{
  "id": "ed_certification_batch_005_review_v1",
  "snapshot_id": "snapshot_2026_06_03_10000_records",
  "generated_at": "2026-06-03",
  "review_batch_id": "ed_certification_batch_005",
  "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 005 review artifact so repeated generation cannot silently expand the certified set.",
  "method": "Deterministic Batch 005 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": 246,
    "not_certified": 0,
    "blocked": 4,
    "awaiting_review": 0
  },
  "status_counts": {
    "certified": 246,
    "blocked": 4
  },
  "open_gate_counts": {
    "rationale_specificity": 4,
    "source_locator_specificity": 4
  },
  "provenance_status_counts": {
    "matched": 246,
    "unmatched": 4
  },
  "records": [
    {
      "event_id": "evt_2026_0959",
      "school_id": "university_of_maryland_global_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2843,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN2843",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2843 > column INTIM_GEN24 > cell NN2843"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN2843 in Oncampushate222324.xlsx, sheet1 row 2843, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_maryland_global_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2843 > column INTIM_GEN24 > cell NN2843. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0959/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0959",
      "challenge_url": "/challenge/?record=evt_2026_0959"
    },
    {
      "event_id": "evt_2026_0960",
      "school_id": "lawrence_technological_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3209,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3209",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3209 > column INTIM_REL23 > cell IP3209"
      },
      "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 IP3209 in Oncampushate222324.xlsx, sheet1 row 3209, 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 lawrence_technological_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 3209 > column INTIM_REL23 > cell IP3209. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0960/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0960",
      "challenge_url": "/challenge/?record=evt_2026_0960"
    },
    {
      "event_id": "evt_2026_0961",
      "school_id": "century_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3430,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3430",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3430 > column VANDAL_RAC23 > cell IX3430"
      },
      "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 IX3430 in Oncampushate222324.xlsx, sheet1 row 3430, 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 century_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 3430 > column VANDAL_RAC23 > cell IX3430. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0961/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0961",
      "challenge_url": "/challenge/?record=evt_2026_0961"
    },
    {
      "event_id": "evt_2026_0962",
      "school_id": "northwest_missouri_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3627,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV3627",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3627 > column INTIM_NAT23 > cell IV3627"
      },
      "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 IV3627 in Oncampushate222324.xlsx, sheet1 row 3627, 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 northwest_missouri_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3627 > column INTIM_NAT23 > cell IV3627. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0962/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0962",
      "challenge_url": "/challenge/?record=evt_2026_0962"
    },
    {
      "event_id": "evt_2026_0964",
      "school_id": "north_carolina_central_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4707,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4707",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4707 > column INTIM_RAC22 > cell DS4707"
      },
      "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 DS4707 in Oncampushate222324.xlsx, sheet1 row 4707, 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 north_carolina_central_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 4707 > column INTIM_RAC22 > cell DS4707. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0964/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0964",
      "challenge_url": "/challenge/?record=evt_2026_0964"
    },
    {
      "event_id": "evt_2026_0965",
      "school_id": "university_of_nebraska_at_omaha",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3806,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3806",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3806 > column INTIM_RAC22 > cell DS3806"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_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 DS3806 in Oncampushate222324.xlsx, sheet1 row 3806, 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_nebraska_at_omaha.",
          "required_action": "No deterministic action 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 3806 > column INTIM_RAC22 > cell DS3806. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0965/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0965",
      "challenge_url": "/challenge/?record=evt_2026_0965"
    },
    {
      "event_id": "evt_2026_0966",
      "school_id": "dartmouth_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3869,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL3869",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3869 > column INTIM_REL24 > cell NL3869"
      },
      "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 NL3869 in Oncampushate222324.xlsx, sheet1 row 3869, 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 dartmouth_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 3869 > column INTIM_REL24 > cell NL3869. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0966/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0966",
      "challenge_url": "/challenge/?record=evt_2026_0966"
    },
    {
      "event_id": "evt_2026_0967",
      "school_id": "caldwell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3924,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY3924",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3924 > column VANDAL_REL23 > cell IY3924"
      },
      "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 IY3924 in Oncampushate222324.xlsx, sheet1 row 3924, 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 caldwell_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 3924 > column VANDAL_REL23 > cell IY3924. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0967/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0967",
      "challenge_url": "/challenge/?record=evt_2026_0967"
    },
    {
      "event_id": "evt_2026_0969",
      "school_id": "cuny_hunter_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "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 cuny_hunter_college, VANDAL_ET24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "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 cuny_hunter_college, VANDAL_ET24, 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 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 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": "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_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 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_0969/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0969",
      "challenge_url": "/challenge/?record=evt_2026_0969"
    },
    {
      "event_id": "evt_2026_0970",
      "school_id": "mount_vernon_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5001,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV5001",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5001 > column INTIM_NAT23 > cell IV5001"
      },
      "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 IV5001 in Oncampushate222324.xlsx, sheet1 row 5001, 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 mount_vernon_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 5001 > column INTIM_NAT23 > cell IV5001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0970/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0970",
      "challenge_url": "/challenge/?record=evt_2026_0970"
    },
    {
      "event_id": "evt_2026_0971",
      "school_id": "lane_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5214,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5214",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5214 > column VANDAL_RAC23 > cell IX5214"
      },
      "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 IX5214 in Oncampushate222324.xlsx, sheet1 row 5214, 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 lane_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 5214 > column VANDAL_RAC23 > cell IX5214. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0971/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0971",
      "challenge_url": "/challenge/?record=evt_2026_0971"
    },
    {
      "event_id": "evt_2026_0972",
      "school_id": "university_of_pittsburgh_pittsburgh_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA5522",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5522 > column VANDAL_NAT24 > cell OA5522"
      },
      "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 OA5522 in Oncampushate222324.xlsx, sheet1 row 5522, 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_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 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 5522 > column VANDAL_NAT24 > cell OA5522. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0972/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0972",
      "challenge_url": "/challenge/?record=evt_2026_0972"
    },
    {
      "event_id": "evt_2026_0973",
      "school_id": "rhode_island_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5619,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5619",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5619 > column VANDAL_RAC22 > cell EB5619"
      },
      "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 EB5619 in Oncampushate222324.xlsx, sheet1 row 5619, 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 rhode_island_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 5619 > column VANDAL_RAC22 > cell EB5619. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0973/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0973",
      "challenge_url": "/challenge/?record=evt_2026_0973"
    },
    {
      "event_id": "evt_2026_0974",
      "school_id": "clemson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5657,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5657",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5657 > column VANDAL_REL23 > cell IY5657"
      },
      "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 IY5657 in Oncampushate222324.xlsx, sheet1 row 5657, 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 clemson_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 5657 > column VANDAL_REL23 > cell IY5657. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0974/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0974",
      "challenge_url": "/challenge/?record=evt_2026_0974"
    },
    {
      "event_id": "evt_2026_0976",
      "school_id": "texas_tech_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6373,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU6373",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6373 > column INTIM_ET23 > cell IU6373"
      },
      "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 IU6373 in Oncampushate222324.xlsx, sheet1 row 6373, 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 texas_tech_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 6373 > column INTIM_ET23 > cell IU6373. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0976/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0976",
      "challenge_url": "/challenge/?record=evt_2026_0976"
    },
    {
      "event_id": "evt_2026_0978",
      "school_id": "christopher_newport_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6568,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY6568",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6568 > column SIM_A_SEX23 > cell HY6568"
      },
      "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 HY6568 in Oncampushate222324.xlsx, sheet1 row 6568, 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 christopher_newport_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 6568 > column SIM_A_SEX23 > cell HY6568. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0978/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0978",
      "challenge_url": "/challenge/?record=evt_2026_0978"
    },
    {
      "event_id": "evt_2026_0979",
      "school_id": "saint_michael_s_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6539,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT6539",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6539 > column VANDAL_RAC24 > cell NT6539"
      },
      "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 NT6539 in Oncampushate222324.xlsx, sheet1 row 6539, 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 saint_michael_s_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 6539 > column VANDAL_RAC24 > cell NT6539. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0979/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0979",
      "challenge_url": "/challenge/?record=evt_2026_0979"
    },
    {
      "event_id": "evt_2026_0982",
      "school_id": "university_of_alaska_fairbanks",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 126,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX126",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 126 > column VANDAL_RAC23 > cell IX126"
      },
      "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 IX126 in Oncampushate222324.xlsx, sheet1 row 126, 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_alaska_fairbanks.",
          "required_action": "No deterministic action 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 126 > column VANDAL_RAC23 > cell IX126. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0982/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0982",
      "challenge_url": "/challenge/?record=evt_2026_0982"
    },
    {
      "event_id": "evt_2026_0984",
      "school_id": "arkansas_baptist_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 296,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL296",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 296 > column INTIM_REL24 > cell NL296"
      },
      "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 NL296 in Oncampushate222324.xlsx, sheet1 row 296, 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 arkansas_baptist_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 296 > column INTIM_REL24 > cell NL296. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0984/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0984",
      "challenge_url": "/challenge/?record=evt_2026_0984"
    },
    {
      "event_id": "evt_2026_0985",
      "school_id": "grand_canyon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 210,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB210",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 210 > column VANDAL_RAC22 > cell EB210"
      },
      "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 EB210 in Oncampushate222324.xlsx, sheet1 row 210, 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 grand_canyon_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 210 > column VANDAL_RAC22 > cell EB210. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0985/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0985",
      "challenge_url": "/challenge/?record=evt_2026_0985"
    },
    {
      "event_id": "evt_2026_0987",
      "school_id": "university_of_denver",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 994,
        "column": "ROBBE_REL24",
        "column_letter": "LA",
        "cell": "LA994",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 994 > column ROBBE_REL24 > cell LA994"
      },
      "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 LA994 in Oncampushate222324.xlsx, sheet1 row 994, 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_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 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 Oncampushate222324.xlsx > sheet1 row 994 > column ROBBE_REL24 > cell LA994. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0987/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0987",
      "challenge_url": "/challenge/?record=evt_2026_0987"
    },
    {
      "event_id": "evt_2026_0989",
      "school_id": "george_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1146,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU1146",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1146 > column VANDAL_REL24 > cell NU1146"
      },
      "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 NU1146 in Oncampushate222324.xlsx, sheet1 row 1146, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id george_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1146 > column VANDAL_REL24 > cell NU1146. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0989/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0989",
      "challenge_url": "/challenge/?record=evt_2026_0989"
    },
    {
      "event_id": "evt_2026_0990",
      "school_id": "florida_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1263,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ1263",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1263 > column INTIM_NAT22 > cell DZ1263"
      },
      "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 DZ1263 in Oncampushate222324.xlsx, sheet1 row 1263, 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 florida_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 1263 > column INTIM_NAT22 > cell DZ1263. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0990/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0990",
      "challenge_url": "/challenge/?record=evt_2026_0990"
    },
    {
      "event_id": "evt_2026_0994",
      "school_id": "olivet_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1988,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1988",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC24 > cell NT1988"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT1988 in Oncampushate222324.xlsx, sheet1 row 1988, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id olivet_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1988 > column VANDAL_RAC24 > cell NT1988. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0994/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0994",
      "challenge_url": "/challenge/?record=evt_2026_0994"
    },
    {
      "event_id": "evt_2026_0995",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2069,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2069",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2069 > column INTIM_RAC23 > cell IO2069"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO2069 in Oncampushate222324.xlsx, sheet1 row 2069, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2069 > column INTIM_RAC23 > cell IO2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0995/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0995",
      "challenge_url": "/challenge/?record=evt_2026_0995"
    },
    {
      "event_id": "evt_2026_0997",
      "school_id": "louisiana_state_university_and_agricultural_and_mechanical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2679,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT2679",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2679 > column VANDAL_RAC24 > cell NT2679"
      },
      "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 NT2679 in Oncampushate222324.xlsx, sheet1 row 2679, 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 louisiana_state_university_and_agricultural_and_mechanical_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 2679 > column VANDAL_RAC24 > cell NT2679. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0997/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0997",
      "challenge_url": "/challenge/?record=evt_2026_0997"
    },
    {
      "event_id": "evt_2026_0998",
      "school_id": "wellesley_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3073,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL3073",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3073 > column INTIM_REL24 > cell NL3073"
      },
      "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 NL3073 in Oncampushate222324.xlsx, sheet1 row 3073, 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 wellesley_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 3073 > column INTIM_REL24 > cell NL3073. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0998/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0998",
      "challenge_url": "/challenge/?record=evt_2026_0998"
    },
    {
      "event_id": "evt_2026_1002",
      "school_id": "university_of_central_missouri",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3513,
        "column": "ROBBE_NAT23",
        "column_letter": "GK",
        "cell": "GK3513",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3513 > column ROBBE_NAT23 > cell GK3513"
      },
      "provenance_status": "matched",
      "code_tag": "robbe-nat23",
      "expected_column": "ROBBE_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 GK3513 in Oncampushate222324.xlsx, sheet1 row 3513, column ROBBE_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_central_missouri.",
          "required_action": "No deterministic action 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 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_NAT23 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-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 3513 > column ROBBE_NAT23 > cell GK3513. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1002/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1002",
      "challenge_url": "/challenge/?record=evt_2026_1002"
    },
    {
      "event_id": "evt_2026_1003",
      "school_id": "highlands_college_of_montana_tech",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3730,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3730",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3730 > column VANDAL_RAC23 > cell IX3730"
      },
      "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 IX3730 in Oncampushate222324.xlsx, sheet1 row 3730, 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 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 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 3730 > column VANDAL_RAC23 > cell IX3730. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1003/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1003",
      "challenge_url": "/challenge/?record=evt_2026_1003"
    },
    {
      "event_id": "evt_2026_1004",
      "school_id": "university_of_north_carolina_at_chapel_hill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4700,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4700",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4700 > column INTIM_REL24 > cell NL4700"
      },
      "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 NL4700 in Oncampushate222324.xlsx, sheet1 row 4700, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_chapel_hill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4700 > column INTIM_REL24 > cell NL4700. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1004/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1004",
      "challenge_url": "/challenge/?record=evt_2026_1004"
    },
    {
      "event_id": "evt_2026_1005",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3816",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3816 > column VANDAL_REL24 > cell NU3816"
      },
