        "column_letter": "DK",
        "cell": "DK4408",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2320/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2320",
      "challenge_url": "/challenge/?record=evt_2026_2320"
    },
    {
      "event_id": "evt_2026_2322",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "LAR_T_ET24",
        "column_letter": "NH",
        "cell": "NH4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column LAR_T_ET24 > cell NH4163"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-et24",
      "expected_column": "LAR_T_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 NH4163 in Oncampushate222324.xlsx, sheet1 row 4163, column LAR_T_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 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 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 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 LAR_T_ET24 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-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 4163 > column LAR_T_ET24 > cell NH4163. 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_2322/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2322",
      "challenge_url": "/challenge/?record=evt_2026_2322"
    },
    {
      "event_id": "evt_2026_2324",
      "school_id": "cuny_borough_of_manhattan_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4190,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4190",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_RAC23 > cell IX4190"
      },
      "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 IX4190 in Oncampushate222324.xlsx, sheet1 row 4190, 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 cuny_borough_of_manhattan_community_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 Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_RAC23 > cell IX4190. 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_2324/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2324",
      "challenge_url": "/challenge/?record=evt_2026_2324"
    },
    {
      "event_id": "evt_2026_2325",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL24",
        "column_letter": "NL",
        "cell": "NL474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_REL24 > cell NL474"
      },
      "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 NL474 in Oncampushate222324.xlsx, sheet1 row 474, 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_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 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 Oncampushate222324.xlsx > sheet1 row 474 > column INTIM_REL24 > cell NL474. 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_2325/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2325",
      "challenge_url": "/challenge/?record=evt_2026_2325"
    },
    {
      "event_id": "evt_2026_2326",
      "school_id": "cuny_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4194,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4194",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4194 > column INTIM_RAC22 > cell DS4194"
      },
      "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 DS4194 in Oncampushate222324.xlsx, sheet1 row 4194, 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 cuny_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 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 4194 > column INTIM_RAC22 > cell DS4194. 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_2326/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2326",
      "challenge_url": "/challenge/?record=evt_2026_2326"
    },
    {
      "event_id": "evt_2026_2330",
      "school_id": "nassau_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4316,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4316",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL23 > cell IY4316"
      },
      "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 IY4316 in Oncampushate222324.xlsx, sheet1 row 4316, 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 nassau_community_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 Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL23 > cell IY4316. 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_2330/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2330",
      "challenge_url": "/challenge/?record=evt_2026_2330"
    },
    {
      "event_id": "evt_2026_2331",
      "school_id": "las_positas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7443,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY7443",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7443 > column VANDAL_REL23 > cell IY7443"
      },
      "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 IY7443 in Oncampushate222324.xlsx, sheet1 row 7443, 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 las_positas_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 Oncampushate222324.xlsx > sheet1 row 7443 > column VANDAL_REL23 > cell IY7443. 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_2331/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2331",
      "challenge_url": "/challenge/?record=evt_2026_2331"
    },
    {
      "event_id": "evt_2026_2332",
      "school_id": "new_york_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4328,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4328",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4328 > column INTIM_ET22 > cell DY4328"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "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 DY4328 in Oncampushate222324.xlsx, sheet1 row 4328, 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 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 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 4328 > column INTIM_ET22 > cell DY4328. 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_2332/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2332",
      "challenge_url": "/challenge/?record=evt_2026_2332"
    },
    {
      "event_id": "evt_2026_2334",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4433",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4433 > column VANDAL_RAC23 > cell IX4433"
      },
      "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 IX4433 in Oncampushate222324.xlsx, sheet1 row 4433, 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 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 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 4433 > column VANDAL_RAC23 > cell IX4433. 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_2334/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2334",
      "challenge_url": "/challenge/?record=evt_2026_2334"
    },
    {
      "event_id": "evt_2026_2335",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO770",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 770 > column INTIM_RAC23 > cell IO770"
      },
      "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 IO770 in Oncampushate222324.xlsx, sheet1 row 770, 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 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 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 Oncampushate222324.xlsx > sheet1 row 770 > column INTIM_RAC23 > cell IO770. 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_2335/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2335",
      "challenge_url": "/challenge/?record=evt_2026_2335"
    },
    {
      "event_id": "evt_2026_2336",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4432",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4432 > column VANDAL_REL23 > cell IY4432"
      },
      "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 IY4432 in Oncampushate222324.xlsx, sheet1 row 4432, 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 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 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 4432 > column VANDAL_REL23 > cell IY4432. 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_2336/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2336",
      "challenge_url": "/challenge/?record=evt_2026_2336"
    },
    {
      "event_id": "evt_2026_2338",
      "school_id": "suny_old_westbury",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4460,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4460",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4460 > column INTIM_RAC22 > cell DS4460"
      },
      "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 DS4460 in Oncampushate222324.xlsx, sheet1 row 4460, 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 suny_old_westbury.",
          "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 4460 > column INTIM_RAC22 > cell DS4460. 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_2338/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2338",
      "challenge_url": "/challenge/?record=evt_2026_2338"
    },
    {
      "event_id": "evt_2026_2340",
      "school_id": "the_new_school",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4319,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY4319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4319 > column SIM_A_SEX23 > cell HY4319"
      },
      "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 HY4319 in Oncampushate222324.xlsx, sheet1 row 4319, 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 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 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 4319 > column SIM_A_SEX23 > cell HY4319. 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_2340/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2340",
      "challenge_url": "/challenge/?record=evt_2026_2340"
    },
    {
      "event_id": "evt_2026_2341",
      "school_id": "santa_monica_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 869,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA869",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 869 > column VANDAL_NAT24 > cell OA869"
      },
      "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 OA869 in Oncampushate222324.xlsx, sheet1 row 869, 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 santa_monica_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 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 869 > column VANDAL_NAT24 > cell OA869. 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_2341/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2341",
      "challenge_url": "/challenge/?record=evt_2026_2341"
    },
    {
      "event_id": "evt_2026_2342",
      "school_id": "vassar_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4524,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4524",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4524 > column VANDAL_REL23 > cell IY4524"
      },
      "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 IY4524 in Oncampushate222324.xlsx, sheet1 row 4524, 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 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 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 4524 > column VANDAL_REL23 > cell IY4524. 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_2342/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2342",
