{
  "id": "ed_certification_batch_003_review_v1",
  "snapshot_id": "snapshot_2026_06_03_10000_records",
  "generated_at": "2026-06-03",
  "review_batch_id": "ed_certification_batch_003",
  "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 003 review artifact so repeated generation cannot silently expand the certified set.",
  "method": "Deterministic Batch 003 review for ED Campus Safety dataset records. It uses current event fields, the ED source-cell provenance audit, and certification_rules_v1 gates. Matched source cells are necessary but not sufficient for certification.",
  "public_claim_limit": "This artifact is internal source-to-record review. It must not be described as third-party review, endorsement, ranking, prevalence measurement, safety scoring, severity scoring, or legal finding.",
  "completion_rule": "Every included record receives a visible status. A certified status requires every gate to pass and an explicit batch-review certification basis; unresolved source-cell locators are blocked.",
  "totals": {
    "records": 250,
    "certified": 247,
    "not_certified": 0,
    "blocked": 3,
    "awaiting_review": 0
  },
  "status_counts": {
    "certified": 247,
    "blocked": 3
  },
  "open_gate_counts": {
    "rationale_specificity": 3,
    "source_locator_specificity": 3
  },
  "provenance_status_counts": {
    "matched": 247,
    "unmatched": 3
  },
  "records": [
    {
      "event_id": "evt_2026_0229",
      "school_id": "saint_mary_s_college_of_california",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 900,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ900",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 900 > column VANDAL_ET24 > cell NZ900"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ900 in Oncampushate222324.xlsx, sheet1 row 900, 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 saint_mary_s_college_of_california.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 900 > column VANDAL_ET24 > cell NZ900. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0229/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0229",
      "challenge_url": "/challenge/?record=evt_2026_0229"
    },
    {
      "event_id": "evt_2026_0230",
      "school_id": "empire_beauty_school_aurora",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8474,
        "column": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK8474",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8474 > column AGG_A_SEX24 > cell LK8474"
      },
      "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 LK8474 in Oncampushate222324.xlsx, sheet1 row 8474, 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 empire_beauty_school_aurora.",
          "required_action": "No deterministic action 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 8474 > column AGG_A_SEX24 > cell LK8474. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0230/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0230",
      "challenge_url": "/challenge/?record=evt_2026_0230"
    },
    {
      "event_id": "evt_2026_0231",
      "school_id": "western_connecticut_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1108,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1108",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1108 > column VANDAL_RAC24 > cell NT1108"
      },
      "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 NT1108 in Oncampushate222324.xlsx, sheet1 row 1108, 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 western_connecticut_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1108 > column VANDAL_RAC24 > cell NT1108. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0231/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0231",
      "challenge_url": "/challenge/?record=evt_2026_0231"
    },
    {
      "event_id": "evt_2026_0232",
      "school_id": "university_of_the_district_of_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "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 university_of_the_district_of_columbia, INTIM_RAC22, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "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 university_of_the_district_of_columbia, INTIM_RAC22, 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 university_of_the_district_of_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_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 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_0232/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0232",
      "challenge_url": "/challenge/?record=evt_2026_0232"
    },
    {
      "event_id": "evt_2026_0233",
      "school_id": "college_of_central_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1191,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1191",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1191 > column INTIM_RAC24 > cell NK1191"
      },
      "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 NK1191 in Oncampushate222324.xlsx, sheet1 row 1191, 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 college_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 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 1191 > column INTIM_RAC24 > cell NK1191. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0233/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0233",
      "challenge_url": "/challenge/?record=evt_2026_0233"
    },
    {
      "event_id": "evt_2026_0234",
      "school_id": "georgia_career_institute",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1567,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1567",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1567 > column VANDAL_RAC24 > cell NT1567"
      },
      "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 NT1567 in Oncampushate222324.xlsx, sheet1 row 1567, 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 georgia_career_institute.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1567 > column VANDAL_RAC24 > cell NT1567. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0234/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0234",
      "challenge_url": "/challenge/?record=evt_2026_0234"
    },
    {
      "event_id": "evt_2026_0235",
      "school_id": "faith_baptist_bible_college_and_theological_seminary",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2243,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN2243",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2243 > column INTIM_GEN24 > cell NN2243"
      },
      "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 NN2243 in Oncampushate222324.xlsx, sheet1 row 2243, 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 faith_baptist_bible_college_and_theological_seminary.",
          "required_action": "No deterministic action 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 2243 > column INTIM_GEN24 > cell NN2243. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0235/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0235",
      "challenge_url": "/challenge/?record=evt_2026_0235"
    },
    {
      "event_id": "evt_2026_0236",
      "school_id": "city_colleges_of_chicago_wilbur_wright_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1827,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA1827",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1827 > column VANDAL_NAT24 > cell OA1827"
      },
      "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 OA1827 in Oncampushate222324.xlsx, sheet1 row 1827, 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 city_colleges_of_chicago_wilbur_wright_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 1827 > column VANDAL_NAT24 > cell OA1827. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0236/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0236",
      "challenge_url": "/challenge/?record=evt_2026_0236"
    },
    {
      "event_id": "evt_2026_0237",
      "school_id": "indiana_university_southeast",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ2165",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2165 > column INTIM_ET24 > cell NQ2165"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et24",
      "expected_column": "INTIM_ET24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NQ2165 in Oncampushate222324.xlsx, sheet1 row 2165, 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 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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 2165 > column INTIM_ET24 > cell NQ2165. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0237/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0237",
      "challenge_url": "/challenge/?record=evt_2026_0237"
    },
    {
      "event_id": "evt_2026_0239",
      "school_id": "university_of_louisville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2582,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL2582",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2582 > column INTIM_REL24 > cell NL2582"
      },
      "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 NL2582 in Oncampushate222324.xlsx, sheet1 row 2582, 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_louisville.",
          "required_action": "No deterministic action 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 2582 > column INTIM_REL24 > cell NL2582. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0239/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0239",
      "challenge_url": "/challenge/?record=evt_2026_0239"
    },
    {
      "event_id": "evt_2026_0242",
      "school_id": "university_of_maryland_college_park",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA2849",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2849 > column VANDAL_NAT24 > cell OA2849"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "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 OA2849 in Oncampushate222324.xlsx, sheet1 row 2849, 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_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 Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic 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 2849 > column VANDAL_NAT24 > cell OA2849. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0242/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0242",
      "challenge_url": "/challenge/?record=evt_2026_0242"
    },
    {
      "event_id": "evt_2026_0245",
      "school_id": "saint_louis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3658,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR3658",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3658 > column INTIM_NAT24 > cell NR3658"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR3658 in Oncampushate222324.xlsx, sheet1 row 3658, 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 saint_louis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3658 > column INTIM_NAT24 > cell NR3658. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0245/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0245",
      "challenge_url": "/challenge/?record=evt_2026_0245"
    },
    {
      "event_id": "evt_2026_0248",