      "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 NU3816 in Oncampushate222324.xlsx, sheet1 row 3816, 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_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 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 3816 > column VANDAL_REL24 > cell NU3816. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1005/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1005",
      "challenge_url": "/challenge/?record=evt_2026_1005"
    },
    {
      "event_id": "evt_2026_1007",
      "school_id": "mercer_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3970,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3970",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3970 > column INTIM_REL23 > cell IP3970"
      },
      "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 IP3970 in Oncampushate222324.xlsx, sheet1 row 3970, 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 mercer_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 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 3970 > column INTIM_REL23 > cell IP3970. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1007/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1007",
      "challenge_url": "/challenge/?record=evt_2026_1007"
    },
    {
      "event_id": "evt_2026_1010",
      "school_id": "wittenberg_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5094,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5094",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5094 > column VANDAL_RAC23 > cell IX5094"
      },
      "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 IX5094 in Oncampushate222324.xlsx, sheet1 row 5094, 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 wittenberg_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 5094 > column VANDAL_RAC23 > cell IX5094. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1010/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1010",
      "challenge_url": "/challenge/?record=evt_2026_1010"
    },
    {
      "event_id": "evt_2026_1012",
      "school_id": "widener_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5600,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL5600",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5600 > column INTIM_REL24 > cell NL5600"
      },
      "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 NL5600 in Oncampushate222324.xlsx, sheet1 row 5600, 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 widener_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 Oncampushate222324.xlsx > sheet1 row 5600 > column INTIM_REL24 > cell NL5600. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1012/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1012",
      "challenge_url": "/challenge/?record=evt_2026_1012"
    },
    {
      "event_id": "evt_2026_1013",
      "school_id": "rhode_island_school_of_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5630,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA5630",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5630 > column VANDAL_GEN23 > cell JA5630"
      },
      "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 JA5630 in Oncampushate222324.xlsx, sheet1 row 5630, 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 rhode_island_school_of_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 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 5630 > column VANDAL_GEN23 > cell JA5630. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1013/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1013",
      "challenge_url": "/challenge/?record=evt_2026_1013"
    },
    {
      "event_id": "evt_2026_1014",
      "school_id": "furman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5681,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5681",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5681 > column VANDAL_REL23 > cell IY5681"
      },
      "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 IY5681 in Oncampushate222324.xlsx, sheet1 row 5681, 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 furman_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 5681 > column VANDAL_REL23 > cell IY5681. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1014/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1014",
      "challenge_url": "/challenge/?record=evt_2026_1014"
    },
    {
      "event_id": "evt_2026_1016",
      "school_id": "baylor_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6000,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6000",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6000 > column VANDAL_RAC23 > cell IX6000"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6000 in Oncampushate222324.xlsx, sheet1 row 6000, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id baylor_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6000 > column VANDAL_RAC23 > cell IX6000. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1016/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1016",
      "challenge_url": "/challenge/?record=evt_2026_1016"
    },
    {
      "event_id": "evt_2026_1017",
      "school_id": "brigham_young_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6452,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6452",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6452 > column INTIM_RAC22 > cell DS6452"
      },
      "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 DS6452 in Oncampushate222324.xlsx, sheet1 row 6452, 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 brigham_young_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 6452 > column INTIM_RAC22 > cell DS6452. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1017/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1017",
      "challenge_url": "/challenge/?record=evt_2026_1017"
    },
    {
      "event_id": "evt_2026_1018",
      "school_id": "northern_virginia_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6637,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO6637",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6637 > column INTIM_RAC23 > cell IO6637"
      },
      "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 IO6637 in Oncampushate222324.xlsx, sheet1 row 6637, 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 northern_virginia_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 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 6637 > column INTIM_RAC23 > cell IO6637. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1018/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1018",
      "challenge_url": "/challenge/?record=evt_2026_1018"
    },
    {
      "event_id": "evt_2026_1020",
      "school_id": "pierce_college_district",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6790,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO6790",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6790 > column INTIM_RAC23 > cell IO6790"
      },
      "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 IO6790 in Oncampushate222324.xlsx, sheet1 row 6790, 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 pierce_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 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 6790 > column INTIM_RAC23 > cell IO6790. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1020/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1020",
      "challenge_url": "/challenge/?record=evt_2026_1020"
    },
    {
      "event_id": "evt_2026_1021",
      "school_id": "viterbo_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7026,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT7026",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7026 > column INTIM_REL22 > cell DT7026"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT7026 in Oncampushate222324.xlsx, sheet1 row 7026, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id viterbo_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7026 > column INTIM_REL22 > cell DT7026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1021/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1021",
      "challenge_url": "/challenge/?record=evt_2026_1021"
    },
    {
      "event_id": "evt_2026_1023",
      "school_id": "auburn_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 14,
        "column": "BURGLA_RAC23",
        "column_letter": "GV",
        "cell": "GV14",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 14 > column BURGLA_RAC23 > cell GV14"
      },
      "provenance_status": "matched",
      "code_tag": "burgla-rac23",
      "expected_column": "BURGLA_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 GV14 in Oncampushate222324.xlsx, sheet1 row 14, column BURGLA_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 auburn_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 Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code BURGLA_RAC23 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-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 14 > column BURGLA_RAC23 > cell GV14. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1023/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1023",
      "challenge_url": "/challenge/?record=evt_2026_1023"
    },
    {
      "event_id": "evt_2026_1024",
      "school_id": "northern_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9737,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX9737",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9737 > column VANDAL_RAC23 > cell IX9737"
      },
      "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 IX9737 in Oncampushate222324.xlsx, sheet1 row 9737, 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 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 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 9737 > column VANDAL_RAC23 > cell IX9737. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1024/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1024",
      "challenge_url": "/challenge/?record=evt_2026_1024"
    },
    {
      "event_id": "evt_2026_1025",
      "school_id": "northern_arizona_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 228,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX228",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 228 > column VANDAL_RAC23 > cell IX228"
      },
      "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 IX228 in Oncampushate222324.xlsx, sheet1 row 228, 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 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 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 228 > column VANDAL_RAC23 > cell IX228. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1025/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1025",
      "challenge_url": "/challenge/?record=evt_2026_1025"
    },
    {
      "event_id": "evt_2026_1028",
      "school_id": "university_of_new_haven",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1089,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA1089",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1089 > column VANDAL_GEN23 > cell JA1089"
      },
      "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 JA1089 in Oncampushate222324.xlsx, sheet1 row 1089, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_new_haven.",
          "required_action": "No deterministic action 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 1089 > column VANDAL_GEN23 > cell JA1089. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1028/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1028",
      "challenge_url": "/challenge/?record=evt_2026_1028"
    },
    {
      "event_id": "evt_2026_1030",
      "school_id": "university_of_south_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1487,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN1487",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1487 > column INTIM_GEN24 > cell NN1487"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN1487 in Oncampushate222324.xlsx, sheet1 row 1487, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_south_florida.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1487 > column INTIM_GEN24 > cell NN1487. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1030/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1030",
      "challenge_url": "/challenge/?record=evt_2026_1030"
    },
    {
      "event_id": "evt_2026_1032",
      "school_id": "waldorf_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2350,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU2350",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2350 > column INTIM_ET23 > cell IU2350"
      },
      "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 IU2350 in Oncampushate222324.xlsx, sheet1 row 2350, 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 waldorf_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 2350 > column INTIM_ET23 > cell IU2350. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1032/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1032",
      "challenge_url": "/challenge/?record=evt_2026_1032"
    },
    {
      "event_id": "evt_2026_1034",
      "school_id": "college_of_dupage",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1843,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY1843",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1843 > column VANDAL_REL23 > cell IY1843"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "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 IY1843 in Oncampushate222324.xlsx, sheet1 row 1843, 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_dupage.",
          "required_action": "No deterministic action 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 1843 > column VANDAL_REL23 > cell IY1843. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1034/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1034",
      "challenge_url": "/challenge/?record=evt_2026_1034"
    },
    {
      "event_id": "evt_2026_1038",
      "school_id": "williams_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3078,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3078",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3078 > column VANDAL_RAC24 > cell NT3078"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT3078 in Oncampushate222324.xlsx, sheet1 row 3078, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id williams_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3078 > column VANDAL_RAC24 > cell NT3078. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1038/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1038",
      "challenge_url": "/challenge/?record=evt_2026_1038"
    },
    {
      "event_id": "evt_2026_1039",
      "school_id": "carroll_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7695,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC7695",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7695 > column VANDAL_REL22 > cell EC7695"
      },
      "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 EC7695 in Oncampushate222324.xlsx, sheet1 row 7695, 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 carroll_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 7695 > column VANDAL_REL22 > cell EC7695. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1039/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1039",
      "challenge_url": "/challenge/?record=evt_2026_1039"
    },
    {
      "event_id": "evt_2026_1040",
      "school_id": "st_clair_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3280,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3280",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3280 > column INTIM_RAC22 > cell DS3280"
      },
      "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 DS3280 in Oncampushate222324.xlsx, sheet1 row 3280, 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 st_clair_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 3280 > column INTIM_RAC22 > cell DS3280. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1040/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1040",
      "challenge_url": "/challenge/?record=evt_2026_1040"
    },
    {
      "event_id": "evt_2026_1043",
      "school_id": "montana_technological_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3746,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3746",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3746 > column VANDAL_RAC23 > cell IX3746"
      },
      "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 IX3746 in Oncampushate222324.xlsx, sheet1 row 3746, 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 montana_technological_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 3746 > column VANDAL_RAC23 > cell IX3746. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1043/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1043",
      "challenge_url": "/challenge/?record=evt_2026_1043"
    },
    {
      "event_id": "evt_2026_1044",
      "school_id": "wake_forest_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4767,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV4767",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4767 > column INTIM_NAT23 > cell IV4767"
      },
      "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 IV4767 in Oncampushate222324.xlsx, sheet1 row 4767, 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 wake_forest_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4767 > column INTIM_NAT23 > cell IV4767. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1044/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1044",
      "challenge_url": "/challenge/?record=evt_2026_1044"
    },
    {
      "event_id": "evt_2026_1045",
      "school_id": "university_of_nebraska_at_omaha",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3806,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV3806",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3806 > column INTIM_GEN22 > cell DV3806"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV3806 in Oncampushate222324.xlsx, sheet1 row 3806, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_nebraska_at_omaha.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3806 > column INTIM_GEN22 > cell DV3806. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1045/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1045",
      "challenge_url": "/challenge/?record=evt_2026_1045"
    },
    {
      "event_id": "evt_2026_1048",
      "school_id": "university_of_new_mexico_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4076,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY4076",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4076 > column SIM_A_SEX23 > cell HY4076"
      },
      "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 HY4076 in Oncampushate222324.xlsx, sheet1 row 4076, 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_new_mexico_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 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 4076 > column SIM_A_SEX23 > cell HY4076. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1048/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1048",
      "challenge_url": "/challenge/?record=evt_2026_1048"
    },
    {
      "event_id": "evt_2026_1049",
      "school_id": "cuny_lehman_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4209,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4209",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4209 > column INTIM_RAC24 > cell NK4209"
      },
      "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 NK4209 in Oncampushate222324.xlsx, sheet1 row 4209, 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_lehman_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 Oncampushate222324.xlsx > sheet1 row 4209 > column INTIM_RAC24 > cell NK4209. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1049/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1049",
      "challenge_url": "/challenge/?record=evt_2026_1049"
    },
    {
      "event_id": "evt_2026_1052",
      "school_id": "york_college_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5607,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5607",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5607 > column INTIM_RAC24 > cell NK5607"
      },
      "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 NK5607 in Oncampushate222324.xlsx, sheet1 row 5607, 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 york_college_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 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 5607 > column INTIM_RAC24 > cell NK5607. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1052/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1052",
      "challenge_url": "/challenge/?record=evt_2026_1052"
    },
    {
      "event_id": "evt_2026_1053",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5610,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY5610",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5610 > column SIM_A_SEX23 > cell HY5610"
      },
      "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 HY5610 in Oncampushate222324.xlsx, sheet1 row 5610, 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 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 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 5610 > column SIM_A_SEX23 > cell HY5610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1053/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1053",
      "challenge_url": "/challenge/?record=evt_2026_1053"
    },
    {
      "event_id": "evt_2026_1054",
      "school_id": "university_of_south_carolina_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5717,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5717",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5717 > column VANDAL_RAC23 > cell IX5717"
      },
      "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 IX5717 in Oncampushate222324.xlsx, sheet1 row 5717, 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_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 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 5717 > column VANDAL_RAC23 > cell IX5717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1054/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1054",
      "challenge_url": "/challenge/?record=evt_2026_1054"
    },
    {
      "event_id": "evt_2026_1055",
      "school_id": "fisk_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5824,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5824",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5824 > column INTIM_RAC22 > cell DS5824"
      },
      "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 DS5824 in Oncampushate222324.xlsx, sheet1 row 5824, 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 fisk_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 5824 > column INTIM_RAC22 > cell DS5824. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1055/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1055",
      "challenge_url": "/challenge/?record=evt_2026_1055"
    },
    {
      "event_id": "evt_2026_1058",
      "school_id": "university_of_richmond",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6675,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6675",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6675 > column VANDAL_RAC23 > cell IX6675"
      },
      "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 IX6675 in Oncampushate222324.xlsx, sheet1 row 6675, 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_richmond.",
          "required_action": "No deterministic action 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 6675 > column VANDAL_RAC23 > cell IX6675. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1058/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1058",
      "challenge_url": "/challenge/?record=evt_2026_1058"
    },
    {
      "event_id": "evt_2026_1059",
      "school_id": "university_of_vermont",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6547,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6547",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6547 > column VANDAL_RAC23 > cell IX6547"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX6547 in Oncampushate222324.xlsx, sheet1 row 6547, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_vermont.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6547 > column VANDAL_RAC23 > cell IX6547. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1059/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1059",