      "challenge_url": "/challenge/?record=evt_2026_2342"
    },
    {
      "event_id": "evt_2026_2343",
      "school_id": "southwestern_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 911,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB911",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 911 > column VANDAL_RAC22 > cell EB911"
      },
      "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 EB911 in Oncampushate222324.xlsx, sheet1 row 911, 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 southwestern_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 911 > column VANDAL_RAC22 > cell EB911. 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_2343/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2343",
      "challenge_url": "/challenge/?record=evt_2026_2343"
    },
    {
      "event_id": "evt_2026_2345",
      "school_id": "university_of_california_riverside",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 475,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE475",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 475 > column VANDAL_NAT23 > cell JE475"
      },
      "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 JE475 in Oncampushate222324.xlsx, sheet1 row 475, 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_california_riverside.",
          "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 475 > column VANDAL_NAT23 > cell JE475. 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_2345/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2345",
      "challenge_url": "/challenge/?record=evt_2026_2345"
    },
    {
      "event_id": "evt_2026_2346",
      "school_id": "cuny_john_jay_college_of_criminal_justice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4206,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4206",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4206 > column VANDAL_RAC22 > cell EB4206"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "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 EB4206 in Oncampushate222324.xlsx, sheet1 row 4206, 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 cuny_john_jay_college_of_criminal_justice.",
          "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 4206 > column VANDAL_RAC22 > cell EB4206. 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_2346/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2346",
      "challenge_url": "/challenge/?record=evt_2026_2346"
    },
    {
      "event_id": "evt_2026_2354",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column VANDAL_NAT24 > cell OA4163"
      },
      "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 OA4163 in Oncampushate222324.xlsx, sheet1 row 4163, 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 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 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 4163 > column VANDAL_NAT24 > cell OA4163. 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_2354/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2354",
      "challenge_url": "/challenge/?record=evt_2026_2354"
    },
    {
      "event_id": "evt_2026_2355",
      "school_id": "san_diego_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 830,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX830",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 830 > column VANDAL_RAC23 > cell IX830"
      },
      "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 IX830 in Oncampushate222324.xlsx, sheet1 row 830, 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 san_diego_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 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 830 > column VANDAL_RAC23 > cell IX830. 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_2355/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2355",
      "challenge_url": "/challenge/?record=evt_2026_2355"
    },
    {
      "event_id": "evt_2026_2356",
      "school_id": "cuny_borough_of_manhattan_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4190,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4190",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_REL23 > cell IY4190"
      },
      "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 IY4190 in Oncampushate222324.xlsx, sheet1 row 4190, 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 cuny_borough_of_manhattan_community_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 Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_REL23 > cell IY4190. 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_2356/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2356",
      "challenge_url": "/challenge/?record=evt_2026_2356"
    },
    {
      "event_id": "evt_2026_2357",
      "school_id": "university_of_california_san_diego",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 477,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY477",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 477 > column SIM_A_SEX23 > cell HY477"
      },
      "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 HY477 in Oncampushate222324.xlsx, sheet1 row 477, 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_san_diego.",
          "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 477 > column SIM_A_SEX23 > cell HY477. 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_2357/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2357",
      "challenge_url": "/challenge/?record=evt_2026_2357"
    },
    {
      "event_id": "evt_2026_2358",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4260,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4260",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4260 > column INTIM_REL23 > cell IP4260"
      },
      "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 IP4260 in Oncampushate222324.xlsx, sheet1 row 4260, 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 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 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 4260 > column INTIM_REL23 > cell IP4260. 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_2358/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2358",
      "challenge_url": "/challenge/?record=evt_2026_2358"
    },
    {
      "event_id": "evt_2026_2360",
      "school_id": "nassau_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4316,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4316",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL22 > cell EC4316"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "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 EC4316 in Oncampushate222324.xlsx, sheet1 row 4316, 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 nassau_community_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 Oncampushate222324.xlsx > sheet1 row 4316 > column VANDAL_REL22 > cell EC4316. 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_2360/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2360",
      "challenge_url": "/challenge/?record=evt_2026_2360"
    },
    {
      "event_id": "evt_2026_2361",
      "school_id": "california_state_university_chico",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 452,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB452",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 452 > column VANDAL_RAC22 > cell EB452"
      },
      "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 EB452 in Oncampushate222324.xlsx, sheet1 row 452, 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 california_state_university_chico.",
          "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 452 > column VANDAL_RAC22 > cell EB452. 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_2361/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2361",
      "challenge_url": "/challenge/?record=evt_2026_2361"
    },
    {
      "event_id": "evt_2026_2364",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4432",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC22 > cell EB4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "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 EB4432 in Oncampushate222324.xlsx, sheet1 row 4432, 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 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 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 4432 > column VANDAL_RAC22 > cell EB4432. 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_2364/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2364",
      "challenge_url": "/challenge/?record=evt_2026_2364"
    },
    {
      "event_id": "evt_2026_2366",
      "school_id": "university_at_albany",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4436,
        "column": "AGG_A_SEX23",
        "column_letter": "GO",
        "cell": "GO4436",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4436 > column AGG_A_SEX23 > cell GO4436"
      },
      "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 GO4436 in Oncampushate222324.xlsx, sheet1 row 4436, 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_at_albany.",
          "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 4436 > column AGG_A_SEX23 > cell GO4436. 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_2366/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2366",
      "challenge_url": "/challenge/?record=evt_2026_2366"
    },
    {
      "event_id": "evt_2026_2367",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL23",
        "column_letter": "IY",
        "cell": "IY7231",
        "cell_value": "13",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7231 > column VANDAL_REL23 > cell IY7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 13,
      "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 IY7231 in Oncampushate222324.xlsx, sheet1 row 7231, 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 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 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 7231 > column VANDAL_REL23 > cell IY7231. 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_2367/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2367",
      "challenge_url": "/challenge/?record=evt_2026_2367"
    },
    {
      "event_id": "evt_2026_2368",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4545",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4545 > column INTIM_REL22 > cell DT4545"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "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 DT4545 in Oncampushate222324.xlsx, sheet1 row 4545, 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 yeshiva_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 4545 > column INTIM_REL22 > cell DT4545. 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_2368/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2368",