      "school_id": "university_of_nebraska_at_kearney",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3787,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV3787",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3787 > column INTIM_NAT23 > cell IV3787"
      },
      "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 IV3787 in Oncampushate222324.xlsx, sheet1 row 3787, 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_at_kearney.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 3787 > column INTIM_NAT23 > cell IV3787. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0248/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0248",
      "challenge_url": "/challenge/?record=evt_2026_0248"
    },
    {
      "event_id": "evt_2026_0249",
      "school_id": "university_of_new_hampshire_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3882,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3882",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3882 > column INTIM_RAC24 > cell NK3882"
      },
      "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 NK3882 in Oncampushate222324.xlsx, sheet1 row 3882, 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_new_hampshire_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 Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 3882 > column INTIM_RAC24 > cell NK3882. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0249/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0249",
      "challenge_url": "/challenge/?record=evt_2026_0249"
    },
    {
      "event_id": "evt_2026_0250",
      "school_id": "bergen_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NR",
        "cell": "NR3910",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3910 > column INTIM_NAT24 > cell NR3910"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "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 NR3910 in Oncampushate222324.xlsx, sheet1 row 3910, 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 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 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 3910 > column INTIM_NAT24 > cell NR3910. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0250/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0250",
      "challenge_url": "/challenge/?record=evt_2026_0250"
    },
    {
      "event_id": "evt_2026_0252",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4432",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC24 > cell NT4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 4,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT4432 in Oncampushate222324.xlsx, sheet1 row 4432, 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 suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 4432 > column VANDAL_RAC24 > cell NT4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0252/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0252",
      "challenge_url": "/challenge/?record=evt_2026_0252"
    },
    {
      "event_id": "evt_2026_0253",
      "school_id": "ohio_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL24",
        "column_letter": "NU",
        "cell": "NU5031",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5031 > column VANDAL_REL24 > cell NU5031"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU5031 in Oncampushate222324.xlsx, sheet1 row 5031, 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 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 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 5031 > column VANDAL_REL24 > cell NU5031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0253/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0253",
      "challenge_url": "/challenge/?record=evt_2026_0253"
    },
    {
      "event_id": "evt_2026_0257",
      "school_id": "presbyterian_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5712,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5712",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5712 > column VANDAL_RAC23 > cell IX5712"
      },
      "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 IX5712 in Oncampushate222324.xlsx, sheet1 row 5712, 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 presbyterian_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 5712 > column VANDAL_RAC23 > cell IX5712. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0257/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0257",
      "challenge_url": "/challenge/?record=evt_2026_0257"
    },
    {
      "event_id": "evt_2026_0258",
      "school_id": "east_tennessee_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5808,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5808",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5808 > column VANDAL_RAC24 > cell NT5808"
      },
      "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 NT5808 in Oncampushate222324.xlsx, sheet1 row 5808, 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 east_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 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 5808 > column VANDAL_RAC24 > cell NT5808. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0258/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0258",
      "challenge_url": "/challenge/?record=evt_2026_0258"
    },
    {
      "event_id": "evt_2026_0260",
      "school_id": "utah_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6475,
        "column": "AGG_A_SEX24",
        "column_letter": "LK",
        "cell": "LK6475",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6475 > column AGG_A_SEX24 > cell LK6475"
      },
      "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 LK6475 in Oncampushate222324.xlsx, sheet1 row 6475, 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 utah_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 6475 > column AGG_A_SEX24 > cell LK6475. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0260/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0260",
      "challenge_url": "/challenge/?record=evt_2026_0260"
    },
    {
      "event_id": "evt_2026_0262",
      "school_id": "university_of_vermont",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6547",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6547 > column INTIM_REL24 > cell NL6547"
      },
      "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 NL6547 in Oncampushate222324.xlsx, sheet1 row 6547, 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_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 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 6547 > column INTIM_REL24 > cell NL6547. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0262/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0262",
      "challenge_url": "/challenge/?record=evt_2026_0262"
    },
    {
      "event_id": "evt_2026_0263",
      "school_id": "central_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NT",
        "cell": "NT6753",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6753 > column VANDAL_RAC24 > cell NT6753"
      },
      "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 NT6753 in Oncampushate222324.xlsx, sheet1 row 6753, 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 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 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 6753 > column VANDAL_RAC24 > cell NT6753. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0263/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0263",
      "challenge_url": "/challenge/?record=evt_2026_0263"
    },
    {
      "event_id": "evt_2026_0265",
      "school_id": "samford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 85,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX85",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 85 > column VANDAL_RAC23 > cell IX85"
      },
      "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 IX85 in Oncampushate222324.xlsx, sheet1 row 85, 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 samford_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 85 > column VANDAL_RAC23 > cell IX85. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0265/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0265",
      "challenge_url": "/challenge/?record=evt_2026_0265"
    },
    {
      "event_id": "evt_2026_0267",
      "school_id": "eastern_arizona_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 204,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO204",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 204 > column INTIM_RAC23 > cell IO204"
      },
      "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 IO204 in Oncampushate222324.xlsx, sheet1 row 204, 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 eastern_arizona_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 204 > column INTIM_RAC23 > cell IO204. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0267/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0267",
      "challenge_url": "/challenge/?record=evt_2026_0267"
    },
    {
      "event_id": "evt_2026_0268",
      "school_id": "university_of_california_riverside",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 475,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR475",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 475 > column INTIM_NAT24 > cell NR475"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "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 NR475 in Oncampushate222324.xlsx, sheet1 row 475, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_riverside.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 475 > column INTIM_NAT24 > cell NR475. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0268/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0268",
      "challenge_url": "/challenge/?record=evt_2026_0268"
    },
    {
      "event_id": "evt_2026_0269",
      "school_id": "metropolitan_state_university_of_denver",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1008,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR1008",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1008 > column INTIM_NAT24 > cell NR1008"
      },
      "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 NR1008 in Oncampushate222324.xlsx, sheet1 row 1008, 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 metropolitan_state_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 1008 > column INTIM_NAT24 > cell NR1008. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0269/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0269",
      "challenge_url": "/challenge/?record=evt_2026_0269"
    },
    {
      "event_id": "evt_2026_0274",
      "school_id": "concordia_university_chicago",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1831,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1831",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1831 > column VANDAL_RAC24 > cell NT1831"
      },