      "challenge_url": "/challenge/?record=evt_2026_1059"
    },
    {
      "event_id": "evt_2026_1061",
      "school_id": "lawrence_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6978,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6978",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6978 > column INTIM_REL24 > cell NL6978"
      },
      "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 NL6978 in Oncampushate222324.xlsx, sheet1 row 6978, 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 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 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 6978 > column INTIM_REL24 > cell NL6978. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1061/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1061",
      "challenge_url": "/challenge/?record=evt_2026_1061"
    },
    {
      "event_id": "evt_2026_1064",
      "school_id": "arkansas_baptist_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 296,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU296",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 296 > column VANDAL_REL24 > cell NU296"
      },
      "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 NU296 in Oncampushate222324.xlsx, sheet1 row 296, 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 arkansas_baptist_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 296 > column VANDAL_REL24 > cell NU296. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1064/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1064",
      "challenge_url": "/challenge/?record=evt_2026_1064"
    },
    {
      "event_id": "evt_2026_1065",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 180,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD180",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 180 > column VANDAL_ET23 > cell JD180"
      },
      "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 JD180 in Oncampushate222324.xlsx, sheet1 row 180, 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_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 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 180 > column VANDAL_ET23 > cell JD180. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1065/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1065",
      "challenge_url": "/challenge/?record=evt_2026_1065"
    },
    {
      "event_id": "evt_2026_1066",
      "school_id": "california_polytechnic_state_university_san_luis_obispo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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_NAT24",
        "column_letter": "OA",
        "cell": "OA438",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 438 > column VANDAL_NAT24 > cell OA438"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA438 in Oncampushate222324.xlsx, sheet1 row 438, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_polytechnic_state_university_san_luis_obispo.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 438 > column VANDAL_NAT24 > cell OA438. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1066/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1066",
      "challenge_url": "/challenge/?record=evt_2026_1066"
    },
    {
      "event_id": "evt_2026_1070",
      "school_id": "indian_river_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1329,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1329",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1329 > column INTIM_RAC24 > cell NK1329"
      },
      "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 NK1329 in Oncampushate222324.xlsx, sheet1 row 1329, 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 indian_river_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 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 1329 > column INTIM_RAC24 > cell NK1329. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1070/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1070",
      "challenge_url": "/challenge/?record=evt_2026_1070"
    },
    {
      "event_id": "evt_2026_1071",
      "school_id": "georgia_institute_of_technology_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1635,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY1635",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1635 > column VANDAL_REL23 > cell IY1635"
      },
      "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 IY1635 in Oncampushate222324.xlsx, sheet1 row 1635, 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 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 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 1635 > column VANDAL_REL23 > cell IY1635. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1071/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1071",
      "challenge_url": "/challenge/?record=evt_2026_1071"
    },
    {
      "event_id": "evt_2026_1072",
      "school_id": "iowa_western_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2273,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ2273",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2273 > column INTIM_NAT22 > cell DZ2273"
      },
      "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 DZ2273 in Oncampushate222324.xlsx, sheet1 row 2273, 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 iowa_western_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 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 2273 > column INTIM_NAT22 > cell DZ2273. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1072/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1072",
      "challenge_url": "/challenge/?record=evt_2026_1072"
    },
    {
      "event_id": "evt_2026_1074",
      "school_id": "benedictine_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1877,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1877",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1877 > column INTIM_RAC23 > cell IO1877"
      },
      "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 IO1877 in Oncampushate222324.xlsx, sheet1 row 1877, 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 benedictine_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 1877 > column INTIM_RAC23 > cell IO1877. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1074/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1074",
      "challenge_url": "/challenge/?record=evt_2026_1074"
    },
    {
      "event_id": "evt_2026_1075",
      "school_id": "indiana_university_southeast",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2165,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ2165",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2165 > column VANDAL_ET24 > cell NZ2165"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ2165 in Oncampushate222324.xlsx, sheet1 row 2165, 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 indiana_university_southeast.",
          "required_action": "No deterministic action 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 2165 > column VANDAL_ET24 > cell NZ2165. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1075/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1075",
      "challenge_url": "/challenge/?record=evt_2026_1075"
    },
    {
      "event_id": "evt_2026_1077",
      "school_id": "louisiana_state_university_and_agricultural_and_mechanical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2679,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2679",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2679 > column INTIM_RAC23 > cell IO2679"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO2679 in Oncampushate222324.xlsx, sheet1 row 2679, 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 louisiana_state_university_and_agricultural_and_mechanical_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 2679 > column INTIM_RAC23 > cell IO2679. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1077/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1077",
      "challenge_url": "/challenge/?record=evt_2026_1077"
    },
    {
      "event_id": "evt_2026_1079",
      "school_id": "hood_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2818,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2818",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2818 > column VANDAL_RAC22 > cell EB2818"
      },
      "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 EB2818 in Oncampushate222324.xlsx, sheet1 row 2818, 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 hood_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 2818 > column VANDAL_RAC22 > cell EB2818. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1079/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1079",
      "challenge_url": "/challenge/?record=evt_2026_1079"
    },
    {
      "event_id": "evt_2026_1081",
      "school_id": "university_of_minnesota_twin_cities",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3375,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3375",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3375 > column INTIM_RAC23 > cell IO3375"
      },
      "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 IO3375 in Oncampushate222324.xlsx, sheet1 row 3375, 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_minnesota_twin_cities.",
          "required_action": "No deterministic action 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 3375 > column INTIM_RAC23 > cell IO3375. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1081/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1081",
      "challenge_url": "/challenge/?record=evt_2026_1081"
    },
    {
      "event_id": "evt_2026_1082",
      "school_id": "cox_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "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 cox_college, AGG_A_SEX24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "agg-a-sex24",
      "expected_column": "AGG_A_SEX24",
      "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 cox_college, AGG_A_SEX24, 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 cox_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 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": "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 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 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_1082/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1082",
      "challenge_url": "/challenge/?record=evt_2026_1082"
    },
    {
      "event_id": "evt_2026_1083",
      "school_id": "dawson_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3733,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY3733",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3733 > column INTIM_ET22 > cell DY3733"
      },
      "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 DY3733 in Oncampushate222324.xlsx, sheet1 row 3733, 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 dawson_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 3733 > column INTIM_ET22 > cell DY3733. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1083/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1083",
      "challenge_url": "/challenge/?record=evt_2026_1083"
    },
    {
      "event_id": "evt_2026_1084",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4623,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4623",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4623 > column VANDAL_REL23 > cell IY4623"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY4623 in Oncampushate222324.xlsx, sheet1 row 4623, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4623 > column VANDAL_REL23 > cell IY4623. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1084/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1084",
      "challenge_url": "/challenge/?record=evt_2026_1084"
    },
    {
      "event_id": "evt_2026_1085",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3816",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3816 > column INTIM_REL23 > cell IP3816"
      },
      "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 IP3816 in Oncampushate222324.xlsx, sheet1 row 3816, 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_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 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 3816 > column INTIM_REL23 > cell IP3816. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1085/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1085",
      "challenge_url": "/challenge/?record=evt_2026_1085"
    },
    {
      "event_id": "evt_2026_1086",
      "school_id": "plymouth_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3888,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB3888",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3888 > column VANDAL_RAC22 > cell EB3888"
      },
      "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 EB3888 in Oncampushate222324.xlsx, sheet1 row 3888, 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 plymouth_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3888 > column VANDAL_RAC22 > cell EB3888. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1086/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1086",
      "challenge_url": "/challenge/?record=evt_2026_1086"
    },
    {
      "event_id": "evt_2026_1087",
      "school_id": "stevens_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4035,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR4035",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4035 > column INTIM_GEN23 > cell IR4035"
      },
      "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 IR4035 in Oncampushate222324.xlsx, sheet1 row 4035, 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 stevens_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 4035 > column INTIM_GEN23 > cell IR4035. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1087/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1087",
      "challenge_url": "/challenge/?record=evt_2026_1087"
    },
    {
      "event_id": "evt_2026_1088",
      "school_id": "university_of_new_mexico_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4076,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA4076",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4076 > column VANDAL_GEN23 > cell JA4076"
      },
      "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 JA4076 in Oncampushate222324.xlsx, sheet1 row 4076, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_new_mexico_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 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 4076 > column VANDAL_GEN23 > cell JA4076. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1088/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1088",
      "challenge_url": "/challenge/?record=evt_2026_1088"
    },
    {
      "event_id": "evt_2026_1089",
      "school_id": "cuny_new_york_city_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4211,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ4211",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4211 > column VANDAL_ET24 > cell NZ4211"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ4211 in Oncampushate222324.xlsx, sheet1 row 4211, 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 cuny_new_york_city_college_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 4211 > column VANDAL_ET24 > cell NZ4211. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1089/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1089",
      "challenge_url": "/challenge/?record=evt_2026_1089"
    },
    {
      "event_id": "evt_2026_1090",
      "school_id": "kenyon_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4970,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4970",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4970 > column INTIM_ET22 > cell DY4970"
      },
      "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 DY4970 in Oncampushate222324.xlsx, sheet1 row 4970, 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 kenyon_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 4970 > column INTIM_ET22 > cell DY4970. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1090/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1090",
      "challenge_url": "/challenge/?record=evt_2026_1090"
    },
    {
      "event_id": "evt_2026_1092",
      "school_id": "carnegie_mellon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV5328",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5328 > column INTIM_NAT23 > cell IV5328"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "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 IV5328 in Oncampushate222324.xlsx, sheet1 row 5328, 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 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 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 5328 > column INTIM_NAT23 > cell IV5328. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1092/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1092",
      "challenge_url": "/challenge/?record=evt_2026_1092"
    },
    {
      "event_id": "evt_2026_1093",
      "school_id": "rhode_island_school_of_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5630,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5630",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5630 > column INTIM_RAC22 > cell DS5630"
      },
      "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 DS5630 in Oncampushate222324.xlsx, sheet1 row 5630, 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 rhode_island_school_of_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 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 5630 > column INTIM_RAC22 > cell DS5630. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1093/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1093",
      "challenge_url": "/challenge/?record=evt_2026_1093"
    },
    {
      "event_id": "evt_2026_1094",
      "school_id": "university_of_south_carolina_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5717,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5717",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5717 > column INTIM_RAC23 > cell IO5717"
      },
      "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 IO5717 in Oncampushate222324.xlsx, sheet1 row 5717, 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_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 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 5717 > column INTIM_RAC23 > cell IO5717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1094/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1094",
      "challenge_url": "/challenge/?record=evt_2026_1094"
    },
    {
      "event_id": "evt_2026_1096",
      "school_id": "east_texas_a_and_m_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6064,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6064",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6064 > column VANDAL_RAC23 > cell IX6064"
      },
      "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 IX6064 in Oncampushate222324.xlsx, sheet1 row 6064, 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 east_texas_a_and_m_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 6064 > column VANDAL_RAC23 > cell IX6064. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1096/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1096",
      "challenge_url": "/challenge/?record=evt_2026_1096"
    },
    {
      "event_id": "evt_2026_1099",
      "school_id": "bennington_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6528,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP6528",
        "cell_value": "1",
        "locator": "Oncampushate222324.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 Oncampushate222324.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 Oncampushate222324.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_1099/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1099",
      "challenge_url": "/challenge/?record=evt_2026_1099"
    },
    {
      "event_id": "evt_2026_1101",
      "school_id": "university_of_wisconsin_milwaukee",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7072,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD7072",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7072 > column VANDAL_ET23 > cell JD7072"
      },
      "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 JD7072 in Oncampushate222324.xlsx, sheet1 row 7072, 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_wisconsin_milwaukee.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 7072 > column VANDAL_ET23 > cell JD7072. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1101/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1101",
      "challenge_url": "/challenge/?record=evt_2026_1101"
    },
    {
      "event_id": "evt_2026_1102",
      "school_id": "auburn_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 14,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX14",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 14 > column VANDAL_RAC23 > cell IX14"
      },
      "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 IX14 in Oncampushate222324.xlsx, sheet1 row 14, 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 auburn_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 14 > column VANDAL_RAC23 > cell IX14. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1102/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1102",
      "challenge_url": "/challenge/?record=evt_2026_1102"
    },
    {
      "event_id": "evt_2026_1103",
      "school_id": "hendrix_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 340,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC340",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 340 > column VANDAL_REL22 > cell EC340"
      },
      "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 EC340 in Oncampushate222324.xlsx, sheet1 row 340, 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 hendrix_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 340 > column VANDAL_REL22 > cell EC340. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1103/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1103",
      "challenge_url": "/challenge/?record=evt_2026_1103"
    },
    {
      "event_id": "evt_2026_1104",
      "school_id": "arizona_state_university_campus_immersion",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 167,
        "column": "SIM_A_GID23",
        "column_letter": "IA",
        "cell": "IA167",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 167 > column SIM_A_GID23 > cell IA167"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-gid23",
      "expected_column": "SIM_A_GID23",
      "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 IA167 in Oncampushate222324.xlsx, sheet1 row 167, column SIM_A_GID23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id arizona_state_university_campus_immersion.",
          "required_action": "No deterministic action 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_GID23 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-gid23 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 167 > column SIM_A_GID23 > cell IA167. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1104/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1104",
      "challenge_url": "/challenge/?record=evt_2026_1104"
    },
    {
      "event_id": "evt_2026_1105",
      "school_id": "california_state_polytechnic_university_humboldt",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 617,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK617",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 617 > column INTIM_RAC24 > cell NK617"
      },
      "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 NK617 in Oncampushate222324.xlsx, sheet1 row 617, 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 california_state_polytechnic_university_humboldt.",
          "required_action": "No deterministic action 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 617 > column INTIM_RAC24 > cell NK617. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1105/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1105",
      "challenge_url": "/challenge/?record=evt_2026_1105"
    },
    {
      "event_id": "evt_2026_1107",