      "challenge_url": "/challenge/?record=evt_2026_2368"
    },
    {
      "event_id": "evt_2026_2369",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_SEX24",
        "column_letter": "MU",
        "cell": "MU470",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 470 > column SIM_A_SEX24 > cell MU470"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_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 MU470 in Oncampushate222324.xlsx, sheet1 row 470, column SIM_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_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 2024.",
          "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_SEX24 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-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 470 > column SIM_A_SEX24 > cell MU470. 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_2369/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2369",
      "challenge_url": "/challenge/?record=evt_2026_2369"
    },
    {
      "event_id": "evt_2026_2370",
      "school_id": "cornell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4174,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4174",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4174 > column VANDAL_RAC22 > cell EB4174"
      },
      "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 EB4174 in Oncampushate222324.xlsx, sheet1 row 4174, 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 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 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 4174 > column VANDAL_RAC22 > cell EB4174. 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_2370/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2370",
      "challenge_url": "/challenge/?record=evt_2026_2370"
    },
    {
      "event_id": "evt_2026_2371",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column LAR_T_REL24 > cell NC474"
      },
      "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 NC474 in Oncampushate222324.xlsx, sheet1 row 474, 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_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 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 Oncampushate222324.xlsx > sheet1 row 474 > column LAR_T_REL24 > cell NC474. 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_2371/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2371",
      "challenge_url": "/challenge/?record=evt_2026_2371"
    },
    {
      "event_id": "evt_2026_2373",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK919",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 919 > column INTIM_RAC24 > cell NK919"
      },
      "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 NK919 in Oncampushate222324.xlsx, sheet1 row 919, 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_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 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 Oncampushate222324.xlsx > sheet1 row 919 > column INTIM_RAC24 > cell NK919. 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_2373/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2373",
      "challenge_url": "/challenge/?record=evt_2026_2373"
    },
    {
      "event_id": "evt_2026_2375",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "LAR_T_NAT23",
        "column_letter": "IM",
        "cell": "IM517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 517 > column LAR_T_NAT23 > cell IM517"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-nat23",
      "expected_column": "LAR_T_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 IM517 in Oncampushate222324.xlsx, sheet1 row 517, column LAR_T_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 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 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_NAT23 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-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 517 > column LAR_T_NAT23 > cell IM517. 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_2375/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2375",
      "challenge_url": "/challenge/?record=evt_2026_2375"
    },
    {
      "event_id": "evt_2026_2376",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2376/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2376",
      "challenge_url": "/challenge/?record=evt_2026_2376"
    },
    {
      "event_id": "evt_2026_2377",
      "school_id": "loyola_marymount_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 664,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT664",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 664 > column VANDAL_RAC24 > cell NT664"
      },
      "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 NT664 in Oncampushate222324.xlsx, sheet1 row 664, 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 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 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 Oncampushate222324.xlsx > sheet1 row 664 > column VANDAL_RAC24 > cell NT664. 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_2377/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2377",
      "challenge_url": "/challenge/?record=evt_2026_2377"
    },
    {
      "event_id": "evt_2026_2378",
      "school_id": "cuny_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4194,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4194",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4194 > column VANDAL_REL22 > cell EC4194"
      },
      "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 EC4194 in Oncampushate222324.xlsx, sheet1 row 4194, 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 cuny_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 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 4194 > column VANDAL_REL22 > cell EC4194. 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_2378/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2378",
      "challenge_url": "/challenge/?record=evt_2026_2378"
    },
    {
      "event_id": "evt_2026_2379",
      "school_id": "orange_coast_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS749",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 749 > column INTIM_RAC22 > cell DS749"
      },
      "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 DS749 in Oncampushate222324.xlsx, sheet1 row 749, 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 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 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 749 > column INTIM_RAC22 > cell DS749. 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_2379/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2379",
      "challenge_url": "/challenge/?record=evt_2026_2379"
    },
    {
      "event_id": "evt_2026_2381",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL22",
        "column_letter": "EC",
        "cell": "EC770",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 770 > column VANDAL_REL22 > cell EC770"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 5,
      "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 EC770 in Oncampushate222324.xlsx, sheet1 row 770, 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 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 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 770 > column VANDAL_REL22 > cell EC770. 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_2381/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2381",
      "challenge_url": "/challenge/?record=evt_2026_2381"
    },
    {
      "event_id": "evt_2026_2382",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4433",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4433 > column VANDAL_REL22 > cell EC4433"
      },
      "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 EC4433 in Oncampushate222324.xlsx, sheet1 row 4433, 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 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 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 4433 > column VANDAL_REL22 > cell EC4433. 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_2382/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2382",
      "challenge_url": "/challenge/?record=evt_2026_2382"
    },
    {
      "event_id": "evt_2026_2383",
      "school_id": "san_diego_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC24",
        "column_letter": "NT",
        "cell": "NT833",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2383/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2383",
      "challenge_url": "/challenge/?record=evt_2026_2383"
    },
    {
      "event_id": "evt_2026_2384",
      "school_id": "university_at_albany",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4436,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4436",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4436 > column INTIM_REL22 > cell DT4436"
      },
      "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 DT4436 in Oncampushate222324.xlsx, sheet1 row 4436, 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_at_albany.",
          "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 4436 > column INTIM_REL22 > cell DT4436. 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_2384/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2384",
      "challenge_url": "/challenge/?record=evt_2026_2384"
    },
    {
      "event_id": "evt_2026_2385",
      "school_id": "san_jose_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 859,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY859",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 859 > column SIM_A_SEX23 > cell HY859"
      },
      "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 HY859 in Oncampushate222324.xlsx, sheet1 row 859, 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 san_jose_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 Oncampushate222324.xlsx > sheet1 row 859 > column SIM_A_SEX23 > cell HY859. 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_2385/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2385",
      "challenge_url": "/challenge/?record=evt_2026_2385"
    },
    {
      "event_id": "evt_2026_2386",
      "school_id": "cuny_john_jay_college_of_criminal_justice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4206,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ4206",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4206 > column INTIM_NAT22 > cell DZ4206"
      },
      "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 DZ4206 in Oncampushate222324.xlsx, sheet1 row 4206, 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_john_jay_college_of_criminal_justice.",
          "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 4206 > column INTIM_NAT22 > cell DZ4206. 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_2386/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2386",
      "challenge_url": "/challenge/?record=evt_2026_2386"
    },
    {
      "event_id": "evt_2026_2388",