      "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 NT1831 in Oncampushate222324.xlsx, sheet1 row 1831, 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 concordia_university_chicago.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 1831 > column VANDAL_RAC24 > cell NT1831. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0274/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0274",
      "challenge_url": "/challenge/?record=evt_2026_0274"
    },
    {
      "event_id": "evt_2026_0275",
      "school_id": "ball_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NT",
        "cell": "NT2065",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2065 > column VANDAL_RAC24 > cell NT2065"
      },
      "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 NT2065 in Oncampushate222324.xlsx, sheet1 row 2065, 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 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 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 2065 > column VANDAL_RAC24 > cell NT2065. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0275/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0275",
      "challenge_url": "/challenge/?record=evt_2026_0275"
    },
    {
      "event_id": "evt_2026_0276",
      "school_id": "university_of_alabama_in_huntsville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5 > column INTIM_REL23 > cell IP5"
      },
      "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 IP5 in Oncampushate222324.xlsx, sheet1 row 5, 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_alabama_in_huntsville.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 5 > column INTIM_REL23 > cell IP5. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0276/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0276",
      "challenge_url": "/challenge/?record=evt_2026_0276"
    },
    {
      "event_id": "evt_2026_0277",
      "school_id": "university_of_the_ozarks",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 365,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS365",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 365 > column INTIM_RAC22 > cell DS365"
      },
      "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 DS365 in Oncampushate222324.xlsx, sheet1 row 365, 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_the_ozarks.",
          "required_action": "No deterministic action 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 365 > column INTIM_RAC22 > cell DS365. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0277/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0277",
      "challenge_url": "/challenge/?record=evt_2026_0277"
    },
    {
      "event_id": "evt_2026_0278",
      "school_id": "midwestern_university_glendale",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7932,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU7932",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7932 > column INTIM_ET23 > cell IU7932"
      },
      "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 IU7932 in Oncampushate222324.xlsx, sheet1 row 7932, 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 midwestern_university_glendale.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 7932 > column INTIM_ET23 > cell IU7932. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0278/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0278",
      "challenge_url": "/challenge/?record=evt_2026_0278"
    },
    {
      "event_id": "evt_2026_0279",
      "school_id": "cabrillo_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 425,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT425",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 425 > column VANDAL_RAC24 > cell NT425"
      },
      "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 NT425 in Oncampushate222324.xlsx, sheet1 row 425, 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 cabrillo_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 425 > column VANDAL_RAC24 > cell NT425. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0279/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0279",
      "challenge_url": "/challenge/?record=evt_2026_0279"
    },
    {
      "event_id": "evt_2026_0282",
      "school_id": "florida_southern_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1262,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1262",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1262 > column INTIM_RAC24 > cell NK1262"
      },
      "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 NK1262 in Oncampushate222324.xlsx, sheet1 row 1262, 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 florida_southern_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 1262 > column INTIM_RAC24 > cell NK1262. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0282/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0282",
      "challenge_url": "/challenge/?record=evt_2026_0282"
    },
    {
      "event_id": "evt_2026_0283",
      "school_id": "life_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1669,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1669",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1669 > column INTIM_RAC24 > cell NK1669"
      },
      "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 NK1669 in Oncampushate222324.xlsx, sheet1 row 1669, 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 life_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 1669 > column INTIM_RAC24 > cell NK1669. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0283/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0283",
      "challenge_url": "/challenge/?record=evt_2026_0283"
    },
    {
      "event_id": "evt_2026_0284",
      "school_id": "iowa_western_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT2273",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2273 > column VANDAL_RAC24 > cell NT2273"
      },
      "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 NT2273 in Oncampushate222324.xlsx, sheet1 row 2273, 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 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 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 2273 > column VANDAL_RAC24 > cell NT2273. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0284/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0284",
      "challenge_url": "/challenge/?record=evt_2026_0284"
    },
    {
      "event_id": "evt_2026_0286",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK2069",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2069 > column INTIM_RAC24 > cell NK2069"
      },
      "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 NK2069 in Oncampushate222324.xlsx, sheet1 row 2069, 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 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 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 2069 > column INTIM_RAC24 > cell NK2069. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0286/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0286",
      "challenge_url": "/challenge/?record=evt_2026_0286"
    },
    {
      "event_id": "evt_2026_0287",
      "school_id": "eastern_kentucky_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2524,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2524",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2524 > column INTIM_RAC23 > cell IO2524"
      },
      "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 IO2524 in Oncampushate222324.xlsx, sheet1 row 2524, 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 eastern_kentucky_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 2524 > column INTIM_RAC23 > cell IO2524. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0287/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0287",
      "challenge_url": "/challenge/?record=evt_2026_0287"
    },
    {
      "event_id": "evt_2026_0289",
      "school_id": "amherst_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NI",
        "cell": "NI2899",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2899 > column LAR_T_NAT24 > cell NI2899"
      },
      "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 NI2899 in Oncampushate222324.xlsx, sheet1 row 2899, 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 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 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 2899 > column LAR_T_NAT24 > cell NI2899. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0289/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0289",
      "challenge_url": "/challenge/?record=evt_2026_0289"
    },
    {
      "event_id": "evt_2026_0291",
      "school_id": "calvin_theological_seminary",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3102,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ3102",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3102 > column INTIM_ET24 > cell NQ3102"
      },
      "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 NQ3102 in Oncampushate222324.xlsx, sheet1 row 3102, 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 calvin_theological_seminary.",
          "required_action": "No deterministic action 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 3102 > column INTIM_ET24 > cell NQ3102. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0291/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0291",
      "challenge_url": "/challenge/?record=evt_2026_0291"
    },
    {
      "event_id": "evt_2026_0292",
      "school_id": "concordia_college_at_moorhead",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3328,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN3328",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3328 > column INTIM_GEN24 > cell NN3328"
      },
      "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 NN3328 in Oncampushate222324.xlsx, sheet1 row 3328, column INTIM_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id concordia_college_at_moorhead.",
          "required_action": "No deterministic action 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 3328 > column INTIM_GEN24 > cell NN3328. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0292/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0292",
      "challenge_url": "/challenge/?record=evt_2026_0292"
    },
    {
      "event_id": "evt_2026_0293",
      "school_id": "university_of_missouri_kansas_city",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL24",
        "column_letter": "NL",
        "cell": "NL3610",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3610 > column INTIM_REL24 > cell NL3610"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL3610 in Oncampushate222324.xlsx, sheet1 row 3610, 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_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 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 3610 > column INTIM_REL24 > cell NL3610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0293/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0293",
      "challenge_url": "/challenge/?record=evt_2026_0293"
    },
    {
      "event_id": "evt_2026_0294",
      "school_id": "dawson_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC23",
        "column_letter": "IO",