      "school_id": "university_of_connecticut",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1055,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1055",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1055 > column INTIM_RAC22 > cell DS1055"
      },
      "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 DS1055 in Oncampushate222324.xlsx, sheet1 row 1055, 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_connecticut.",
          "required_action": "No deterministic action 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 1055 > column INTIM_RAC22 > cell DS1055. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1107/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1107",
      "challenge_url": "/challenge/?record=evt_2026_1107"
    },
    {
      "event_id": "evt_2026_1109",
      "school_id": "university_of_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1272,
        "column": "AGG_A_GID22",
        "column_letter": "BU",
        "cell": "BU1272",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1272 > column AGG_A_GID22 > cell BU1272"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-gid22",
      "expected_column": "AGG_A_GID22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BU1272 in Oncampushate222324.xlsx, sheet1 row 1272, column AGG_A_GID22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_florida.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_GID22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-gid22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1272 > column AGG_A_GID22 > cell BU1272. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1109/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1109",
      "challenge_url": "/challenge/?record=evt_2026_1109"
    },
    {
      "event_id": "evt_2026_1110",
      "school_id": "georgia_college_and_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1640,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI1640",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1640 > column VANDAL_NAT22 > cell EI1640"
      },
      "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 EI1640 in Oncampushate222324.xlsx, sheet1 row 1640, 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 georgia_college_and_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 1640 > column VANDAL_NAT22 > cell EI1640. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1110/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1110",
      "challenge_url": "/challenge/?record=evt_2026_1110"
    },
    {
      "event_id": "evt_2026_1112",
      "school_id": "boise_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1744,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV1744",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1744 > column INTIM_GEN22 > cell DV1744"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV1744 in Oncampushate222324.xlsx, sheet1 row 1744, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id 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 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1744 > column INTIM_GEN22 > cell DV1744. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1112/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1112",
      "challenge_url": "/challenge/?record=evt_2026_1112"
    },
    {
      "event_id": "evt_2026_1113",
      "school_id": "city_colleges_of_chicago_olive_harvey_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1821,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX1821",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1821 > column VANDAL_RAC23 > cell IX1821"
      },
      "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 IX1821 in Oncampushate222324.xlsx, sheet1 row 1821, 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 city_colleges_of_chicago_olive_harvey_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 1821 > column VANDAL_RAC23 > cell IX1821. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1113/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1113",
      "challenge_url": "/challenge/?record=evt_2026_1113"
    },
    {
      "event_id": "evt_2026_1114",
      "school_id": "hanover_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2083,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2083",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2083 > column VANDAL_RAC22 > cell EB2083"
      },
      "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 EB2083 in Oncampushate222324.xlsx, sheet1 row 2083, 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 hanover_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 2083 > column VANDAL_RAC22 > cell EB2083. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1114/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1114",
      "challenge_url": "/challenge/?record=evt_2026_1114"
    },
    {
      "event_id": "evt_2026_1115",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU2417",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column VANDAL_REL24 > cell NU2417"
      },
      "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 NU2417 in Oncampushate222324.xlsx, sheet1 row 2417, 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_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2417 > column VANDAL_REL24 > cell NU2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1115/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1115",
      "challenge_url": "/challenge/?record=evt_2026_1115"
    },
    {
      "event_id": "evt_2026_1116",
      "school_id": "tulane_university_of_louisiana",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2739,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC2739",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2739 > column VANDAL_REL22 > cell EC2739"
      },
      "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 EC2739 in Oncampushate222324.xlsx, sheet1 row 2739, 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 tulane_university_of_louisiana.",
          "required_action": "No deterministic action 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 2739 > column VANDAL_REL22 > cell EC2739. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1116/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1116",
      "challenge_url": "/challenge/?record=evt_2026_1116"
    },
    {
      "event_id": "evt_2026_1118",
      "school_id": "mcdaniel_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2889,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2889",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2889 > column INTIM_RAC22 > cell DS2889"
      },
      "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 DS2889 in Oncampushate222324.xlsx, sheet1 row 2889, 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 mcdaniel_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 2889 > column INTIM_RAC22 > cell DS2889. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1118/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1118",
      "challenge_url": "/challenge/?record=evt_2026_1118"
    },
    {
      "event_id": "evt_2026_1120",
      "school_id": "central_lakes_college_brainerd",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3325,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3325",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3325 > column INTIM_RAC22 > cell DS3325"
      },
      "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 DS3325 in Oncampushate222324.xlsx, sheet1 row 3325, 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 central_lakes_college_brainerd.",
          "required_action": "No deterministic action 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 3325 > column INTIM_RAC22 > cell DS3325. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1120/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1120",
      "challenge_url": "/challenge/?record=evt_2026_1120"
    },
    {
      "event_id": "evt_2026_1121",
      "school_id": "missouri_state_university_springfield",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3692,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3692",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3692 > column INTIM_RAC24 > cell NK3692"
      },
      "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 NK3692 in Oncampushate222324.xlsx, sheet1 row 3692, 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 missouri_state_university_springfield.",
          "required_action": "No deterministic action 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 3692 > column INTIM_RAC24 > cell NK3692. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1121/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1121",
      "challenge_url": "/challenge/?record=evt_2026_1121"
    },
    {
      "event_id": "evt_2026_1122",
      "school_id": "montana_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3748,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3748",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3748 > column INTIM_REL23 > cell IP3748"
      },
      "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 IP3748 in Oncampushate222324.xlsx, sheet1 row 3748, 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 montana_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 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 3748 > column INTIM_REL23 > cell IP3748. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1122/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1122",
      "challenge_url": "/challenge/?record=evt_2026_1122"
    },
    {
      "event_id": "evt_2026_1125",
      "school_id": "dartmouth_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3869,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU3869",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3869 > column SIM_A_SEX24 > cell MU3869"
      },
      "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 MU3869 in Oncampushate222324.xlsx, sheet1 row 3869, 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 dartmouth_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 3869 > column SIM_A_SEX24 > cell MU3869. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1125/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1125",
      "challenge_url": "/challenge/?record=evt_2026_1125"
    },
    {
      "event_id": "evt_2026_1127",
      "school_id": "university_of_new_mexico_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4076,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE4076",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4076 > column VANDAL_NAT23 > cell JE4076"
      },
      "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 JE4076 in Oncampushate222324.xlsx, sheet1 row 4076, 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_new_mexico_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 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 4076 > column VANDAL_NAT23 > cell JE4076. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1127/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1127",
      "challenge_url": "/challenge/?record=evt_2026_1127"
    },
    {
      "event_id": "evt_2026_1128",
      "school_id": "cuny_queensborough_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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_RAC24",
        "column_letter": "NT",
        "cell": "NT4213",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4213 > column VANDAL_RAC24 > cell NT4213"
      },
      "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 NT4213 in Oncampushate222324.xlsx, sheet1 row 4213, 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 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 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 4213 > column VANDAL_RAC24 > cell NT4213. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1128/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1128",
      "challenge_url": "/challenge/?record=evt_2026_1128"
    },
    {
      "event_id": "evt_2026_1131",
      "school_id": "university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5501,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5501",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5501 > column INTIM_REL23 > cell IP5501"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_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 IP5501 in Oncampushate222324.xlsx, sheet1 row 5501, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5501 > column INTIM_REL23 > cell IP5501. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1131/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1131",
      "challenge_url": "/challenge/?record=evt_2026_1131"
    },
    {
      "event_id": "evt_2026_1132",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5610,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5610",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5610 > column VANDAL_REL23 > cell IY5610"
      },
      "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 IY5610 in Oncampushate222324.xlsx, sheet1 row 5610, 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 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 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 5610 > column VANDAL_REL23 > cell IY5610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1132/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1132",
      "challenge_url": "/challenge/?record=evt_2026_1132"
    },
    {
      "event_id": "evt_2026_1135",
      "school_id": "saint_edward_s_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6252,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6252",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6252 > column VANDAL_RAC23 > cell IX6252"
      },
      "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 IX6252 in Oncampushate222324.xlsx, sheet1 row 6252, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id saint_edward_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 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 6252 > column VANDAL_RAC23 > cell IX6252. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1135/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1135",
      "challenge_url": "/challenge/?record=evt_2026_1135"
    },
    {
      "event_id": "evt_2026_1139",
      "school_id": "skagit_valley_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6835,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6835",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6835 > column VANDAL_RAC22 > cell EB6835"
      },
      "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 EB6835 in Oncampushate222324.xlsx, sheet1 row 6835, 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 skagit_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 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 6835 > column VANDAL_RAC22 > cell EB6835. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1139/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1139",
      "challenge_url": "/challenge/?record=evt_2026_1139"
    },
    {
      "event_id": "evt_2026_1140",
      "school_id": "carthage_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6957,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY6957",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6957 > column VANDAL_REL23 > cell IY6957"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY6957 in Oncampushate222324.xlsx, sheet1 row 6957, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id carthage_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6957 > column VANDAL_REL23 > cell IY6957. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1140/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1140",
      "challenge_url": "/challenge/?record=evt_2026_1140"
    },
    {
      "event_id": "evt_2026_1142",
      "school_id": "california_state_university_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 463,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT463",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 463 > column VANDAL_RAC24 > cell NT463"
      },
      "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 NT463 in Oncampushate222324.xlsx, sheet1 row 463, 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_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 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 463 > column VANDAL_RAC24 > cell NT463. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1142/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1142",
      "challenge_url": "/challenge/?record=evt_2026_1142"
    },
    {
      "event_id": "evt_2026_1143",
      "school_id": "western_colorado_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1045,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1045",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1045 > column INTIM_RAC22 > cell DS1045"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1045 in Oncampushate222324.xlsx, sheet1 row 1045, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id western_colorado_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1045 > column INTIM_RAC22 > cell DS1045. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1143/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1143",
      "challenge_url": "/challenge/?record=evt_2026_1143"
    },
    {
      "event_id": "evt_2026_1144",
      "school_id": "yale_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1110,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC1110",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1110 > column LAR_T_REL24 > cell NC1110"
      },
      "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 NC1110 in Oncampushate222324.xlsx, sheet1 row 1110, 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 yale_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 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 1110 > column LAR_T_REL24 > cell NC1110. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1144/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1144",
      "challenge_url": "/challenge/?record=evt_2026_1144"
    },
    {
      "event_id": "evt_2026_1145",
      "school_id": "george_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1146,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY1146",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1146 > column SIM_A_SEX23 > cell HY1146"
      },
      "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 HY1146 in Oncampushate222324.xlsx, sheet1 row 1146, 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 george_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1146 > column SIM_A_SEX23 > cell HY1146. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1145/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1145",
      "challenge_url": "/challenge/?record=evt_2026_1145"
    },
    {
      "event_id": "evt_2026_1146",
      "school_id": "stetson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1489,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV1489",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1489 > column INTIM_NAT23 > cell IV1489"
      },
      "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 IV1489 in Oncampushate222324.xlsx, sheet1 row 1489, 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 stetson_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1489 > column INTIM_NAT23 > cell IV1489. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1146/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1146",
      "challenge_url": "/challenge/?record=evt_2026_1146"
    },
    {
      "event_id": "evt_2026_1147",
      "school_id": "mercer_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1680,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX1680",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1680 > column VANDAL_RAC23 > cell IX1680"
      },
      "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 IX1680 in Oncampushate222324.xlsx, sheet1 row 1680, 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 mercer_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 1680 > column VANDAL_RAC23 > cell IX1680. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1147/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1147",
      "challenge_url": "/challenge/?record=evt_2026_1147"
    },
    {
      "event_id": "evt_2026_1150",
      "school_id": "north_central_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1969,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1969",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1969 > column INTIM_RAC23 > cell IO1969"
      },
      "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 IO1969 in Oncampushate222324.xlsx, sheet1 row 1969, 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_central_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 1969 > column INTIM_RAC23 > cell IO1969. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1150/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1150",
      "challenge_url": "/challenge/?record=evt_2026_1150"
    },
    {
      "event_id": "evt_2026_1151",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2069,
        "column": "LAR_T_RAC23",
        "column_letter": "IF",
        "cell": "IF2069",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2069 > column LAR_T_RAC23 > cell IF2069"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rac23",
      "expected_column": "LAR_T_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IF2069 in Oncampushate222324.xlsx, sheet1 row 2069, column LAR_T_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2069 > column LAR_T_RAC23 > cell IF2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1151/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1151",
      "challenge_url": "/challenge/?record=evt_2026_1151"
    },
    {
      "event_id": "evt_2026_1153",
      "school_id": "louisiana_state_university_and_agricultural_and_mechanical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2679,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2679",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2679 > column INTIM_RAC22 > cell DS2679"
      },
      "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 DS2679 in Oncampushate222324.xlsx, sheet1 row 2679, 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 louisiana_state_university_and_agricultural_and_mechanical_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 2679 > column INTIM_RAC22 > cell DS2679. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1153/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1153",
      "challenge_url": "/challenge/?record=evt_2026_1153"
    },
    {
      "event_id": "evt_2026_1154",
      "school_id": "amherst_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2899,
        "column": "LAR_T_NAT23",
        "column_letter": "IM",
        "cell": "IM2899",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2899 > column LAR_T_NAT23 > cell IM2899"
      },
      "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 IM2899 in Oncampushate222324.xlsx, sheet1 row 2899, 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 amherst_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 2899 > column LAR_T_NAT23 > cell IM2899. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1154/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1154",
      "challenge_url": "/challenge/?record=evt_2026_1154"
    },
    {
      "event_id": "evt_2026_1158",
      "school_id": "university_of_missouri_kansas_city",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3610,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN3610",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3610 > column INTIM_GEN24 > cell NN3610"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN3610 in Oncampushate222324.xlsx, sheet1 row 3610, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_missouri_kansas_city.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3610 > column INTIM_GEN24 > cell NN3610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1158/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1158",
      "challenge_url": "/challenge/?record=evt_2026_1158"
    },
    {
      "event_id": "evt_2026_1160",
      "school_id": "elizabeth_city_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4628,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4628",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4628 > column INTIM_ET22 > cell DY4628"