      "school_id": "cuny_hunter_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4201,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4201",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4201 > column INTIM_REL22 > cell DT4201"
      },
      "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 DT4201 in Oncampushate222324.xlsx, sheet1 row 4201, 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 cuny_hunter_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 Oncampushate222324.xlsx > sheet1 row 4201 > column INTIM_REL22 > cell DT4201. 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_2388/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2388",
      "challenge_url": "/challenge/?record=evt_2026_2388"
    },
    {
      "event_id": "evt_2026_2389",
      "school_id": "university_of_california_irvine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC23",
        "column_letter": "IO",
        "cell": "IO473",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 473 > column INTIM_RAC23 > cell IO473"
      },
      "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 IO473 in Oncampushate222324.xlsx, sheet1 row 473, 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_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 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 Oncampushate222324.xlsx > sheet1 row 473 > column INTIM_RAC23 > cell IO473. 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_2389/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2389",
      "challenge_url": "/challenge/?record=evt_2026_2389"
    },
    {
      "event_id": "evt_2026_2391",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC23",
        "column_letter": "IX",
        "cell": "IX484",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_RAC23 > cell IX484"
      },
      "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 IX484 in Oncampushate222324.xlsx, sheet1 row 484, 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_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 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 484 > column VANDAL_RAC23 > cell IX484. 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_2391/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2391",
      "challenge_url": "/challenge/?record=evt_2026_2391"
    },
    {
      "event_id": "evt_2026_2392",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4260,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4260",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4260 > column VANDAL_REL22 > cell EC4260"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 5,
      "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 EC4260 in Oncampushate222324.xlsx, sheet1 row 4260, 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 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 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 4260 > column VANDAL_REL22 > cell EC4260. 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_2392/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2392",
      "challenge_url": "/challenge/?record=evt_2026_2392"
    },
    {
      "event_id": "evt_2026_2393",
      "school_id": "alliant_international_university_san_diego",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 440,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS440",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 440 > column INTIM_RAC22 > cell DS440"
      },
      "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 DS440 in Oncampushate222324.xlsx, sheet1 row 440, 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 alliant_international_university_san_diego.",
          "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 440 > column INTIM_RAC22 > cell DS440. 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_2393/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2393",
      "challenge_url": "/challenge/?record=evt_2026_2393"
    },
    {
      "event_id": "evt_2026_2394",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_NAT23",
        "column_letter": "JE",
        "cell": "JE4476",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column VANDAL_NAT23 > cell JE4476"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_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 JE4476 in Oncampushate222324.xlsx, sheet1 row 4476, 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 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 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 4476 > column VANDAL_NAT23 > cell JE4476. 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_2394/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2394",
      "challenge_url": "/challenge/?record=evt_2026_2394"
    },
    {
      "event_id": "evt_2026_2396",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4545",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4545 > column VANDAL_REL22 > cell EC4545"
      },
      "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 EC4545 in Oncampushate222324.xlsx, sheet1 row 4545, 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 yeshiva_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 4545 > column VANDAL_REL22 > cell EC4545. 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_2396/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2396",
      "challenge_url": "/challenge/?record=evt_2026_2396"
    },
    {
      "event_id": "evt_2026_2398",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4212",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column VANDAL_REL24 > cell NU4212"
      },
      "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 NU4212 in Oncampushate222324.xlsx, sheet1 row 4212, 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 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 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 4212 > column VANDAL_REL24 > cell NU4212. 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_2398/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2398",
      "challenge_url": "/challenge/?record=evt_2026_2398"
    },
    {
      "event_id": "evt_2026_2399",
      "school_id": "california_state_university_stanislaus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 447,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC447",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 447 > column VANDAL_REL22 > cell EC447"
      },
      "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 EC447 in Oncampushate222324.xlsx, sheet1 row 447, 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 california_state_university_stanislaus.",
          "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 447 > column VANDAL_REL22 > cell EC447. 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_2399/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2399",
      "challenge_url": "/challenge/?record=evt_2026_2399"
    },
    {
      "event_id": "evt_2026_2400",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4167,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU4167",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4167 > column INTIM_ET23 > cell IU4167"
      },
      "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 IU4167 in Oncampushate222324.xlsx, sheet1 row 4167, 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 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 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 4167 > column INTIM_ET23 > cell IU4167. 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_2400/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2400",
      "challenge_url": "/challenge/?record=evt_2026_2400"
    },
    {
      "event_id": "evt_2026_2401",
      "school_id": "university_of_california_berkeley",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC24",
        "column_letter": "NK",
        "cell": "NK468",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_RAC24 > cell NK468"
      },
      "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 NK468 in Oncampushate222324.xlsx, sheet1 row 468, 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_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 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 Oncampushate222324.xlsx > sheet1 row 468 > column INTIM_RAC24 > cell NK468. 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_2401/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2401",
      "challenge_url": "/challenge/?record=evt_2026_2401"
    },
    {
      "event_id": "evt_2026_2402",
      "school_id": "state_university_of_new_york_at_plattsburgh",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4461,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4461",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4461 > column VANDAL_RAC22 > cell EB4461"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_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 EB4461 in Oncampushate222324.xlsx, sheet1 row 4461, 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 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 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 4461 > column VANDAL_RAC22 > cell EB4461. 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_2402/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2402",
      "challenge_url": "/challenge/?record=evt_2026_2402"
    },
    {
      "event_id": "evt_2026_2403",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC24",
        "column_letter": "NT",
        "cell": "NT483",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_RAC24 > cell NT483"
      },
      "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 NT483 in Oncampushate222324.xlsx, sheet1 row 483, 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_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 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 Oncampushate222324.xlsx > sheet1 row 483 > column VANDAL_RAC24 > cell NT483. 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_2403/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2403",
      "challenge_url": "/challenge/?record=evt_2026_2403"
    },
    {
      "event_id": "evt_2026_2404",
      "school_id": "cuny_john_jay_college_of_criminal_justice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4206,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4206",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4206 > column INTIM_REL22 > cell DT4206"
      },
      "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 DT4206 in Oncampushate222324.xlsx, sheet1 row 4206, 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 cuny_john_jay_college_of_criminal_justice.",
          "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 4206 > column INTIM_REL22 > cell DT4206. 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_2404/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2404",
      "challenge_url": "/challenge/?record=evt_2026_2404"
    },
    {
      "event_id": "evt_2026_2408",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4163",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column VANDAL_RAC23 > cell IX4163"