        "cell": "IO3733",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3733 > column INTIM_RAC23 > cell IO3733"
      },
      "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 IO3733 in Oncampushate222324.xlsx, sheet1 row 3733, 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 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 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 3733 > column INTIM_RAC23 > cell IO3733. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0294/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0294",
      "challenge_url": "/challenge/?record=evt_2026_0294"
    },
    {
      "event_id": "evt_2026_0295",
      "school_id": "appalachian_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4560,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4560",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4560 > column INTIM_RAC24 > cell NK4560"
      },
      "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 NK4560 in Oncampushate222324.xlsx, sheet1 row 4560, 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 appalachian_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 Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 4560 > column INTIM_RAC24 > cell NK4560. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0295/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0295",
      "challenge_url": "/challenge/?record=evt_2026_0295"
    },
    {
      "event_id": "evt_2026_0296",
      "school_id": "university_of_nebraska_at_omaha",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_GEN23",
        "column_letter": "IR",
        "cell": "IR3806",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3806 > column INTIM_GEN23 > cell IR3806"
      },
      "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 IR3806 in Oncampushate222324.xlsx, sheet1 row 3806, column INTIM_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_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 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 3806 > column INTIM_GEN23 > cell IR3806. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0296/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0296",
      "challenge_url": "/challenge/?record=evt_2026_0296"
    },
    {
      "event_id": "evt_2026_0297",
      "school_id": "colby_sawyer_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3868,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3868",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3868 > column VANDAL_RAC23 > cell IX3868"
      },
      "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 IX3868 in Oncampushate222324.xlsx, sheet1 row 3868, 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 colby_sawyer_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 3868 > column VANDAL_RAC23 > cell IX3868. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0297/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0297",
      "challenge_url": "/challenge/?record=evt_2026_0297"
    },
    {
      "event_id": "evt_2026_0298",
      "school_id": "rutgers_university_new_brunswick",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4001",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4001 > column INTIM_REL24 > cell NL4001"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL4001 in Oncampushate222324.xlsx, sheet1 row 4001, column INTIM_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id rutgers_university_new_brunswick.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4001 > column INTIM_REL24 > cell NL4001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0298/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0298",
      "challenge_url": "/challenge/?record=evt_2026_0298"
    },
    {
      "event_id": "evt_2026_0300",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4163",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4163 > column VANDAL_REL24 > cell NU4163"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4163 in Oncampushate222324.xlsx, sheet1 row 4163, 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 columbia_university_in_the_city_of_new_york.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 4163 > column VANDAL_REL24 > cell NU4163. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0300/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0300",
      "challenge_url": "/challenge/?record=evt_2026_0300"
    },
    {
      "event_id": "evt_2026_0302",
      "school_id": "lane_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NT",
        "cell": "NT5214",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5214 > column VANDAL_RAC24 > cell NT5214"
      },
      "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 NT5214 in Oncampushate222324.xlsx, sheet1 row 5214, 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 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 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 5214 > column VANDAL_RAC24 > cell NT5214. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0302/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0302",
      "challenge_url": "/challenge/?record=evt_2026_0302"
    },
    {
      "event_id": "evt_2026_0303",
      "school_id": "university_of_pittsburgh_pittsburgh_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5522,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ5522",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5522 > column INTIM_ET24 > cell NQ5522"
      },
      "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 NQ5522 in Oncampushate222324.xlsx, sheet1 row 5522, 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_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 5522 > column INTIM_ET24 > cell NQ5522. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0303/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0303",
      "challenge_url": "/challenge/?record=evt_2026_0303"
    },
    {
      "event_id": "evt_2026_0304",
      "school_id": "roger_williams_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5631,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5631",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5631 > column VANDAL_RAC24 > cell NT5631"
      },
      "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 NT5631 in Oncampushate222324.xlsx, sheet1 row 5631, 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 roger_williams_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 5631 > column VANDAL_RAC24 > cell NT5631. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0304/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0304",
      "challenge_url": "/challenge/?record=evt_2026_0304"
    },
    {
      "event_id": "evt_2026_0305",
      "school_id": "arclabs",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9599,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO9599",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9599 > column INTIM_RAC23 > cell IO9599"
      },
      "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 IO9599 in Oncampushate222324.xlsx, sheet1 row 9599, 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 arclabs.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 9599 > column INTIM_RAC23 > cell IO9599. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0305/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0305",
      "challenge_url": "/challenge/?record=evt_2026_0305"
    },
    {
      "event_id": "evt_2026_0307",
      "school_id": "san_antonio_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6264,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6264",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6264 > column VANDAL_REL24 > cell NU6264"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU6264 in Oncampushate222324.xlsx, sheet1 row 6264, 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 san_antonio_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 6264 > column VANDAL_REL24 > cell NU6264. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0307/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0307",
      "challenge_url": "/challenge/?record=evt_2026_0307"
    },
    {
      "event_id": "evt_2026_0308",
      "school_id": "brigham_young_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "AGG_A_SEX23",
        "column_letter": "GO",
        "cell": "GO6452",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6452 > column AGG_A_SEX23 > cell GO6452"
      },
      "provenance_status": "matched",
      "code_tag": "agg-a-sex23",
      "expected_column": "AGG_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell GO6452 in Oncampushate222324.xlsx, sheet1 row 6452, column AGG_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id 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 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Aggravated assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code AGG_A_SEX23 is for Aggravated assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in agg-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6452 > column AGG_A_SEX23 > cell GO6452. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0308/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0308",
      "challenge_url": "/challenge/?record=evt_2026_0308"
    },
    {
      "event_id": "evt_2026_0309",
      "school_id": "james_madison_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6601,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ6601",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6601 > column INTIM_ET24 > cell NQ6601"
      },
      "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 NQ6601 in Oncampushate222324.xlsx, sheet1 row 6601, 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 james_madison_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 6601 > column INTIM_ET24 > cell NQ6601. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0309/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0309",
      "challenge_url": "/challenge/?record=evt_2026_0309"
    },
    {
      "event_id": "evt_2026_0310",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "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, INTIM_RAC24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "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 vermont_state_university, INTIM_RAC24, 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 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": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_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 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_0310/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0310",
      "challenge_url": "/challenge/?record=evt_2026_0310"
    },
    {
      "event_id": "evt_2026_0313",
      "school_id": "university_of_montevallo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 74,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO74",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 74 > column INTIM_RAC23 > cell IO74"
      },