      },
      "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 DY4628 in Oncampushate222324.xlsx, sheet1 row 4628, 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 elizabeth_city_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 4628 > column INTIM_ET22 > cell DY4628. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1160/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1160",
      "challenge_url": "/challenge/?record=evt_2026_1160"
    },
    {
      "event_id": "evt_2026_1161",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3816",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3816 > column VANDAL_RAC23 > cell IX3816"
      },
      "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 IX3816 in Oncampushate222324.xlsx, sheet1 row 3816, 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_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 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 3816 > column VANDAL_RAC23 > cell IX3816. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1161/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1161",
      "challenge_url": "/challenge/?record=evt_2026_1161"
    },
    {
      "event_id": "evt_2026_1162",
      "school_id": "plymouth_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3888,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC3888",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3888 > column VANDAL_REL22 > cell EC3888"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC3888 in Oncampushate222324.xlsx, sheet1 row 3888, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id plymouth_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3888 > column VANDAL_REL22 > cell EC3888. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1162/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1162",
      "challenge_url": "/challenge/?record=evt_2026_1162"
    },
    {
      "event_id": "evt_2026_1163",
      "school_id": "william_paterson_university_of_new_jersey",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4049,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4049",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4049 > column VANDAL_REL23 > cell IY4049"
      },
      "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 IY4049 in Oncampushate222324.xlsx, sheet1 row 4049, 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 william_paterson_university_of_new_jersey.",
          "required_action": "No deterministic action 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 4049 > column VANDAL_REL23 > cell IY4049. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1163/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1163",
      "challenge_url": "/challenge/?record=evt_2026_1163"
    },
    {
      "event_id": "evt_2026_1166",
      "school_id": "stark_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5061,
        "column": "LAR_T_GEN22",
        "column_letter": "DM",
        "cell": "DM5061",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5061 > column LAR_T_GEN22 > cell DM5061"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-gen22",
      "expected_column": "LAR_T_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DM5061 in Oncampushate222324.xlsx, sheet1 row 5061, 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 stark_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 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 Oncampushate222324.xlsx > sheet1 row 5061 > column LAR_T_GEN22 > cell DM5061. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1166/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1166",
      "challenge_url": "/challenge/?record=evt_2026_1166"
    },
    {
      "event_id": "evt_2026_1168",
      "school_id": "delaware_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5346,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD5346",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5346 > column VANDAL_ET23 > cell JD5346"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD5346 in Oncampushate222324.xlsx, sheet1 row 5346, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id delaware_valley_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5346 > column VANDAL_ET23 > cell JD5346. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1168/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1168",
      "challenge_url": "/challenge/?record=evt_2026_1168"
    },
    {
      "event_id": "evt_2026_1170",
      "school_id": "university_of_south_carolina_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5717,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5717",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5717 > column VANDAL_REL22 > cell EC5717"
      },
      "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 EC5717 in Oncampushate222324.xlsx, sheet1 row 5717, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_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 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 5717 > column VANDAL_REL22 > cell EC5717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1170/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1170",
      "challenge_url": "/challenge/?record=evt_2026_1170"
    },
    {
      "event_id": "evt_2026_1171",
      "school_id": "middle_tennessee_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5871,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5871",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5871 > column VANDAL_RAC23 > cell IX5871"
      },
      "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 IX5871 in Oncampushate222324.xlsx, sheet1 row 5871, 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 middle_tennessee_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5871 > column VANDAL_RAC23 > cell IX5871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1171/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1171",
      "challenge_url": "/challenge/?record=evt_2026_1171"
    },
    {
      "event_id": "evt_2026_1172",
      "school_id": "texas_a_and_m_university_kingsville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6321,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX6321",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6321 > column VANDAL_RAC23 > cell IX6321"
      },
      "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 IX6321 in Oncampushate222324.xlsx, sheet1 row 6321, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_kingsville.",
          "required_action": "No deterministic action 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 6321 > column VANDAL_RAC23 > cell IX6321. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1172/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1172",
      "challenge_url": "/challenge/?record=evt_2026_1172"
    },
    {
      "event_id": "evt_2026_1173",
      "school_id": "university_of_utah",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6517,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU6517",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6517 > column SIM_A_SEX24 > cell MU6517"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex24",
      "expected_column": "SIM_A_SEX24",
      "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 MU6517 in Oncampushate222324.xlsx, sheet1 row 6517, 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_utah.",
          "required_action": "No deterministic action 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 6517 > column SIM_A_SEX24 > cell MU6517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1173/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1173",
      "challenge_url": "/challenge/?record=evt_2026_1173"
    },
    {
      "event_id": "evt_2026_1174",
      "school_id": "emory_and_henry_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6576,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6576",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6576 > column VANDAL_RAC22 > cell EB6576"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "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 EB6576 in Oncampushate222324.xlsx, sheet1 row 6576, 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 emory_and_henry_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 6576 > column VANDAL_RAC22 > cell EB6576. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1174/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1174",
      "challenge_url": "/challenge/?record=evt_2026_1174"
    },
    {
      "event_id": "evt_2026_1175",
      "school_id": "saint_michael_s_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6539,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6539",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6539 > column INTIM_REL24 > cell NL6539"
      },
      "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 NL6539 in Oncampushate222324.xlsx, sheet1 row 6539, 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_michael_s_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 6539 > column INTIM_REL24 > cell NL6539. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1175/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1175",
      "challenge_url": "/challenge/?record=evt_2026_1175"
    },
    {
      "event_id": "evt_2026_1176",
      "school_id": "south_puget_sound_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6840,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC6840",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6840 > column SIM_A_SEX22 > cell DC6840"
      },
      "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 DC6840 in Oncampushate222324.xlsx, sheet1 row 6840, 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 south_puget_sound_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 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 6840 > column SIM_A_SEX22 > cell DC6840. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1176/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1176",
      "challenge_url": "/challenge/?record=evt_2026_1176"
    },
    {
      "event_id": "evt_2026_1177",
      "school_id": "beloit_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6952,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6952",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6952 > column VANDAL_RAC22 > cell EB6952"
      },
      "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 EB6952 in Oncampushate222324.xlsx, sheet1 row 6952, 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 beloit_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 6952 > column VANDAL_RAC22 > cell EB6952. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1177/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1177",
      "challenge_url": "/challenge/?record=evt_2026_1177"
    },
    {
      "event_id": "evt_2026_1178",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 180,
        "column": "AGG_A_SEX22",
        "column_letter": "BS",
        "cell": "BS180",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 180 > column AGG_A_SEX22 > cell BS180"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex22",
      "expected_column": "AGG_A_SEX22",
      "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 BS180 in Oncampushate222324.xlsx, sheet1 row 180, column AGG_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id 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 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 180 > column AGG_A_SEX22 > cell BS180. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1178/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1178",
      "challenge_url": "/challenge/?record=evt_2026_1178"
    },
    {
      "event_id": "evt_2026_1179",
      "school_id": "california_state_university_sacramento",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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": "LAR_T_NAT24",
        "column_letter": "NI",
        "cell": "NI467",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 467 > column LAR_T_NAT24 > cell NI467"
      },
      "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 NI467 in Oncampushate222324.xlsx, sheet1 row 467, 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 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 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 467 > column LAR_T_NAT24 > cell NI467. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1179/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1179",
      "challenge_url": "/challenge/?record=evt_2026_1179"
    },
    {
      "event_id": "evt_2026_1180",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ973",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 973 > column INTIM_ET24 > cell NQ973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et24",
      "expected_column": "INTIM_ET24",
      "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 NQ973 in Oncampushate222324.xlsx, sheet1 row 973, column INTIM_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 973 > column INTIM_ET24 > cell NQ973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1180/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1180",
      "challenge_url": "/challenge/?record=evt_2026_1180"
    },
    {
      "event_id": "evt_2026_1181",
      "school_id": "yale_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1110,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1110",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1110 > column INTIM_RAC23 > cell IO1110"
      },
      "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 IO1110 in Oncampushate222324.xlsx, sheet1 row 1110, 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 yale_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 1110 > column INTIM_RAC23 > cell IO1110. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1181/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1181",
      "challenge_url": "/challenge/?record=evt_2026_1181"
    },
    {
      "event_id": "evt_2026_1182",
      "school_id": "american_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1132,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD1132",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1132 > column VANDAL_ET23 > cell JD1132"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_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 JD1132 in Oncampushate222324.xlsx, sheet1 row 1132, 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 american_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 1132 > column VANDAL_ET23 > cell JD1132. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1182/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1182",
      "challenge_url": "/challenge/?record=evt_2026_1182"
    },
    {
      "event_id": "evt_2026_1185",
      "school_id": "waldorf_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2350,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2350",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2350 > column INTIM_RAC23 > cell IO2350"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO2350 in Oncampushate222324.xlsx, sheet1 row 2350, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id waldorf_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2350 > column INTIM_RAC23 > cell IO2350. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1185/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1185",
      "challenge_url": "/challenge/?record=evt_2026_1185"
    },
    {
      "event_id": "evt_2026_1186",
      "school_id": "boise_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1744,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1744",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1744 > column VANDAL_RAC22 > cell EB1744"
      },
      "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 EB1744 in Oncampushate222324.xlsx, sheet1 row 1744, 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 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 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 1744 > column VANDAL_RAC22 > cell EB1744. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1186/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1186",
      "challenge_url": "/challenge/?record=evt_2026_1186"
    },
    {
      "event_id": "evt_2026_1188",
      "school_id": "indiana_university_bloomington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2161,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU2161",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2161 > column SIM_A_SEX24 > cell MU2161"
      },
      "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 MU2161 in Oncampushate222324.xlsx, sheet1 row 2161, 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 indiana_university_bloomington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2161 > column SIM_A_SEX24 > cell MU2161. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1188/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1188",
      "challenge_url": "/challenge/?record=evt_2026_1188"
    },
    {
      "event_id": "evt_2026_1189",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG2417",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column LAR_T_REL23 > cell IG2417"
      },
      "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 IG2417 in Oncampushate222324.xlsx, sheet1 row 2417, 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 university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2417 > column LAR_T_REL23 > cell IG2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1189/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1189",
      "challenge_url": "/challenge/?record=evt_2026_1189"
    },
    {
      "event_id": "evt_2026_1190",
      "school_id": "bridgewater_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2927,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY2927",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2927 > column SIM_A_SEX23 > cell HY2927"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY2927 in Oncampushate222324.xlsx, sheet1 row 2927, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2927 > column SIM_A_SEX23 > cell HY2927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1190/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1190",
      "challenge_url": "/challenge/?record=evt_2026_1190"
    },
    {
      "event_id": "evt_2026_1191",
      "school_id": "university_of_maryland_baltimore_county",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2846,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2846",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2846 > column INTIM_RAC23 > cell IO2846"
      },
      "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 IO2846 in Oncampushate222324.xlsx, sheet1 row 2846, 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_maryland_baltimore_county.",
          "required_action": "No deterministic action 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 2846 > column INTIM_RAC23 > cell IO2846. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1191/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1191",
      "challenge_url": "/challenge/?record=evt_2026_1191"
    },
    {
      "event_id": "evt_2026_1192",
      "school_id": "saginaw_valley_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3268,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY3268",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3268 > column VANDAL_REL23 > cell IY3268"
      },
      "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 IY3268 in Oncampushate222324.xlsx, sheet1 row 3268, 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 saginaw_valley_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3268 > column VANDAL_REL23 > cell IY3268. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1192/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1192",
      "challenge_url": "/challenge/?record=evt_2026_1192"
    },
    {
      "event_id": "evt_2026_1194",
      "school_id": "washington_university_in_st_louis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3710,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3710",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3710 > column INTIM_RAC23 > cell IO3710"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3710 in Oncampushate222324.xlsx, sheet1 row 3710, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_university_in_st_louis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3710 > column INTIM_RAC23 > cell IO3710. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1194/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1194",
      "challenge_url": "/challenge/?record=evt_2026_1194"
    },
    {
      "event_id": "evt_2026_1195",
      "school_id": "highlands_college_of_montana_tech",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3730,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB3730",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3730 > column VANDAL_RAC22 > cell EB3730"
      },
      "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 EB3730 in Oncampushate222324.xlsx, sheet1 row 3730, 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 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 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 3730 > column VANDAL_RAC22 > cell EB3730. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1195/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1195",
      "challenge_url": "/challenge/?record=evt_2026_1195"
    },
    {
      "event_id": "evt_2026_1199",
      "school_id": "brookdale_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3916,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT3916",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3916 > column INTIM_REL22 > cell DT3916"
      },
      "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 DT3916 in Oncampushate222324.xlsx, sheet1 row 3916, 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 brookdale_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 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 3916 > column INTIM_REL22 > cell DT3916. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1199/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1199",
      "challenge_url": "/challenge/?record=evt_2026_1199"
    },
    {
      "event_id": "evt_2026_1201",
      "school_id": "hamilton_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4244,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4244",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4244 > column VANDAL_REL24 > cell NU4244"
      },
      "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 NU4244 in Oncampushate222324.xlsx, sheet1 row 4244, 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 hamilton_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 4244 > column VANDAL_REL24 > cell NU4244. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1201/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1201",
      "challenge_url": "/challenge/?record=evt_2026_1201"
    },
    {
      "event_id": "evt_2026_1202",
      "school_id": "ohio_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5026,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL5026",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5026 > column INTIM_REL24 > cell NL5026"
      },
      "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 NL5026 in Oncampushate222324.xlsx, sheet1 row 5026, 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 ohio_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 5026 > column INTIM_REL24 > cell NL5026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1202/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1202",
      "challenge_url": "/challenge/?record=evt_2026_1202"
    },
    {
      "event_id": "evt_2026_1203",
      "school_id": "portland_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5265,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ5265",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5265 > column INTIM_ET24 > cell NQ5265"
      },
      "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 NQ5265 in Oncampushate222324.xlsx, sheet1 row 5265, 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 portland_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 5265 > column INTIM_ET24 > cell NQ5265. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1203/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1203",