      },
      "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 IX4163 in Oncampushate222324.xlsx, sheet1 row 4163, 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 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 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 4163 > column VANDAL_RAC23 > cell IX4163. 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_2408/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2408",
      "challenge_url": "/challenge/?record=evt_2026_2408"
    },
    {
      "event_id": "evt_2026_2409",
      "school_id": "university_of_california_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "ROBBE_NAT24",
        "column_letter": "LG",
        "cell": "LG474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 474 > column ROBBE_NAT24 > cell LG474"
      },
      "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 LG474 in Oncampushate222324.xlsx, sheet1 row 474, 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_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 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 474 > column ROBBE_NAT24 > cell LG474. 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_2409/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2409",
      "challenge_url": "/challenge/?record=evt_2026_2409"
    },
    {
      "event_id": "evt_2026_2411",
      "school_id": "university_of_southern_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC918",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 918 > column LAR_T_REL24 > cell NC918"
      },
      "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 NC918 in Oncampushate222324.xlsx, sheet1 row 918, 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_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 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 Oncampushate222324.xlsx > sheet1 row 918 > column LAR_T_REL24 > cell NC918. 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_2411/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2411",
      "challenge_url": "/challenge/?record=evt_2026_2411"
    },
    {
      "event_id": "evt_2026_2413",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 517 > column SIM_A_SEX23 > cell HY517"
      },
      "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 HY517 in Oncampushate222324.xlsx, sheet1 row 517, 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 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 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 517 > column SIM_A_SEX23 > cell HY517. 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_2413/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2413",
      "challenge_url": "/challenge/?record=evt_2026_2413"
    },
    {
      "event_id": "evt_2026_2415",
      "school_id": "loyola_marymount_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 664,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB664",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_2415/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2415",
      "challenge_url": "/challenge/?record=evt_2026_2415"
    },
    {
      "event_id": "evt_2026_2417",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS770",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 770 > column INTIM_RAC22 > cell DS770"
      },
      "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 DS770 in Oncampushate222324.xlsx, sheet1 row 770, 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 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 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 770 > column INTIM_RAC22 > cell DS770. 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_2417/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2417",
      "challenge_url": "/challenge/?record=evt_2026_2417"
    },
    {
      "event_id": "evt_2026_2418",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_REL23",
        "column_letter": "IY",
        "cell": "IY4476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column VANDAL_REL23 > cell IY4476"
      },
      "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 IY4476 in Oncampushate222324.xlsx, sheet1 row 4476, 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 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 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 4476 > column VANDAL_REL23 > cell IY4476. 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_2418/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2418",
      "challenge_url": "/challenge/?record=evt_2026_2418"
    },
    {
      "event_id": "evt_2026_2420",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC23",
        "column_letter": "IO",
        "cell": "IO4212",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_RAC23 > cell IO4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO4212 in Oncampushate222324.xlsx, sheet1 row 4212, 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 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 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 Oncampushate222324.xlsx > sheet1 row 4212 > column INTIM_RAC23 > cell IO4212. 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_2420/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2420",
      "challenge_url": "/challenge/?record=evt_2026_2420"
    },
    {
      "event_id": "evt_2026_2422",
      "school_id": "syracuse_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_ET22",
        "column_letter": "DY",
        "cell": "DY4476",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4476 > column INTIM_ET22 > cell DY4476"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_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 DY4476 in Oncampushate222324.xlsx, sheet1 row 4476, 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 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 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 4476 > column INTIM_ET22 > cell DY4476. 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_2422/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2422",
      "challenge_url": "/challenge/?record=evt_2026_2422"
    },
    {
      "event_id": "evt_2026_2423",
      "school_id": "santa_monica_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 869,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY869",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 869 > column VANDAL_REL23 > cell IY869"
      },
      "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 IY869 in Oncampushate222324.xlsx, sheet1 row 869, 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 santa_monica_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 Oncampushate222324.xlsx > sheet1 row 869 > column VANDAL_REL23 > cell IY869. 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_2423/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2423",
      "challenge_url": "/challenge/?record=evt_2026_2423"
    },
    {
      "event_id": "evt_2026_2424",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE4212",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4212 > column VANDAL_NAT23 > cell JE4212"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_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 JE4212 in Oncampushate222324.xlsx, sheet1 row 4212, 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 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 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 4212 > column VANDAL_NAT23 > cell JE4212. 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_2424/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2424",
      "challenge_url": "/challenge/?record=evt_2026_2424"
    },
    {
      "event_id": "evt_2026_2425",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_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_RAC22",
        "column_letter": "EB",
        "cell": "EB484",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_RAC22 > cell EB484"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "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 EB484 in Oncampushate222324.xlsx, sheet1 row 484, 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_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 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 484 > column VANDAL_RAC22 > cell EB484. 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_2425/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2425",
      "challenge_url": "/challenge/?record=evt_2026_2425"
    },
    {
      "event_id": "evt_2026_2427",
      "school_id": "northern_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 9737,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT9737",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 9737 > column VANDAL_RAC24 > cell NT9737"
      },
      "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 NT9737 in Publicpropertyhate222324.xlsx, sheet1 row 9737, 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 northern_technical_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 Publicpropertyhate222324.xlsx > sheet1 row 9737 > column VANDAL_RAC24 > cell NT9737. 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_2427/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2427",
      "challenge_url": "/challenge/?record=evt_2026_2427"
    },
    {
      "event_id": "evt_2026_2428",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 180,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV180",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 180 > column INTIM_NAT23 > cell IV180"
      },
      "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 IV180 in Publicpropertyhate222324.xlsx, sheet1 row 180, 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_arizona.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 180 > column INTIM_NAT23 > cell IV180. 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_2428/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2428",
      "challenge_url": "/challenge/?record=evt_2026_2428"
    },
    {
      "event_id": "evt_2026_2433",
      "school_id": "atlantis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 9505,
        "column": "VANDAL_GEN24",
        "column_letter": "NW",
        "cell": "NW9505",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 9505 > column VANDAL_GEN24 > cell NW9505"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen24",
      "expected_column": "VANDAL_GEN24",
      "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 NW9505 in Publicpropertyhate222324.xlsx, sheet1 row 9505, column VANDAL_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 atlantis_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 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_GEN24 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-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 9505 > column VANDAL_GEN24 > cell NW9505. 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_2433/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2433",