      "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 IO74 in Oncampushate222324.xlsx, sheet1 row 74, 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_montevallo.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 74 > column INTIM_RAC23 > cell IO74. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0313/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0313",
      "challenge_url": "/challenge/?record=evt_2026_0313"
    },
    {
      "event_id": "evt_2026_0314",
      "school_id": "yavapai_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 285,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU285",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 285 > column INTIM_ET23 > cell IU285"
      },
      "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 IU285 in Oncampushate222324.xlsx, sheet1 row 285, 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 yavapai_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 285 > column INTIM_ET23 > cell IU285. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0314/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0314",
      "challenge_url": "/challenge/?record=evt_2026_0314"
    },
    {
      "event_id": "evt_2026_0316",
      "school_id": "pikes_peak_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1023,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1023",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1023 > column INTIM_RAC24 > cell NK1023"
      },
      "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 NK1023 in Oncampushate222324.xlsx, sheet1 row 1023, 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 pikes_peak_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 1023 > column INTIM_RAC24 > cell NK1023. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0316/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0316",
      "challenge_url": "/challenge/?record=evt_2026_0316"
    },
    {
      "event_id": "evt_2026_0317",
      "school_id": "university_of_connecticut",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_ET22",
        "column_letter": "DY",
        "cell": "DY1055",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1055 > column INTIM_ET22 > cell DY1055"
      },
      "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 DY1055 in Oncampushate222324.xlsx, sheet1 row 1055, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_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 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 1055 > column INTIM_ET22 > cell DY1055. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0317/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0317",
      "challenge_url": "/challenge/?record=evt_2026_0317"
    },
    {
      "event_id": "evt_2026_0318",
      "school_id": "jacksonville_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1336",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1336 > column VANDAL_RAC24 > cell NT1336"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT1336 in Oncampushate222324.xlsx, sheet1 row 1336, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id jacksonville_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1336 > column VANDAL_RAC24 > cell NT1336. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0318/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0318",
      "challenge_url": "/challenge/?record=evt_2026_0318"
    },
    {
      "event_id": "evt_2026_0319",
      "school_id": "mercer_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN1680",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1680 > column INTIM_GEN24 > cell NN1680"
      },
      "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 NN1680 in Oncampushate222324.xlsx, sheet1 row 1680, 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 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 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 1680 > column INTIM_GEN24 > cell NN1680. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0319/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0319",
      "challenge_url": "/challenge/?record=evt_2026_0319"
    },
    {
      "event_id": "evt_2026_0320",
      "school_id": "maharishi_international_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2296,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR2296",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2296 > column INTIM_NAT24 > cell NR2296"
      },
      "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 NR2296 in Oncampushate222324.xlsx, sheet1 row 2296, 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 maharishi_international_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 2296 > column INTIM_NAT24 > cell NR2296. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0320/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0320",
      "challenge_url": "/challenge/?record=evt_2026_0320"
    },
    {
      "event_id": "evt_2026_0321",
      "school_id": "loyola_university_chicago",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1936,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU1936",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1936 > column VANDAL_REL24 > cell NU1936"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU1936 in Oncampushate222324.xlsx, sheet1 row 1936, 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 loyola_university_chicago.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic 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 1936 > column VANDAL_REL24 > cell NU1936. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0321/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0321",
      "challenge_url": "/challenge/?record=evt_2026_0321"
    },
    {
      "event_id": "evt_2026_0322",
      "school_id": "indiana_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2154,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL2154",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2154 > column INTIM_REL24 > cell NL2154"
      },
      "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 NL2154 in Oncampushate222324.xlsx, sheet1 row 2154, 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_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 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 2154 > column INTIM_REL24 > cell NL2154. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0322/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0322",
      "challenge_url": "/challenge/?record=evt_2026_0322"
    },
    {
      "event_id": "evt_2026_0323",
      "school_id": "asbury_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2476,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY2476",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2476 > column INTIM_ET22 > cell DY2476"
      },
      "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 DY2476 in Oncampushate222324.xlsx, sheet1 row 2476, 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 asbury_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 2476 > column INTIM_ET22 > cell DY2476. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0323/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0323",
      "challenge_url": "/challenge/?record=evt_2026_0323"
    },
    {
      "event_id": "evt_2026_0325",
      "school_id": "berklee_college_of_music",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2911,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU2911",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2911 > column SIM_A_SEX24 > cell MU2911"
      },
      "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 MU2911 in Oncampushate222324.xlsx, sheet1 row 2911, 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 berklee_college_of_music.",
          "required_action": "No deterministic action 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 2911 > column SIM_A_SEX24 > cell MU2911. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0325/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0325",
      "challenge_url": "/challenge/?record=evt_2026_0325"
    },
    {
      "event_id": "evt_2026_0326",
      "school_id": "california_state_university_los_angeles",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL24",
        "column_letter": "NU",
        "cell": "NU463",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 463 > column VANDAL_REL24 > cell NU463"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU463 in Oncampushate222324.xlsx, sheet1 row 463, 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 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 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 463 > column VANDAL_REL24 > cell NU463. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0326/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0326",
      "challenge_url": "/challenge/?record=evt_2026_0326"
    },
    {
      "event_id": "evt_2026_0327",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NR",
        "cell": "NR1031",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1031 > column INTIM_NAT24 > cell NR1031"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat24",
      "expected_column": "INTIM_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NR1031 in Oncampushate222324.xlsx, sheet1 row 1031, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1031 > column INTIM_NAT24 > cell NR1031. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0327/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0327",
      "challenge_url": "/challenge/?record=evt_2026_0327"
    },
    {
      "event_id": "evt_2026_0329",
      "school_id": "middle_georgia_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9319,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK9319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9319 > column INTIM_RAC24 > cell NK9319"
      },
      "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 NK9319 in Oncampushate222324.xlsx, sheet1 row 9319, 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 middle_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 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 9319 > column INTIM_RAC24 > cell NK9319. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0329/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0329",
      "challenge_url": "/challenge/?record=evt_2026_0329"
    },
    {
      "event_id": "evt_2026_0331",
      "school_id": "moraine_valley_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1957,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN1957",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1957 > column INTIM_GEN24 > cell NN1957"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen24",
      "expected_column": "INTIM_GEN24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NN1957 in Oncampushate222324.xlsx, sheet1 row 1957, 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 moraine_valley_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 1957 > column INTIM_GEN24 > cell NN1957. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0331/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0331",
      "challenge_url": "/challenge/?record=evt_2026_0331"
    },
    {
      "event_id": "evt_2026_0332",