      "challenge_url": "/challenge/?record=evt_2026_1203"
    },
    {
      "event_id": "evt_2026_1205",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5610,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5610",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5610 > column VANDAL_REL22 > cell EC5610"
      },
      "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 EC5610 in Oncampushate222324.xlsx, sheet1 row 5610, 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 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 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 5610 > column VANDAL_REL22 > cell EC5610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1205/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1205",
      "challenge_url": "/challenge/?record=evt_2026_1205"
    },
    {
      "event_id": "evt_2026_1207",
      "school_id": "universal_technical_institute_of_texas_inc",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6402,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU6402",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6402 > column INTIM_ET23 > cell IU6402"
      },
      "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 IU6402 in Oncampushate222324.xlsx, sheet1 row 6402, 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 universal_technical_institute_of_texas_inc.",
          "required_action": "No deterministic action 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 6402 > column INTIM_ET23 > cell IU6402. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1207/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1207",
      "challenge_url": "/challenge/?record=evt_2026_1207"
    },
    {
      "event_id": "evt_2026_1209",
      "school_id": "norfolk_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6634,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6634",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6634 > column INTIM_RAC22 > cell DS6634"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "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 DS6634 in Oncampushate222324.xlsx, sheet1 row 6634, 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 norfolk_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6634 > column INTIM_RAC22 > cell DS6634. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1209/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1209",
      "challenge_url": "/challenge/?record=evt_2026_1209"
    },
    {
      "event_id": "evt_2026_1210",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6544,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA6544",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6544 > column VANDAL_NAT24 > cell OA6544"
      },
      "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 OA6544 in Oncampushate222324.xlsx, sheet1 row 6544, 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 vermont_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 6544 > column VANDAL_NAT24 > cell OA6544. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1210/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1210",
      "challenge_url": "/challenge/?record=evt_2026_1210"
    },
    {
      "event_id": "evt_2026_1211",
      "school_id": "the_evergreen_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6785,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6785",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6785 > column INTIM_REL24 > cell NL6785"
      },
      "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 NL6785 in Oncampushate222324.xlsx, sheet1 row 6785, 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 the_evergreen_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 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 6785 > column INTIM_REL24 > cell NL6785. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1211/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1211",
      "challenge_url": "/challenge/?record=evt_2026_1211"
    },
    {
      "event_id": "evt_2026_1212",
      "school_id": "university_of_wisconsin_madison",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7071,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ7071",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7071 > column INTIM_ET24 > cell NQ7071"
      },
      "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 NQ7071 in Oncampushate222324.xlsx, sheet1 row 7071, column INTIM_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_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 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 7071 > column INTIM_ET24 > cell NQ7071. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1212/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1212",
      "challenge_url": "/challenge/?record=evt_2026_1212"
    },
    {
      "event_id": "evt_2026_1213",
      "school_id": "arizona_state_university_campus_immersion",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 167,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY167",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 167 > column SIM_A_SEX23 > cell HY167"
      },
      "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 HY167 in Oncampushate222324.xlsx, sheet1 row 167, 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 arizona_state_university_campus_immersion.",
          "required_action": "No deterministic action 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 167 > column SIM_A_SEX23 > cell HY167. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1213/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1213",
      "challenge_url": "/challenge/?record=evt_2026_1213"
    },
    {
      "event_id": "evt_2026_1215",
      "school_id": "colorado_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 975,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ975",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 975 > column VANDAL_ET24 > cell NZ975"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ975 in Oncampushate222324.xlsx, sheet1 row 975, 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 colorado_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 975 > column VANDAL_ET24 > cell NZ975. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1215/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1215",
      "challenge_url": "/challenge/?record=evt_2026_1215"
    },
    {
      "event_id": "evt_2026_1217",
      "school_id": "georgetown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1153,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1153",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1153 > column INTIM_RAC22 > cell DS1153"
      },
      "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 DS1153 in Oncampushate222324.xlsx, sheet1 row 1153, 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 georgetown_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 1153 > column INTIM_RAC22 > cell DS1153. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1217/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1217",
      "challenge_url": "/challenge/?record=evt_2026_1217"
    },
    {
      "event_id": "evt_2026_1219",
      "school_id": "georgia_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1644,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1644",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1644 > column VANDAL_RAC22 > cell EB1644"
      },
      "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 EB1644 in Oncampushate222324.xlsx, sheet1 row 1644, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id georgia_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1644 > column VANDAL_RAC22 > cell EB1644. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1219/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1219",
      "challenge_url": "/challenge/?record=evt_2026_1219"
    },
    {
      "event_id": "evt_2026_1221",
      "school_id": "saint_xavier_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2016,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2016",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2016 > column INTIM_RAC23 > cell IO2016"
      },
      "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 IO2016 in Oncampushate222324.xlsx, sheet1 row 2016, 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 saint_xavier_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 2016 > column INTIM_RAC23 > cell IO2016. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1221/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1221",
      "challenge_url": "/challenge/?record=evt_2026_1221"
    },
    {
      "event_id": "evt_2026_1222",
      "school_id": "ball_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2065,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY2065",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2065 > column VANDAL_REL23 > cell IY2065"
      },
      "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 IY2065 in Oncampushate222324.xlsx, sheet1 row 2065, 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 ball_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 2065 > column VANDAL_REL23 > cell IY2065. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1222/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1222",
      "challenge_url": "/challenge/?record=evt_2026_1222"
    },
    {
      "event_id": "evt_2026_1223",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA2417",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column VANDAL_GEN23 > cell JA2417"
      },
      "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 JA2417 in Oncampushate222324.xlsx, sheet1 row 2417, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2417 > column VANDAL_GEN23 > cell JA2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1223/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1223",
      "challenge_url": "/challenge/?record=evt_2026_1223"
    },
    {
      "event_id": "evt_2026_1226",
      "school_id": "michigan_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3220,
        "column": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK3220",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3220 > column AGG_A_SEX24 > cell LK3220"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex24",
      "expected_column": "AGG_A_SEX24",
      "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 LK3220 in Oncampushate222324.xlsx, sheet1 row 3220, 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 michigan_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 3220 > column AGG_A_SEX24 > cell LK3220. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1226/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1226",
      "challenge_url": "/challenge/?record=evt_2026_1226"
    },
    {
      "event_id": "evt_2026_1229",
      "school_id": "dawson_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3733,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ3733",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3733 > column INTIM_NAT22 > cell DZ3733"
      },
      "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 DZ3733 in Oncampushate222324.xlsx, sheet1 row 3733, 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 dawson_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 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 3733 > column INTIM_NAT22 > cell DZ3733. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1229/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1229",
      "challenge_url": "/challenge/?record=evt_2026_1229"
    },
    {
      "event_id": "evt_2026_1230",
      "school_id": "wake_forest_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4767,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4767",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4767 > column INTIM_RAC23 > cell IO4767"
      },
      "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 IO4767 in Oncampushate222324.xlsx, sheet1 row 4767, 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 wake_forest_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 4767 > column INTIM_RAC23 > cell IO4767. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1230/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1230",
      "challenge_url": "/challenge/?record=evt_2026_1230"
    },
    {
      "event_id": "evt_2026_1231",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV3816",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3816 > column INTIM_NAT23 > cell IV3816"
      },
      "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 IV3816 in Oncampushate222324.xlsx, sheet1 row 3816, 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_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 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 3816 > column INTIM_NAT23 > cell IV3816. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1231/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1231",
      "challenge_url": "/challenge/?record=evt_2026_1231"
    },
    {
      "event_id": "evt_2026_1233",
      "school_id": "talmudical_academy_new_jersey",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4041,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4041",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4041 > column VANDAL_REL22 > cell EC4041"
      },
      "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 EC4041 in Oncampushate222324.xlsx, sheet1 row 4041, 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 talmudical_academy_new_jersey.",
          "required_action": "No deterministic action 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 4041 > column VANDAL_REL22 > cell EC4041. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1233/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1233",
      "challenge_url": "/challenge/?record=evt_2026_1233"
    },
    {
      "event_id": "evt_2026_1234",
      "school_id": "university_of_new_mexico_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4076,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4076",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4076 > column INTIM_REL22 > cell DT4076"
      },
      "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 DT4076 in Oncampushate222324.xlsx, sheet1 row 4076, 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_new_mexico_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 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 4076 > column INTIM_REL22 > cell DT4076. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1234/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1234",
      "challenge_url": "/challenge/?record=evt_2026_1234"
    },
    {
      "event_id": "evt_2026_1235",
      "school_id": "ithaca_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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_RAC24",
        "column_letter": "NK",
        "cell": "NK4260",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4260 > column INTIM_RAC24 > cell NK4260"
      },
      "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 NK4260 in Oncampushate222324.xlsx, sheet1 row 4260, 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 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 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 4260 > column INTIM_RAC24 > cell NK4260. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1235/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1235",
      "challenge_url": "/challenge/?record=evt_2026_1235"
    },
    {
      "event_id": "evt_2026_1236",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4865,
        "column": "RAPE_GEN23",
        "column_letter": "EW",
        "cell": "EW4865",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4865 > column RAPE_GEN23 > cell EW4865"
      },
      "provenance_status": "matched",
      "code_tag": "rape-gen23",
      "expected_column": "RAPE_GEN23",
      "expected_count": 4,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EW4865 in Oncampushate222324.xlsx, sheet1 row 4865, column RAPE_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code RAPE_GEN23 is for Rape; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4865 > column RAPE_GEN23 > cell EW4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1236/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1236",
      "challenge_url": "/challenge/?record=evt_2026_1236"
    },
    {
      "event_id": "evt_2026_1237",
      "school_id": "reed_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5267,
        "column": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK5267",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5267 > column AGG_A_SEX24 > cell LK5267"
      },
      "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 LK5267 in Oncampushate222324.xlsx, sheet1 row 5267, 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 reed_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 5267 > column AGG_A_SEX24 > cell LK5267. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1237/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1237",
      "challenge_url": "/challenge/?record=evt_2026_1237"
    },
    {
      "event_id": "evt_2026_1238",
      "school_id": "bucknell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5318,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5318",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5318 > column INTIM_RAC23 > cell IO5318"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO5318 in Oncampushate222324.xlsx, sheet1 row 5318, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bucknell_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5318 > column INTIM_RAC23 > cell IO5318. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1238/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1238",
      "challenge_url": "/challenge/?record=evt_2026_1238"
    },
    {
      "event_id": "evt_2026_1239",
      "school_id": "rhode_island_school_of_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5630,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5630",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5630 > column VANDAL_RAC22 > cell EB5630"
      },
      "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 EB5630 in Oncampushate222324.xlsx, sheet1 row 5630, 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 rhode_island_school_of_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 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 5630 > column VANDAL_RAC22 > cell EB5630. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1239/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1239",
      "challenge_url": "/challenge/?record=evt_2026_1239"
    },
    {
      "event_id": "evt_2026_1240",
      "school_id": "vanderbilt_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5950,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5950",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5950 > column INTIM_RAC23 > cell IO5950"
      },
      "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 IO5950 in Oncampushate222324.xlsx, sheet1 row 5950, 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 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 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 5950 > column INTIM_RAC23 > cell IO5950. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1240/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1240",
      "challenge_url": "/challenge/?record=evt_2026_1240"
    },
    {
      "event_id": "evt_2026_1242",
      "school_id": "university_of_utah",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6517,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK6517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6517 > column INTIM_RAC24 > cell NK6517"
      },
      "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 NK6517 in Oncampushate222324.xlsx, sheet1 row 6517, 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_utah.",
          "required_action": "No deterministic action 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 6517 > column INTIM_RAC24 > cell NK6517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1242/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1242",
      "challenge_url": "/challenge/?record=evt_2026_1242"
    },
    {
      "event_id": "evt_2026_1243",
      "school_id": "liberty_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6611,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6611",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6611 > column INTIM_RAC22 > cell DS6611"
      },
      "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 DS6611 in Oncampushate222324.xlsx, sheet1 row 6611, 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 liberty_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 6611 > column INTIM_RAC22 > cell DS6611. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1243/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1243",
      "challenge_url": "/challenge/?record=evt_2026_1243"
    },
    {
      "event_id": "evt_2026_1245",
      "school_id": "washington_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6859,
        "column": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA6859",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6859 > column VANDAL_GEN23 > cell JA6859"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JA6859 in Oncampushate222324.xlsx, sheet1 row 6859, column VANDAL_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6859 > column VANDAL_GEN23 > cell JA6859. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1245/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1245",
      "challenge_url": "/challenge/?record=evt_2026_1245"
    },
    {
      "event_id": "evt_2026_1248",
      "school_id": "cypress_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 556,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA556",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 556 > column VANDAL_NAT24 > cell OA556"
      },
      "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 OA556 in Oncampushate222324.xlsx, sheet1 row 556, 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 cypress_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 556 > column VANDAL_NAT24 > cell OA556. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1248/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1248",
      "challenge_url": "/challenge/?record=evt_2026_1248"
    },
    {
      "event_id": "evt_2026_1249",
      "school_id": "colorado_state_university_fort_collins",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 982,
        "column": "SIM_A_GID24",
        "column_letter": "MW",
        "cell": "MW982",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 982 > column SIM_A_GID24 > cell MW982"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-gid24",
      "expected_column": "SIM_A_GID24",
      "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 MW982 in Oncampushate222324.xlsx, sheet1 row 982, column SIM_A_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id colorado_state_university_fort_collins.",
          "required_action": "No deterministic action 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_GID24 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-gid24 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 982 > column SIM_A_GID24 > cell MW982. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1249/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1249",
      "challenge_url": "/challenge/?record=evt_2026_1249"
    },
    {
      "event_id": "evt_2026_1252",
      "school_id": "emory_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1619,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1619",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1619 > column INTIM_RAC24 > cell NK1619"
      },
      "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 NK1619 in Oncampushate222324.xlsx, sheet1 row 1619, 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 emory_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 Oncampushate222324.xlsx > sheet1 row 1619 > column INTIM_RAC24 > cell NK1619. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1252/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1252",