      "challenge_url": "/challenge/?record=evt_2026_2433"
    },
    {
      "event_id": "evt_2026_2434",
      "school_id": "emmanuel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1618,
        "column": "VANDAL_GEN24",
        "column_letter": "NW",
        "cell": "NW1618",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 1618 > column VANDAL_GEN24 > cell NW1618"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen24",
      "expected_column": "VANDAL_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 NW1618 in Publicpropertyhate222324.xlsx, sheet1 row 1618, column VANDAL_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 emmanuel_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 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_GEN24 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-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 1618 > column VANDAL_GEN24 > cell NW1618. 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_2434/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2434",
      "challenge_url": "/challenge/?record=evt_2026_2434"
    },
    {
      "event_id": "evt_2026_2436",
      "school_id": "boise_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1744,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU1744",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 1744 > column SIM_A_SEX24 > cell MU1744"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_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 MU1744 in Publicpropertyhate222324.xlsx, sheet1 row 1744, column SIM_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 boise_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 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_SEX24 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-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 1744 > column SIM_A_SEX24 > cell MU1744. 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_2436/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2436",
      "challenge_url": "/challenge/?record=evt_2026_2436"
    },
    {
      "event_id": "evt_2026_2442",
      "school_id": "emerson_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2949,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL2949",
        "cell_value": "3",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 2949 > column INTIM_REL24 > cell NL2949"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_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 NL2949 in Publicpropertyhate222324.xlsx, sheet1 row 2949, 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 emerson_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 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 Publicpropertyhate222324.xlsx > sheet1 row 2949 > column INTIM_REL24 > cell NL2949. 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_2442/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2442",
      "challenge_url": "/challenge/?record=evt_2026_2442"
    },
    {
      "event_id": "evt_2026_2444",
      "school_id": "albion_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3083,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3083",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3083 > column INTIM_RAC24 > cell NK3083"
      },
      "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 NK3083 in Publicpropertyhate222324.xlsx, sheet1 row 3083, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 3083 > column INTIM_RAC24 > cell NK3083. 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_2444/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2444",
      "challenge_url": "/challenge/?record=evt_2026_2444"
    },
    {
      "event_id": "evt_2026_2445",
      "school_id": "carleton_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3327,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3327",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3327 > column INTIM_RAC24 > cell NK3327"
      },
      "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 NK3327 in Publicpropertyhate222324.xlsx, sheet1 row 3327, 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 carleton_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 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 Publicpropertyhate222324.xlsx > sheet1 row 3327 > column INTIM_RAC24 > cell NK3327. 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_2445/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2445",
      "challenge_url": "/challenge/?record=evt_2026_2445"
    },
    {
      "event_id": "evt_2026_2446",
      "school_id": "saint_louis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3658,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL3658",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3658 > column INTIM_REL24 > cell NL3658"
      },
      "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 NL3658 in Publicpropertyhate222324.xlsx, sheet1 row 3658, 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 saint_louis_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 Publicpropertyhate222324.xlsx > sheet1 row 3658 > column INTIM_REL24 > cell NL3658. 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_2446/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2446",
      "challenge_url": "/challenge/?record=evt_2026_2446"
    },
    {
      "event_id": "evt_2026_2447",
      "school_id": "coahoma_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3437,
        "column": "ROBBE_GEN24",
        "column_letter": "LC",
        "cell": "LC3437",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3437 > column ROBBE_GEN24 > cell LC3437"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-gen24",
      "expected_column": "ROBBE_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 LC3437 in Publicpropertyhate222324.xlsx, sheet1 row 3437, column ROBBE_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 coahoma_community_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 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 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 ROBBE_GEN24 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-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 3437 > column ROBBE_GEN24 > cell LC3437. 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_2447/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2447",
      "challenge_url": "/challenge/?record=evt_2026_2447"
    },
    {
      "event_id": "evt_2026_2448",
      "school_id": "highlands_college_of_montana_tech",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3730,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3730",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3730 > column VANDAL_RAC24 > cell NT3730"
      },
      "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 NT3730 in Publicpropertyhate222324.xlsx, sheet1 row 3730, 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 highlands_college_of_montana_tech.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 3730 > column VANDAL_RAC24 > cell NT3730. 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_2448/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2448",
      "challenge_url": "/challenge/?record=evt_2026_2448"
    },
    {
      "event_id": "evt_2026_2449",
      "school_id": "rowan_cabarrus_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4733,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4733",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4733 > column VANDAL_RAC24 > cell NT4733"
      },
      "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 NT4733 in Publicpropertyhate222324.xlsx, sheet1 row 4733, 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 rowan_cabarrus_community_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 Publicpropertyhate222324.xlsx > sheet1 row 4733 > column VANDAL_RAC24 > cell NT4733. 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_2449/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2449",
      "challenge_url": "/challenge/?record=evt_2026_2449"
    },
    {
      "event_id": "evt_2026_2450",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3816",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3816 > column INTIM_RAC23 > cell IO3816"
      },
      "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 IO3816 in Publicpropertyhate222324.xlsx, sheet1 row 3816, 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_nebraska_lincoln.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 3816 > column INTIM_RAC23 > cell IO3816. 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_2450/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2450",
      "challenge_url": "/challenge/?record=evt_2026_2450"
    },
    {
      "event_id": "evt_2026_2452",
      "school_id": "rutgers_university_new_brunswick",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4001,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4001",
        "cell_value": "3",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4001 > column INTIM_REL24 > cell NL4001"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_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 NL4001 in Publicpropertyhate222324.xlsx, sheet1 row 4001, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 4001 > column INTIM_REL24 > cell NL4001. 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_2452/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2452",
      "challenge_url": "/challenge/?record=evt_2026_2452"
    },
    {
      "event_id": "evt_2026_2453",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4212,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4212",
        "cell_value": "3",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4212 > column INTIM_RAC24 > cell NK4212"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "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 NK4212 in Publicpropertyhate222324.xlsx, sheet1 row 4212, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 4212 > column INTIM_RAC24 > cell NK4212. 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_2453/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2453",
      "challenge_url": "/challenge/?record=evt_2026_2453"
    },
    {
      "event_id": "evt_2026_2454",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "FOND_GEN24",
        "column_letter": "KB",
        "cell": "KB4865",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4865 > column FOND_GEN24 > cell KB4865"
      },
      "provenance_status": "matched",
      "code_tag": "fond-gen24",
      "expected_column": "FOND_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 KB4865 in Publicpropertyhate222324.xlsx, sheet1 row 4865, column FOND_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 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_GEN24 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-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 4865 > column FOND_GEN24 > cell KB4865. 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_2454/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2454",