      "school_id": "vincennes_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2204,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ2204",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2204 > column VANDAL_ET24 > cell NZ2204"
      },
      "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 NZ2204 in Oncampushate222324.xlsx, sheet1 row 2204, 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 vincennes_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 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 2204 > column VANDAL_ET24 > cell NZ2204. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0332/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0332",
      "challenge_url": "/challenge/?record=evt_2026_0332"
    },
    {
      "event_id": "evt_2026_0333",
      "school_id": "southcentral_kentucky_community_and_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2495,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2495",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2495 > column INTIM_RAC22 > cell DS2495"
      },
      "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 DS2495 in Oncampushate222324.xlsx, sheet1 row 2495, 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 southcentral_kentucky_community_and_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 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 2495 > column INTIM_RAC22 > cell DS2495. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0333/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0333",
      "challenge_url": "/challenge/?record=evt_2026_0333"
    },
    {
      "event_id": "evt_2026_0334",
      "school_id": "southeastern_louisiana_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2724,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2724",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2724 > column INTIM_RAC22 > cell DS2724"
      },
      "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 DS2724 in Oncampushate222324.xlsx, sheet1 row 2724, 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 southeastern_louisiana_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 2724 > column INTIM_RAC22 > cell DS2724. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0334/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0334",
      "challenge_url": "/challenge/?record=evt_2026_0334"
    },
    {
      "event_id": "evt_2026_0336",
      "school_id": "community_college_of_baltimore_county",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8125,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR8125",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8125 > column INTIM_NAT24 > cell NR8125"
      },
      "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 NR8125 in Oncampushate222324.xlsx, sheet1 row 8125, 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 community_college_of_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 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 8125 > column INTIM_NAT24 > cell NR8125. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0336/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0336",
      "challenge_url": "/challenge/?record=evt_2026_0336"
    },
    {
      "event_id": "evt_2026_0338",
      "school_id": "fond_du_lac_tribal_and_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7588,
        "column": "FOND_GEN24",
        "column_letter": "KB",
        "cell": "KB7588",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7588 > column FOND_GEN24 > cell KB7588"
      },
      "provenance_status": "matched",
      "code_tag": "fond-gen24",
      "expected_column": "FOND_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell KB7588 in Oncampushate222324.xlsx, sheet1 row 7588, column FOND_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id fond_du_lac_tribal_and_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 Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_GEN24 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7588 > column FOND_GEN24 > cell KB7588. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0338/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0338",
      "challenge_url": "/challenge/?record=evt_2026_0338"
    },
    {
      "event_id": "evt_2026_0339",
      "school_id": "washington_university_in_st_louis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3710",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3710 > column VANDAL_REL24 > cell NU3710"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU3710 in Oncampushate222324.xlsx, sheet1 row 3710, 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 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 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 3710 > column VANDAL_REL24 > cell NU3710. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0339/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0339",
      "challenge_url": "/challenge/?record=evt_2026_0339"
    },
    {
      "event_id": "evt_2026_0340",
      "school_id": "chowan_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4608,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4608",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4608 > column INTIM_RAC24 > cell NK4608"
      },
      "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 NK4608 in Oncampushate222324.xlsx, sheet1 row 4608, 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 chowan_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 4608 > column INTIM_RAC24 > cell NK4608. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0340/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0340",
      "challenge_url": "/challenge/?record=evt_2026_0340"
    },
    {
      "event_id": "evt_2026_0341",
      "school_id": "rivier_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3901,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY3901",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3901 > column SIM_A_SEX23 > cell HY3901"
      },
      "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 HY3901 in Oncampushate222324.xlsx, sheet1 row 3901, 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 rivier_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 3901 > column SIM_A_SEX23 > cell HY3901. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0341/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0341",
      "challenge_url": "/challenge/?record=evt_2026_0341"
    },
    {
      "event_id": "evt_2026_0342",
      "school_id": "seton_hall_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4028,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4028",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4028 > column INTIM_RAC24 > cell NK4028"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK4028 in Oncampushate222324.xlsx, sheet1 row 4028, 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 seton_hall_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4028 > column INTIM_RAC24 > cell NK4028. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0342/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0342",
      "challenge_url": "/challenge/?record=evt_2026_0342"
    },
    {
      "event_id": "evt_2026_0344",
      "school_id": "university_of_toledo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5076,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ5076",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5076 > column VANDAL_ET24 > cell NZ5076"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_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 NZ5076 in Oncampushate222324.xlsx, sheet1 row 5076, column VANDAL_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_toledo.",
          "required_action": "No deterministic action 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 5076 > column VANDAL_ET24 > cell NZ5076. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0344/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0344",
      "challenge_url": "/challenge/?record=evt_2026_0344"
    },
    {
      "event_id": "evt_2026_0345",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5245,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5245",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5245 > column INTIM_RAC24 > cell NK5245"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK5245 in Oncampushate222324.xlsx, sheet1 row 5245, 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 pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 5245 > column INTIM_RAC24 > cell NK5245. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0345/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0345",
      "challenge_url": "/challenge/?record=evt_2026_0345"
    },
    {
      "event_id": "evt_2026_0346",
      "school_id": "bryn_mawr_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5317,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5317",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5317 > column INTIM_RAC24 > cell NK5317"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK5317 in Oncampushate222324.xlsx, sheet1 row 5317, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bryn_mawr_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5317 > column INTIM_RAC24 > cell NK5317. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0346/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0346",
      "challenge_url": "/challenge/?record=evt_2026_0346"
    },
    {
      "event_id": "evt_2026_0347",
      "school_id": "roger_williams_university_school_of_law",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7754,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT7754",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7754 > column VANDAL_RAC24 > cell NT7754"
      },
      "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 NT7754 in Oncampushate222324.xlsx, sheet1 row 7754, 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 roger_williams_university_school_of_law.",
          "required_action": "No deterministic action 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 7754 > column VANDAL_RAC24 > cell NT7754. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0347/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0347",
      "challenge_url": "/challenge/?record=evt_2026_0347"
    },
    {
      "event_id": "evt_2026_0349",
      "school_id": "middle_tennessee_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "LAR_T_NAT24",
        "column_letter": "NI",
        "cell": "NI5871",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5871 > column LAR_T_NAT24 > cell NI5871"
      },
      "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 NI5871 in Oncampushate222324.xlsx, sheet1 row 5871, 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 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 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 5871 > column LAR_T_NAT24 > cell NI5871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0349/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0349",
      "challenge_url": "/challenge/?record=evt_2026_0349"
    },
    {