      "challenge_url": "/challenge/?record=evt_2026_1252"
    },
    {
      "event_id": "evt_2026_1255",
      "school_id": "indiana_university_indianapolis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2129,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL2129",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2129 > column INTIM_REL24 > cell NL2129"
      },
      "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 NL2129 in Oncampushate222324.xlsx, sheet1 row 2129, 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 indiana_university_indianapolis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2129 > column INTIM_REL24 > cell NL2129. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1255/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1255",
      "challenge_url": "/challenge/?record=evt_2026_1255"
    },
    {
      "event_id": "evt_2026_1256",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY2417",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column VANDAL_REL23 > cell IY2417"
      },
      "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 IY2417 in Oncampushate222324.xlsx, sheet1 row 2417, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2417 > column VANDAL_REL23 > cell IY2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1256/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1256",
      "challenge_url": "/challenge/?record=evt_2026_1256"
    },
    {
      "event_id": "evt_2026_1260",
      "school_id": "mayo_clinic_college_of_medicine_and_science",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3367,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3367",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3367 > column INTIM_RAC23 > cell IO3367"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO3367 in Oncampushate222324.xlsx, sheet1 row 3367, 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 mayo_clinic_college_of_medicine_and_science.",
          "required_action": "No deterministic action 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 3367 > column INTIM_RAC23 > cell IO3367. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1260/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1260",
      "challenge_url": "/challenge/?record=evt_2026_1260"
    },
    {
      "event_id": "evt_2026_1261",
      "school_id": "northwest_missouri_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3627,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3627",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3627 > column INTIM_RAC23 > cell IO3627"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3627 in Oncampushate222324.xlsx, sheet1 row 3627, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id northwest_missouri_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3627 > column INTIM_RAC23 > cell IO3627. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1261/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1261",
      "challenge_url": "/challenge/?record=evt_2026_1261"
    },
    {
      "event_id": "evt_2026_1263",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4623,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4623",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4623 > column INTIM_RAC22 > cell DS4623"
      },
      "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 DS4623 in Oncampushate222324.xlsx, sheet1 row 4623, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4623 > column INTIM_RAC22 > cell DS4623. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1263/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1263",
      "challenge_url": "/challenge/?record=evt_2026_1263"
    },
    {
      "event_id": "evt_2026_1264",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3816,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3816",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3816 > column INTIM_RAC22 > cell DS3816"
      },
      "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 DS3816 in Oncampushate222324.xlsx, sheet1 row 3816, 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_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 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 3816 > column INTIM_RAC22 > cell DS3816. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1264/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1264",
      "challenge_url": "/challenge/?record=evt_2026_1264"
    },
    {
      "event_id": "evt_2026_1266",
      "school_id": "bergen_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3910,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV3910",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3910 > column INTIM_NAT23 > cell IV3910"
      },
      "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 IV3910 in Oncampushate222324.xlsx, sheet1 row 3910, 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 bergen_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 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 3910 > column INTIM_NAT23 > cell IV3910. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1266/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1266",
      "challenge_url": "/challenge/?record=evt_2026_1266"
    },
    {
      "event_id": "evt_2026_1269",
      "school_id": "kent_state_university_at_kent",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4966,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4966",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4966 > column VANDAL_RAC23 > cell IX4966"
      },
      "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 IX4966 in Oncampushate222324.xlsx, sheet1 row 4966, 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 kent_state_university_at_kent.",
          "required_action": "No deterministic action 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 4966 > column VANDAL_RAC23 > cell IX4966. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1269/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1269",
      "challenge_url": "/challenge/?record=evt_2026_1269"
    },
    {
      "event_id": "evt_2026_1270",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5242,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL5242",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5242 > column INTIM_REL24 > cell NL5242"
      },
      "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 NL5242 in Oncampushate222324.xlsx, sheet1 row 5242, 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_oregon.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 5242 > column INTIM_REL24 > cell NL5242. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1270/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1270",
      "challenge_url": "/challenge/?record=evt_2026_1270"
    },
    {
      "event_id": "evt_2026_1271",
      "school_id": "bucks_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5319,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU5319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5319 > column INTIM_ET23 > cell IU5319"
      },
      "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 IU5319 in Oncampushate222324.xlsx, sheet1 row 5319, 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 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 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 5319 > column INTIM_ET23 > cell IU5319. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1271/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1271",
      "challenge_url": "/challenge/?record=evt_2026_1271"
    },
    {
      "event_id": "evt_2026_1272",
      "school_id": "rhode_island_school_of_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5630,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5630",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5630 > column VANDAL_REL22 > cell EC5630"
      },
      "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 EC5630 in Oncampushate222324.xlsx, sheet1 row 5630, 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 rhode_island_school_of_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 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 5630 > column VANDAL_REL22 > cell EC5630. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1272/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1272",
      "challenge_url": "/challenge/?record=evt_2026_1272"
    },
    {
      "event_id": "evt_2026_1273",
      "school_id": "middle_tennessee_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5871,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5871",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5871 > column VANDAL_REL22 > cell EC5871"
      },
      "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 EC5871 in Oncampushate222324.xlsx, sheet1 row 5871, 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 middle_tennessee_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5871 > column VANDAL_REL22 > cell EC5871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1273/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1273",
      "challenge_url": "/challenge/?record=evt_2026_1273"
    },
    {
      "event_id": "evt_2026_1275",
      "school_id": "university_of_utah",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6517,
        "column": "VANDAL_GEN24",
        "column_letter": "NW",
        "cell": "NW6517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6517 > column VANDAL_GEN24 > cell NW6517"
      },
      "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 NW6517 in Oncampushate222324.xlsx, sheet1 row 6517, 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 university_of_utah.",
          "required_action": "No deterministic action 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 Oncampushate222324.xlsx > sheet1 row 6517 > column VANDAL_GEN24 > cell NW6517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1275/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1275",
      "challenge_url": "/challenge/?record=evt_2026_1275"
    },
    {
      "event_id": "evt_2026_1280",
      "school_id": "arizona_state_university_campus_immersion",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 167,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE167",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 167 > column VANDAL_NAT23 > cell JE167"
      },
      "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 JE167 in Oncampushate222324.xlsx, sheet1 row 167, 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 arizona_state_university_campus_immersion.",
          "required_action": "No deterministic action 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 167 > column VANDAL_NAT23 > cell JE167. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1280/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1280",
      "challenge_url": "/challenge/?record=evt_2026_1280"
    },
    {
      "event_id": "evt_2026_1283",
      "school_id": "george_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1146,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC1146",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1146 > column VANDAL_REL22 > cell EC1146"
      },
      "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 EC1146 in Oncampushate222324.xlsx, sheet1 row 1146, 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 george_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 1146 > column VANDAL_REL22 > cell EC1146. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1283/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1283",
      "challenge_url": "/challenge/?record=evt_2026_1283"
    },
    {
      "event_id": "evt_2026_1284",
      "school_id": "jacksonville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1336,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS1336",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1336 > column INTIM_RAC22 > cell DS1336"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS1336 in Oncampushate222324.xlsx, sheet1 row 1336, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id jacksonville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1336 > column INTIM_RAC22 > cell DS1336. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1284/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1284",
      "challenge_url": "/challenge/?record=evt_2026_1284"
    },
    {
      "event_id": "evt_2026_1285",
      "school_id": "savannah_college_of_art_and_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Multiple workbook rows matched savannah_college_of_art_and_design, VANDAL_REL24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Multiple workbook rows matched savannah_college_of_art_and_design, VANDAL_REL24, and count 1.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id savannah_college_of_art_and_design.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_1285/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1285",
      "challenge_url": "/challenge/?record=evt_2026_1285"
    },
    {
      "event_id": "evt_2026_1288",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2069,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG2069",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2069 > column LAR_T_REL23 > cell IG2069"
      },
      "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 IG2069 in Oncampushate222324.xlsx, sheet1 row 2069, 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 butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 2069 > column LAR_T_REL23 > cell IG2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1288/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1288",
      "challenge_url": "/challenge/?record=evt_2026_1288"
    },
    {
      "event_id": "evt_2026_1289",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "FOND_REL22",
        "column_letter": "AH",
        "cell": "AH2417",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column FOND_REL22 > cell AH2417"
      },
      "provenance_status": "matched",
      "code_tag": "fond-rel22",
      "expected_column": "FOND_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AH2417 in Oncampushate222324.xlsx, sheet1 row 2417, column FOND_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_REL22 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2417 > column FOND_REL22 > cell AH2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1289/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1289",
      "challenge_url": "/challenge/?record=evt_2026_1289"
    },
    {
      "event_id": "evt_2026_1291",
      "school_id": "towson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2881,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2881",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2881 > column VANDAL_RAC23 > cell IX2881"
      },
      "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 IX2881 in Oncampushate222324.xlsx, sheet1 row 2881, 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 towson_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 2881 > column VANDAL_RAC23 > cell IX2881. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1291/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1291",
      "challenge_url": "/challenge/?record=evt_2026_1291"
    },
    {
      "event_id": "evt_2026_1292",
      "school_id": "western_michigan_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3304,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR3304",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3304 > column INTIM_NAT24 > cell NR3304"
      },
      "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 NR3304 in Oncampushate222324.xlsx, sheet1 row 3304, 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 western_michigan_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 3304 > column INTIM_NAT24 > cell NR3304. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1292/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1292",
      "challenge_url": "/challenge/?record=evt_2026_1292"
    },
    {
      "event_id": "evt_2026_1294",
      "school_id": "harris_stowe_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3567,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS3567",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3567 > column INTIM_RAC22 > cell DS3567"
      },
      "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 DS3567 in Oncampushate222324.xlsx, sheet1 row 3567, 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 harris_stowe_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3567 > column INTIM_RAC22 > cell DS3567. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1294/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1294",
      "challenge_url": "/challenge/?record=evt_2026_1294"
    },
    {
      "event_id": "evt_2026_1295",
      "school_id": "the_university_of_montana",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3753,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ3753",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3753 > column INTIM_NAT22 > cell DZ3753"
      },
      "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 DZ3753 in Oncampushate222324.xlsx, sheet1 row 3753, 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 the_university_of_montana.",
          "required_action": "No deterministic action 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 3753 > column INTIM_NAT22 > cell DZ3753. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1295/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1295",
      "challenge_url": "/challenge/?record=evt_2026_1295"
    },
    {
      "event_id": "evt_2026_1296",
      "school_id": "rowan_cabarrus_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4734,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4734",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4734 > column VANDAL_RAC22 > cell EB4734"
      },
      "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 EB4734 in Oncampushate222324.xlsx, sheet1 row 4734, 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 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 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 4734 > column VANDAL_RAC22 > cell EB4734. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1296/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1296",
      "challenge_url": "/challenge/?record=evt_2026_1296"
    },
    {
      "event_id": "evt_2026_1300",
      "school_id": "ohio_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5031,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5031",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5031 > column VANDAL_RAC24 > cell NT5031"
      },
      "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 NT5031 in Oncampushate222324.xlsx, sheet1 row 5031, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ohio_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5031 > column VANDAL_RAC24 > cell NT5031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1300/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1300",
      "challenge_url": "/challenge/?record=evt_2026_1300"
    },
    {
      "event_id": "evt_2026_1303",
      "school_id": "vanderbilt_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5950,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5950",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5950 > column INTIM_REL23 > cell IP5950"
      },
      "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 IP5950 in Oncampushate222324.xlsx, sheet1 row 5950, 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 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 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 5950 > column INTIM_REL23 > cell IP5950. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1303/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1303",
      "challenge_url": "/challenge/?record=evt_2026_1303"
    },
    {
      "event_id": "evt_2026_1304",
      "school_id": "texas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6363,
        "column": "AGG_A_SEX22",
        "column_letter": "BS",
        "cell": "BS6363",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6363 > column AGG_A_SEX22 > cell BS6363"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex22",
      "expected_column": "AGG_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell BS6363 in Oncampushate222324.xlsx, sheet1 row 6363, column AGG_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX22 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6363 > column AGG_A_SEX22 > cell BS6363. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1304/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1304",
      "challenge_url": "/challenge/?record=evt_2026_1304"
    },
    {
      "event_id": "evt_2026_1308",
      "school_id": "central_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6753,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6753",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6753 > column VANDAL_RAC22 > cell EB6753"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB6753 in Oncampushate222324.xlsx, sheet1 row 6753, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id central_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6753 > column VANDAL_RAC22 > cell EB6753. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1308/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1308",
      "challenge_url": "/challenge/?record=evt_2026_1308"
    },
    {
      "event_id": "evt_2026_1310",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 180,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ180",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 180 > column INTIM_NAT22 > cell DZ180"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "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 DZ180 in Oncampushate222324.xlsx, sheet1 row 180, 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_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 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 180 > column INTIM_NAT22 > cell DZ180. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1310/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1310",
      "challenge_url": "/challenge/?record=evt_2026_1310"
    },
    {
      "event_id": "evt_2026_1312",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1031,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1031",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1031 > column INTIM_RAC23 > cell IO1031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "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 IO1031 in Oncampushate222324.xlsx, sheet1 row 1031, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1031 > column INTIM_RAC23 > cell IO1031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1312/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1312",
      "challenge_url": "/challenge/?record=evt_2026_1312"
    },
    {
      "event_id": "evt_2026_1314",
      "school_id": "university_of_central_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1197,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE1197",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1197 > column VANDAL_NAT23 > cell JE1197"
      },
      "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 JE1197 in Oncampushate222324.xlsx, sheet1 row 1197, 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_central_florida.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1197 > column VANDAL_NAT23 > cell JE1197. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1314/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1314",
      "challenge_url": "/challenge/?record=evt_2026_1314"
    },
    {
      "event_id": "evt_2026_1317",
      "school_id": "university_of_illinois_urbana_champaign",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1880,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA1880",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1880 > column VANDAL_NAT24 > cell OA1880"
      },
      "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 OA1880 in Oncampushate222324.xlsx, sheet1 row 1880, 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_illinois_urbana_champaign.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 1880 > column VANDAL_NAT24 > cell OA1880. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1317/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1317",