      "challenge_url": "/challenge/?record=evt_2026_2454"
    },
    {
      "event_id": "evt_2026_2456",
      "school_id": "university_of_portland",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5266,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5266",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5266 > column VANDAL_RAC23 > cell IX5266"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "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 IX5266 in Publicpropertyhate222324.xlsx, sheet1 row 5266, 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_portland.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 5266 > column VANDAL_RAC23 > cell IX5266. 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_2456/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2456",
      "challenge_url": "/challenge/?record=evt_2026_2456"
    },
    {
      "event_id": "evt_2026_2457",
      "school_id": "allegheny_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5303,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5303",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5303 > column INTIM_RAC24 > cell NK5303"
      },
      "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 NK5303 in Publicpropertyhate222324.xlsx, sheet1 row 5303, 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 allegheny_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 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 Publicpropertyhate222324.xlsx > sheet1 row 5303 > column INTIM_RAC24 > cell NK5303. 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_2457/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2457",
      "challenge_url": "/challenge/?record=evt_2026_2457"
    },
    {
      "event_id": "evt_2026_2458",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5610,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ5610",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5610 > column INTIM_ET24 > cell NQ5610"
      },
      "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 NQ5610 in Publicpropertyhate222324.xlsx, sheet1 row 5610, 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 brown_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 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 Publicpropertyhate222324.xlsx > sheet1 row 5610 > column INTIM_ET24 > cell NQ5610. 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_2458/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2458",
      "challenge_url": "/challenge/?record=evt_2026_2458"
    },
    {
      "event_id": "evt_2026_2459",
      "school_id": "university_of_south_carolina_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5717,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5717",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5717 > column VANDAL_RAC24 > cell NT5717"
      },
      "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 NT5717 in Publicpropertyhate222324.xlsx, sheet1 row 5717, 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_south_carolina_columbia.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 5717 > column VANDAL_RAC24 > cell NT5717. 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_2459/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2459",
      "challenge_url": "/challenge/?record=evt_2026_2459"
    },
    {
      "event_id": "evt_2026_2460",
      "school_id": "vanderbilt_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5950,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5950",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5950 > column INTIM_RAC24 > cell NK5950"
      },
      "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 NK5950 in Publicpropertyhate222324.xlsx, sheet1 row 5950, 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 vanderbilt_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 Publicpropertyhate222324.xlsx > sheet1 row 5950 > column INTIM_RAC24 > cell NK5950. 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_2460/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2460",
      "challenge_url": "/challenge/?record=evt_2026_2460"
    },
    {
      "event_id": "evt_2026_2461",
      "school_id": "st_mary_s_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6272,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6272",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 6272 > column VANDAL_REL24 > cell NU6272"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "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 NU6272 in Publicpropertyhate222324.xlsx, sheet1 row 6272, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 6272 > column VANDAL_REL24 > cell NU6272. 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_2461/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2461",
      "challenge_url": "/challenge/?record=evt_2026_2461"
    },
    {
      "event_id": "evt_2026_2464",
      "school_id": "bennington_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6528,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP6528",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 6528 > column INTIM_REL23 > cell IP6528"
      },
      "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 IP6528 in Publicpropertyhate222324.xlsx, sheet1 row 6528, 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 bennington_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 Publicpropertyhate222324.xlsx > sheet1 row 6528 > column INTIM_REL23 > cell IP6528. 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_2464/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2464",
      "challenge_url": "/challenge/?record=evt_2026_2464"
    },
    {
      "event_id": "evt_2026_2465",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6871,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT6871",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 6871 > column VANDAL_RAC24 > cell NT6871"
      },
      "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 NT6871 in Publicpropertyhate222324.xlsx, sheet1 row 6871, 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_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 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 Publicpropertyhate222324.xlsx > sheet1 row 6871 > column VANDAL_RAC24 > cell NT6871. 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_2465/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2465",
      "challenge_url": "/challenge/?record=evt_2026_2465"
    },
    {
      "event_id": "evt_2026_2466",
      "school_id": "university_of_wisconsin_madison",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7071,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR7071",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 7071 > column INTIM_NAT24 > cell NR7071"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "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 NR7071 in Publicpropertyhate222324.xlsx, sheet1 row 7071, 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_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 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 Publicpropertyhate222324.xlsx > sheet1 row 7071 > column INTIM_NAT24 > cell NR7071. 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_2466/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2466",
      "challenge_url": "/challenge/?record=evt_2026_2466"
    },
    {
      "event_id": "evt_2026_2468",
      "school_id": "harding_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 331,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO331",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 331 > column INTIM_RAC23 > cell IO331"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO331 in Publicpropertyhate222324.xlsx, sheet1 row 331, 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 harding_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 Publicpropertyhate222324.xlsx > sheet1 row 331 > column INTIM_RAC23 > cell IO331. 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_2468/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2468",
      "challenge_url": "/challenge/?record=evt_2026_2468"
    },
    {
      "event_id": "evt_2026_2469",
      "school_id": "northern_arizona_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 228,
        "column": "ROBBE_RAC22",
        "column_letter": "BH",
        "cell": "BH228",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 228 > column ROBBE_RAC22 > cell BH228"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-rac22",
      "expected_column": "ROBBE_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 BH228 in Publicpropertyhate222324.xlsx, sheet1 row 228, column ROBBE_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 northern_arizona_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 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 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 ROBBE_RAC22 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-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 228 > column ROBBE_RAC22 > cell BH228. 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_2469/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2469",
      "challenge_url": "/challenge/?record=evt_2026_2469"
    },
    {
      "event_id": "evt_2026_2471",
      "school_id": "community_college_of_denver",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 988,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE988",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 988 > column VANDAL_NAT23 > cell JE988"
      },
      "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 JE988 in Publicpropertyhate222324.xlsx, sheet1 row 988, 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 community_college_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 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 Publicpropertyhate222324.xlsx > sheet1 row 988 > column VANDAL_NAT23 > cell JE988. 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_2471/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2471",
      "challenge_url": "/challenge/?record=evt_2026_2471"
    },
    {
      "event_id": "evt_2026_2472",
      "school_id": "mitchell_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1086,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC1086",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 1086 > column VANDAL_REL22 > cell EC1086"
      },
      "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 EC1086 in Publicpropertyhate222324.xlsx, sheet1 row 1086, 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 mitchell_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 Publicpropertyhate222324.xlsx > sheet1 row 1086 > column VANDAL_REL22 > cell EC1086. 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_2472/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2472",
      "challenge_url": "/challenge/?record=evt_2026_2472"
    },
    {
      "event_id": "evt_2026_2475",