      "event_id": "evt_2026_0350",
      "school_id": "st_mary_s_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6272,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6272",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6272 > column VANDAL_REL24 > cell NU6272"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU6272 in Oncampushate222324.xlsx, sheet1 row 6272, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_mary_s_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6272 > column VANDAL_REL24 > cell NU6272. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0350/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0350",
      "challenge_url": "/challenge/?record=evt_2026_0350"
    },
    {
      "event_id": "evt_2026_0352",
      "school_id": "longwood_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NT",
        "cell": "NT6612",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6612 > column VANDAL_RAC24 > cell NT6612"
      },
      "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 NT6612 in Oncampushate222324.xlsx, sheet1 row 6612, 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 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 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 6612 > column VANDAL_RAC24 > cell NT6612. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0352/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0352",
      "challenge_url": "/challenge/?record=evt_2026_0352"
    },
    {
      "event_id": "evt_2026_0353",
      "school_id": "vermont_college_of_fine_arts",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8802,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU8802",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8802 > column INTIM_ET23 > cell IU8802"
      },
      "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 IU8802 in Oncampushate222324.xlsx, sheet1 row 8802, 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 vermont_college_of_fine_arts.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 8802 > column INTIM_ET23 > cell IU8802. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0353/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0353",
      "challenge_url": "/challenge/?record=evt_2026_0353"
    },
    {
      "event_id": "evt_2026_0356",
      "school_id": "california_state_university_monterey_bay",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7755,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK7755",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7755 > column INTIM_RAC24 > cell NK7755"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK7755 in Oncampushate222324.xlsx, sheet1 row 7755, 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_university_monterey_bay.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 7755 > column INTIM_RAC24 > cell NK7755. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0356/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0356",
      "challenge_url": "/challenge/?record=evt_2026_0356"
    },
    {
      "event_id": "evt_2026_0357",
      "school_id": "university_of_colorado_denver_anschutz_medical_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 969,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ969",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 969 > column INTIM_ET24 > cell NQ969"
      },
      "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 NQ969 in Oncampushate222324.xlsx, sheet1 row 969, 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_denver_anschutz_medical_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 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 969 > column INTIM_ET24 > cell NQ969. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0357/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0357",
      "challenge_url": "/challenge/?record=evt_2026_0357"
    },
    {
      "event_id": "evt_2026_0359",
      "school_id": "savannah_college_of_art_and_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1700,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1700",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1700 > column VANDAL_RAC24 > cell NT1700"
      },
      "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 NT1700 in Oncampushate222324.xlsx, sheet1 row 1700, 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 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 Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 1700 > column VANDAL_RAC24 > cell NT1700. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0359/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0359",
      "challenge_url": "/challenge/?record=evt_2026_0359"
    },
    {
      "event_id": "evt_2026_0360",
      "school_id": "waldorf_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NR",
        "cell": "NR2350",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2350 > column INTIM_NAT24 > cell NR2350"
      },
      "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 NR2350 in Oncampushate222324.xlsx, sheet1 row 2350, 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 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 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 2350 > column INTIM_NAT24 > cell NR2350. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0360/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0360",
      "challenge_url": "/challenge/?record=evt_2026_0360"
    },
    {
      "event_id": "evt_2026_0361",
      "school_id": "benedictine_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK1877",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1877 > column INTIM_RAC24 > cell NK1877"
      },
      "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 NK1877 in Oncampushate222324.xlsx, sheet1 row 1877, 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 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 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 1877 > column INTIM_RAC24 > cell NK1877. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0361/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0361",
      "challenge_url": "/challenge/?record=evt_2026_0361"
    },
    {
      "event_id": "evt_2026_0362",
      "school_id": "grace_college_and_theological_seminary",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2082,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2082",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2082 > column INTIM_RAC23 > cell IO2082"
      },
      "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 IO2082 in Oncampushate222324.xlsx, sheet1 row 2082, 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 grace_college_and_theological_seminary.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 2082 > column INTIM_RAC23 > cell IO2082. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0362/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0362",
      "challenge_url": "/challenge/?record=evt_2026_0362"
    },
    {
      "event_id": "evt_2026_0364",
      "school_id": "salisbury_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2874,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU2874",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2874 > column SIM_A_SEX24 > cell MU2874"
      },
      "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 MU2874 in Oncampushate222324.xlsx, sheet1 row 2874, 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 salisbury_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX24 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2874 > column SIM_A_SEX24 > cell MU2874. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0364/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0364",
      "challenge_url": "/challenge/?record=evt_2026_0364"
    },
    {
      "event_id": "evt_2026_0366",
      "school_id": "inver_hills_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3357,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3357",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3357 > column VANDAL_REL24 > cell NU3357"
      },
      "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 NU3357 in Oncampushate222324.xlsx, sheet1 row 3357, 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 inver_hills_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3357 > column VANDAL_REL24 > cell NU3357. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0366/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0366",
      "challenge_url": "/challenge/?record=evt_2026_0366"
    },
    {
      "event_id": "evt_2026_0367",
      "school_id": "evangel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3557,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN3557",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3557 > column INTIM_GEN24 > cell NN3557"
      },
      "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 NN3557 in Oncampushate222324.xlsx, sheet1 row 3557, 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 evangel_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3557 > column INTIM_GEN24 > cell NN3557. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0367/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0367",
      "challenge_url": "/challenge/?record=evt_2026_0367"
    },
    {
      "event_id": "evt_2026_0369",
      "school_id": "brookdale_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3916",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3916 > column VANDAL_REL24 > cell NU3916"
      },
      "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 NU3916 in Oncampushate222324.xlsx, sheet1 row 3916, 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 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 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 3916 > column VANDAL_REL24 > cell NU3916. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0369/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0369",
      "challenge_url": "/challenge/?record=evt_2026_0369"
    },
    {
      "event_id": "evt_2026_0370",
      "school_id": "manhattan_school_of_music",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4285,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4285",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4285 > column VANDAL_RAC24 > cell NT4285"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT4285 in Oncampushate222324.xlsx, sheet1 row 4285, 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 manhattan_school_of_music.",
          "required_action": "No deterministic action 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 4285 > column VANDAL_RAC24 > cell NT4285. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0370/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0370",
      "challenge_url": "/challenge/?record=evt_2026_0370"
    },
    {
      "event_id": "evt_2026_0372",