      "challenge_url": "/challenge/?record=evt_2026_1317"
    },
    {
      "event_id": "evt_2026_1318",
      "school_id": "ball_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2065,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2065",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2065 > column VANDAL_RAC22 > cell EB2065"
      },
      "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 EB2065 in Oncampushate222324.xlsx, sheet1 row 2065, 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 ball_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2065 > column VANDAL_RAC22 > cell EB2065. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1318/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1318",
      "challenge_url": "/challenge/?record=evt_2026_1318"
    },
    {
      "event_id": "evt_2026_1319",
      "school_id": "boston_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2918,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK2918",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2918 > column INTIM_RAC24 > cell NK2918"
      },
      "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 NK2918 in Oncampushate222324.xlsx, sheet1 row 2918, 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 boston_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 Oncampushate222324.xlsx > sheet1 row 2918 > column INTIM_RAC24 > cell NK2918. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1319/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1319",
      "challenge_url": "/challenge/?record=evt_2026_1319"
    },
    {
      "event_id": "evt_2026_1320",
      "school_id": "university_of_maryland_global_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2843,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK2843",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2843 > column INTIM_RAC24 > cell NK2843"
      },
      "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 NK2843 in Oncampushate222324.xlsx, sheet1 row 2843, 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_maryland_global_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 2843 > column INTIM_RAC24 > cell NK2843. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1320/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1320",
      "challenge_url": "/challenge/?record=evt_2026_1320"
    },
    {
      "event_id": "evt_2026_1321",
      "school_id": "davenport_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3142,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3142",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3142 > column INTIM_RAC23 > cell IO3142"
      },
      "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 IO3142 in Oncampushate222324.xlsx, sheet1 row 3142, 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 davenport_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3142 > column INTIM_RAC23 > cell IO3142. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1321/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1321",
      "challenge_url": "/challenge/?record=evt_2026_1321"
    },
    {
      "event_id": "evt_2026_1322",
      "school_id": "minnesota_state_university_mankato",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3362,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN3362",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3362 > column INTIM_GEN24 > cell NN3362"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN3362 in Oncampushate222324.xlsx, sheet1 row 3362, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id minnesota_state_university_mankato.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3362 > column INTIM_GEN24 > cell NN3362. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1322/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1322",
      "challenge_url": "/challenge/?record=evt_2026_1322"
    },
    {
      "event_id": "evt_2026_1323",
      "school_id": "cox_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3507,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN3507",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3507 > column INTIM_GEN24 > cell NN3507"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN3507 in Oncampushate222324.xlsx, sheet1 row 3507, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cox_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 Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3507 > column INTIM_GEN24 > cell NN3507. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1323/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1323",
      "challenge_url": "/challenge/?record=evt_2026_1323"
    },
    {
      "event_id": "evt_2026_1324",
      "school_id": "montana_technological_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3746,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB3746",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3746 > column VANDAL_RAC22 > cell EB3746"
      },
      "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 EB3746 in Oncampushate222324.xlsx, sheet1 row 3746, 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 montana_technological_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 3746 > column VANDAL_RAC22 > cell EB3746. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1324/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1324",
      "challenge_url": "/challenge/?record=evt_2026_1324"
    },
    {
      "event_id": "evt_2026_1326",
      "school_id": "rutgers_university_new_brunswick",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4001,
        "column": "BURGLA_REL24",
        "column_letter": "LS",
        "cell": "LS4001",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4001 > column BURGLA_REL24 > cell LS4001"
      },
      "provenance_status": "matched",
      "code_tag": "burgla-rel24",
      "expected_column": "BURGLA_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 LS4001 in Oncampushate222324.xlsx, sheet1 row 4001, column BURGLA_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 Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 BURGLA_REL24 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-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 4001 > column BURGLA_REL24 > cell LS4001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1326/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1326",
      "challenge_url": "/challenge/?record=evt_2026_1326"
    },
    {
      "event_id": "evt_2026_1327",
      "school_id": "st_john_s_university_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4421,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4421",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4421 > column INTIM_RAC24 > cell NK4421"
      },
      "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 NK4421 in Oncampushate222324.xlsx, sheet1 row 4421, 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 st_john_s_university_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 4421 > column INTIM_RAC24 > cell NK4421. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1327/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1327",
      "challenge_url": "/challenge/?record=evt_2026_1327"
    },
    {
      "event_id": "evt_2026_1329",
      "school_id": "lane_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5214,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5214",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5214 > column INTIM_RAC23 > cell IO5214"
      },
      "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 IO5214 in Oncampushate222324.xlsx, sheet1 row 5214, 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 lane_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 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 5214 > column INTIM_RAC23 > cell IO5214. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1329/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1329",
      "challenge_url": "/challenge/?record=evt_2026_1329"
    },
    {
      "event_id": "evt_2026_1331",
      "school_id": "lincoln_memorial_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5847,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ5847",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5847 > column INTIM_NAT22 > cell DZ5847"
      },
      "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 DZ5847 in Oncampushate222324.xlsx, sheet1 row 5847, 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 lincoln_memorial_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5847 > column INTIM_NAT22 > cell DZ5847. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1331/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1331",
      "challenge_url": "/challenge/?record=evt_2026_1331"
    },
    {
      "event_id": "evt_2026_1333",
      "school_id": "university_of_utah",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6517,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO6517",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6517 > column INTIM_RAC23 > cell IO6517"
      },
      "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 IO6517 in Oncampushate222324.xlsx, sheet1 row 6517, 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_utah.",
          "required_action": "No deterministic action 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 6517 > column INTIM_RAC23 > cell IO6517. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1333/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1333",
      "challenge_url": "/challenge/?record=evt_2026_1333"
    },
    {
      "event_id": "evt_2026_1334",
      "school_id": "longwood_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6612,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB6612",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6612 > column VANDAL_RAC22 > cell EB6612"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB6612 in Oncampushate222324.xlsx, sheet1 row 6612, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id longwood_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6612 > column VANDAL_RAC22 > cell EB6612. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1334/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1334",
      "challenge_url": "/challenge/?record=evt_2026_1334"
    },
    {
      "event_id": "evt_2026_1335",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Multiple workbook rows matched vermont_state_university, VANDAL_GEN23, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Multiple workbook rows matched vermont_state_university, VANDAL_GEN23, and count 1.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id vermont_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_1335/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1335",
      "challenge_url": "/challenge/?record=evt_2026_1335"
    },
    {
      "event_id": "evt_2026_1336",
      "school_id": "spokane_falls_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6849,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR6849",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6849 > column INTIM_GEN23 > cell IR6849"
      },
      "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 IR6849 in Oncampushate222324.xlsx, sheet1 row 6849, 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 spokane_falls_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 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 6849 > column INTIM_GEN23 > cell IR6849. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1336/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1336",
      "challenge_url": "/challenge/?record=evt_2026_1336"
    },
    {
      "event_id": "evt_2026_1337",
      "school_id": "university_of_wisconsin_madison",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7071,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL7071",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7071 > column INTIM_REL24 > cell NL7071"
      },
      "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 NL7071 in Oncampushate222324.xlsx, sheet1 row 7071, 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_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 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 7071 > column INTIM_REL24 > cell NL7071. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1337/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1337",
      "challenge_url": "/challenge/?record=evt_2026_1337"
    },
    {
      "event_id": "evt_2026_1338",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 180,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS180",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 180 > column INTIM_RAC22 > cell DS180"
      },
      "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 DS180 in Oncampushate222324.xlsx, sheet1 row 180, 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_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 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 180 > column INTIM_RAC22 > cell DS180. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1338/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1338",
      "challenge_url": "/challenge/?record=evt_2026_1338"
    },
    {
      "event_id": "evt_2026_1339",
      "school_id": "las_positas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_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_RAC24",
        "column_letter": "NT",
        "cell": "NT7443",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7443 > column VANDAL_RAC24 > cell NT7443"
      },
      "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 NT7443 in Oncampushate222324.xlsx, sheet1 row 7443, 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 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 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 7443 > column VANDAL_RAC24 > cell NT7443. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1339/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1339",
      "challenge_url": "/challenge/?record=evt_2026_1339"
    },
    {
      "event_id": "evt_2026_1340",
      "school_id": "university_of_colorado_colorado_springs",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 971,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU971",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 971 > column VANDAL_REL24 > cell NU971"
      },
      "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 NU971 in Oncampushate222324.xlsx, sheet1 row 971, 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_colorado_colorado_springs.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 971 > column VANDAL_REL24 > cell NU971. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1340/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1340",
      "challenge_url": "/challenge/?record=evt_2026_1340"
    },
    {
      "event_id": "evt_2026_1342",
      "school_id": "florida_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1263,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC1263",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1263 > column SIM_A_SEX22 > cell DC1263"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC1263 in Oncampushate222324.xlsx, sheet1 row 1263, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id florida_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1263 > column SIM_A_SEX22 > cell DC1263. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1342/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1342",
      "challenge_url": "/challenge/?record=evt_2026_1342"
    },
    {
      "event_id": "evt_2026_1343",
      "school_id": "oglethorpe_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1690,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB1690",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1690 > column VANDAL_RAC22 > cell EB1690"
      },
      "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 EB1690 in Oncampushate222324.xlsx, sheet1 row 1690, 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 oglethorpe_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense 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 1690 > column VANDAL_RAC22 > cell EB1690. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1343/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1343",
      "challenge_url": "/challenge/?record=evt_2026_1343"
    },
    {
      "event_id": "evt_2026_1345",
      "school_id": "depaul_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1835,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1835",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1835 > column INTIM_RAC24 > cell NK1835"
      },
      "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 NK1835 in Oncampushate222324.xlsx, sheet1 row 1835, 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 depaul_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 Oncampushate222324.xlsx > sheet1 row 1835 > column INTIM_RAC24 > cell NK1835. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1345/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1345",
      "challenge_url": "/challenge/?record=evt_2026_1345"
    },
    {
      "event_id": "evt_2026_1347",
      "school_id": "brandeis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2926,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT2926",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2926 > column VANDAL_RAC24 > cell NT2926"
      },
      "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 NT2926 in Oncampushate222324.xlsx, sheet1 row 2926, 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 brandeis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2926 > column VANDAL_RAC24 > cell NT2926. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1347/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1347",
      "challenge_url": "/challenge/?record=evt_2026_1347"
    },
    {
      "event_id": "evt_2026_1348",
      "school_id": "university_of_maryland_college_park",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2849,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK2849",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2849 > column INTIM_RAC24 > cell NK2849"
      },
      "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 NK2849 in Oncampushate222324.xlsx, sheet1 row 2849, 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_maryland_college_park.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 2849 > column INTIM_RAC24 > cell NK2849. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1348/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1348",
      "challenge_url": "/challenge/?record=evt_2026_1348"
    },
    {
      "event_id": "evt_2026_1351",
      "school_id": "missouri_state_university_springfield",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3692,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3692",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3692 > column VANDAL_RAC24 > cell NT3692"
      },
      "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 NT3692 in Oncampushate222324.xlsx, sheet1 row 3692, 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 missouri_state_university_springfield.",
          "required_action": "No deterministic action 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 3692 > column VANDAL_RAC24 > cell NT3692. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1351/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1351",
      "challenge_url": "/challenge/?record=evt_2026_1351"
    },
    {
      "event_id": "evt_2026_1354",
      "school_id": "kean_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3965,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3965",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3965 > column INTIM_RAC23 > cell IO3965"
      },
      "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 IO3965 in Oncampushate222324.xlsx, sheet1 row 3965, 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 kean_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 3965 > column INTIM_RAC23 > cell IO3965. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1354/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1354",
      "challenge_url": "/challenge/?record=evt_2026_1354"
    },
    {
      "event_id": "evt_2026_1355",
      "school_id": "state_university_of_new_york_at_new_paltz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4451,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4451",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4451 > column VANDAL_REL24 > cell NU4451"
      },
      "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 NU4451 in Oncampushate222324.xlsx, sheet1 row 4451, 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 state_university_of_new_york_at_new_paltz.",
          "required_action": "No deterministic action 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 4451 > column VANDAL_REL24 > cell NU4451. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1355/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1355",
      "challenge_url": "/challenge/?record=evt_2026_1355"
    },
    {
      "event_id": "evt_2026_1356",
      "school_id": "mount_vernon_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5001,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5001",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5001 > column INTIM_RAC23 > cell IO5001"
      },
      "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 IO5001 in Oncampushate222324.xlsx, sheet1 row 5001, 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 mount_vernon_nazarene_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 5001 > column INTIM_RAC23 > cell IO5001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1356/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1356",
      "challenge_url": "/challenge/?record=evt_2026_1356"
    },
    {
      "event_id": "evt_2026_1357",
      "school_id": "oregon_health_and_science_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5234,
        "column": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV5234",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5234 > column INTIM_GEN22 > cell DV5234"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV5234 in Oncampushate222324.xlsx, sheet1 row 5234, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id oregon_health_and_science_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5234 > column INTIM_GEN22 > cell DV5234. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1357/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1357",
      "challenge_url": "/challenge/?record=evt_2026_1357"
    },
    {
      "event_id": "evt_2026_1359",
      "school_id": "lincoln_memorial_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5847,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5847",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5847 > column INTIM_RAC22 > cell DS5847"
      },
      "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 DS5847 in Oncampushate222324.xlsx, sheet1 row 5847, 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 lincoln_memorial_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 5847 > column INTIM_RAC22 > cell DS5847. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1359/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1359",
      "challenge_url": "/challenge/?record=evt_2026_1359"
    },
    {
      "event_id": "evt_2026_1360",
      "school_id": "the_university_of_texas_medical_branch_at_galveston",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_005",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_005_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6319,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ6319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6319 > column INTIM_NAT22 > cell DZ6319"
      },
      "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 DZ6319 in Oncampushate222324.xlsx, sheet1 row 6319, 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 the_university_of_texas_medical_branch_at_galveston.",
          "required_action": "No deterministic action 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 6319 > column INTIM_NAT22 > cell DZ6319. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_1360/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_1360",
      "challenge_url": "/challenge/?record=evt_2026_1360"
    }
  ]
}