      "school_id": "georgia_institute_of_technology_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1635,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1635",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 1635 > column INTIM_RAC23 > cell IO1635"
      },
      "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 IO1635 in Publicpropertyhate222324.xlsx, sheet1 row 1635, 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 georgia_institute_of_technology_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 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 Publicpropertyhate222324.xlsx > sheet1 row 1635 > column INTIM_RAC23 > cell IO1635. 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_2475/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2475",
      "challenge_url": "/challenge/?record=evt_2026_2475"
    },
    {
      "event_id": "evt_2026_2476",
      "school_id": "university_of_northern_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2303,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY2303",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 2303 > column SIM_A_SEX23 > cell HY2303"
      },
      "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 HY2303 in Publicpropertyhate222324.xlsx, sheet1 row 2303, 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_northern_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 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 Publicpropertyhate222324.xlsx > sheet1 row 2303 > column SIM_A_SEX23 > cell HY2303. 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_2476/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2476",
      "challenge_url": "/challenge/?record=evt_2026_2476"
    },
    {
      "event_id": "evt_2026_2477",
      "school_id": "university_of_idaho",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 1754,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ1754",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 1754 > column INTIM_NAT22 > cell DZ1754"
      },
      "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 DZ1754 in Publicpropertyhate222324.xlsx, sheet1 row 1754, 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_idaho.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 1754 > column INTIM_NAT22 > cell DZ1754. 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_2477/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2477",
      "challenge_url": "/challenge/?record=evt_2026_2477"
    },
    {
      "event_id": "evt_2026_2478",
      "school_id": "educators_of_beauty_college_of_cosmetology_rockford",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7371,
        "column": "ROBBE_GEN24",
        "column_letter": "LC",
        "cell": "LC7371",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 7371 > column ROBBE_GEN24 > cell LC7371"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-gen24",
      "expected_column": "ROBBE_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 LC7371 in Publicpropertyhate222324.xlsx, sheet1 row 7371, column ROBBE_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 educators_of_beauty_college_of_cosmetology_rockford.",
          "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 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 ROBBE_GEN24 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-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 7371 > column ROBBE_GEN24 > cell LC7371. 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_2478/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2478",
      "challenge_url": "/challenge/?record=evt_2026_2478"
    },
    {
      "event_id": "evt_2026_2481",
      "school_id": "harvard_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2969,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU2969",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 2969 > column VANDAL_REL24 > cell NU2969"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "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 NU2969 in Publicpropertyhate222324.xlsx, sheet1 row 2969, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 2969 > column VANDAL_REL24 > cell NU2969. 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_2481/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2481",
      "challenge_url": "/challenge/?record=evt_2026_2481"
    },
    {
      "event_id": "evt_2026_2484",
      "school_id": "university_of_st_thomas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3406,
        "column": "ROBBE_REL24",
        "column_letter": "LA",
        "cell": "LA3406",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3406 > column ROBBE_REL24 > cell LA3406"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-rel24",
      "expected_column": "ROBBE_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 LA3406 in Publicpropertyhate222324.xlsx, sheet1 row 3406, column ROBBE_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_st_thomas.",
          "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 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 ROBBE_REL24 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-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 3406 > column ROBBE_REL24 > cell LA3406. 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_2484/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2484",
      "challenge_url": "/challenge/?record=evt_2026_2484"
    },
    {
      "event_id": "evt_2026_2486",
      "school_id": "blue_mountain_christian_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3435,
        "column": "LAR_T_GEN22",
        "column_letter": "DM",
        "cell": "DM3435",
        "cell_value": "4",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 3435 > column LAR_T_GEN22 > cell DM3435"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-gen22",
      "expected_column": "LAR_T_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 DM3435 in Publicpropertyhate222324.xlsx, sheet1 row 3435, column LAR_T_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 blue_mountain_christian_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 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 LAR_T_GEN22 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-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Publicpropertyhate222324.xlsx > sheet1 row 3435 > column LAR_T_GEN22 > cell DM3435. 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_2486/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2486",
      "challenge_url": "/challenge/?record=evt_2026_2486"
    },
    {
      "event_id": "evt_2026_2488",
      "school_id": "north_carolina_state_university_at_raleigh",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4709,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4709",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4709 > column INTIM_RAC23 > cell IO4709"
      },
      "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 IO4709 in Publicpropertyhate222324.xlsx, sheet1 row 4709, 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 north_carolina_state_university_at_raleigh.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 4709 > column INTIM_RAC23 > cell IO4709. 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_2488/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2488",
      "challenge_url": "/challenge/?record=evt_2026_2488"
    },
    {
      "event_id": "evt_2026_2490",
      "school_id": "christine_valmy_international_school_of_esthetics_and_cosmetology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 9155,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR9155",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 9155 > column INTIM_NAT24 > cell NR9155"
      },
      "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 NR9155 in Publicpropertyhate222324.xlsx, sheet1 row 9155, 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 christine_valmy_international_school_of_esthetics_and_cosmetology.",
          "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 Publicpropertyhate222324.xlsx > sheet1 row 9155 > column INTIM_NAT24 > cell NR9155. 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_2490/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2490",
      "challenge_url": "/challenge/?record=evt_2026_2490"
    },
    {
      "event_id": "evt_2026_2491",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR4163",
        "cell_value": "2",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 4163 > column INTIM_NAT24 > cell NR4163"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "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 NR4163 in Publicpropertyhate222324.xlsx, sheet1 row 4163, 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 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 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 Publicpropertyhate222324.xlsx > sheet1 row 4163 > column INTIM_NAT24 > cell NR4163. 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_2491/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2491",
      "challenge_url": "/challenge/?record=evt_2026_2491"
    },
    {
      "event_id": "evt_2026_2493",
      "school_id": "university_of_oklahoma_norman_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5152,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT5152",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5152 > column INTIM_REL22 > cell DT5152"
      },
      "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 DT5152 in Publicpropertyhate222324.xlsx, sheet1 row 5152, 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_oklahoma_norman_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 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 Publicpropertyhate222324.xlsx > sheet1 row 5152 > column INTIM_REL22 > cell DT5152. 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_2493/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2493",
      "challenge_url": "/challenge/?record=evt_2026_2493"
    },
    {
      "event_id": "evt_2026_2495",
      "school_id": "bryn_mawr_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_008",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_008_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Publicpropertyhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5317,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5317",
        "cell_value": "1",
        "locator": "Publicpropertyhate222324.xlsx > sheet1 row 5317 > column INTIM_RAC24 > cell NK5317"
      },
      "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 NK5317 in Publicpropertyhate222324.xlsx, sheet1 row 5317, 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 bryn_mawr_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 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 Publicpropertyhate222324.xlsx > sheet1 row 5317 > column INTIM_RAC24 > cell NK5317. 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_2495/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_2495",
      "challenge_url": "/challenge/?record=evt_2026_2495"
    }
  ]
}