      "school_id": "reed_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ5267",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5267 > column VANDAL_ET24 > cell NZ5267"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_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 NZ5267 in Oncampushate222324.xlsx, sheet1 row 5267, 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 reed_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 5267 > column VANDAL_ET24 > cell NZ5267. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0372/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0372",
      "challenge_url": "/challenge/?record=evt_2026_0372"
    },
    {
      "event_id": "evt_2026_0373",
      "school_id": "bucknell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK5318",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5318 > column INTIM_RAC24 > cell NK5318"
      },
      "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 NK5318 in Oncampushate222324.xlsx, sheet1 row 5318, 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 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 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 5318 > column INTIM_RAC24 > cell NK5318. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0373/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0373",
      "challenge_url": "/challenge/?record=evt_2026_0373"
    },
    {
      "event_id": "evt_2026_0374",
      "school_id": "bryant_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5611,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5611",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5611 > column VANDAL_RAC23 > cell IX5611"
      },
      "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 IX5611 in Oncampushate222324.xlsx, sheet1 row 5611, 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 bryant_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 5611 > column VANDAL_RAC23 > cell IX5611. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0374/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0374",
      "challenge_url": "/challenge/?record=evt_2026_0374"
    },
    {
      "event_id": "evt_2026_0376",
      "school_id": "california_state_university_san_marcos",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7455,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU7455",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7455 > column VANDAL_REL24 > cell NU7455"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU7455 in Oncampushate222324.xlsx, sheet1 row 7455, 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 california_state_university_san_marcos.",
          "required_action": "No deterministic action 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 7455 > column VANDAL_REL24 > cell NU7455. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0376/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0376",
      "challenge_url": "/challenge/?record=evt_2026_0376"
    },
    {
      "event_id": "evt_2026_0377",
      "school_id": "university_of_denver",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "BURGLA_REL24",
        "column_letter": "LS",
        "cell": "LS994",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 994 > column BURGLA_REL24 > cell LS994"
      },
      "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 LS994 in Oncampushate222324.xlsx, sheet1 row 994, 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 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 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 994 > column BURGLA_REL24 > cell LS994. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0377/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0377",
      "challenge_url": "/challenge/?record=evt_2026_0377"
    },
    {
      "event_id": "evt_2026_0378",
      "school_id": "university_of_florida",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1272",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1272 > column INTIM_RAC24 > cell NK1272"
      },
      "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 NK1272 in Oncampushate222324.xlsx, sheet1 row 1272, 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_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 Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 1272 > column INTIM_RAC24 > cell NK1272. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0378/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0378",
      "challenge_url": "/challenge/?record=evt_2026_0378"
    },
    {
      "event_id": "evt_2026_0379",
      "school_id": "university_of_georgia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1645,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR1645",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1645 > column INTIM_NAT24 > cell NR1645"
      },
      "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 NR1645 in Oncampushate222324.xlsx, sheet1 row 1645, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_georgia.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1645 > column INTIM_NAT24 > cell NR1645. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0379/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0379",
      "challenge_url": "/challenge/?record=evt_2026_0379"
    },
    {
      "event_id": "evt_2026_0380",
      "school_id": "iowa_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2268,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO2268",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2268 > column INTIM_RAC23 > cell IO2268"
      },
      "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 IO2268 in Oncampushate222324.xlsx, sheet1 row 2268, 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 iowa_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 2268 > column INTIM_RAC23 > cell IO2268. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0380/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0380",
      "challenge_url": "/challenge/?record=evt_2026_0380"
    },
    {
      "event_id": "evt_2026_0383",
      "school_id": "massachusetts_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2996,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ2996",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2996 > column INTIM_ET24 > cell NQ2996"
      },
      "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 NQ2996 in Oncampushate222324.xlsx, sheet1 row 2996, 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 massachusetts_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 2996 > column INTIM_ET24 > cell NQ2996. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0383/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0383",
      "challenge_url": "/challenge/?record=evt_2026_0383"
    },
    {
      "event_id": "evt_2026_0384",
      "school_id": "carroll_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL23",
        "column_letter": "IY",
        "cell": "IY7695",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7695 > column VANDAL_REL23 > cell IY7695"
      },
      "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 IY7695 in Oncampushate222324.xlsx, sheet1 row 7695, 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 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 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 7695 > column VANDAL_REL23 > cell IY7695. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0384/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0384",
      "challenge_url": "/challenge/?record=evt_2026_0384"
    },
    {
      "event_id": "evt_2026_0387",
      "school_id": "evangel_university_james_river_assembly_of_god_church",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9209,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN9209",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9209 > column INTIM_GEN24 > cell NN9209"
      },
      "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 NN9209 in Oncampushate222324.xlsx, sheet1 row 9209, 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 evangel_university_james_river_assembly_of_god_church.",
          "required_action": "No deterministic action 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 9209 > column INTIM_GEN24 > cell NN9209. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0387/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0387",
      "challenge_url": "/challenge/?record=evt_2026_0387"
    },
    {
      "event_id": "evt_2026_0388",
      "school_id": "elizabeth_city_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_ET24",
        "column_letter": "NQ",
        "cell": "NQ4628",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4628 > column INTIM_ET24 > cell NQ4628"
      },
      "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 NQ4628 in Oncampushate222324.xlsx, sheet1 row 4628, 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 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 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 4628 > column INTIM_ET24 > cell NQ4628. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0388/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0388",
      "challenge_url": "/challenge/?record=evt_2026_0388"
    },
    {
      "event_id": "evt_2026_0390",
      "school_id": "st_john_s_university_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4421",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4421 > column VANDAL_REL24 > cell NU4421"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4421 in Oncampushate222324.xlsx, sheet1 row 4421, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_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 Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic 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 4421 > column VANDAL_REL24 > cell NU4421. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0390/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0390",
      "challenge_url": "/challenge/?record=evt_2026_0390"
    },
    {
      "event_id": "evt_2026_0391",
      "school_id": "antioch_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9367,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT9367",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9367 > column VANDAL_RAC24 > cell NT9367"
      },
      "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 NT9367 in Oncampushate222324.xlsx, sheet1 row 9367, 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 antioch_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 9367 > column VANDAL_RAC24 > cell NT9367. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0391/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0391",
      "challenge_url": "/challenge/?record=evt_2026_0391"
    },
    {
      "event_id": "evt_2026_0393",
      "school_id": "bucks_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ5319",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5319 > column VANDAL_ET24 > cell NZ5319"
      },
      "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 NZ5319 in Oncampushate222324.xlsx, sheet1 row 5319, 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 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 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 5319 > column VANDAL_ET24 > cell NZ5319. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0393/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0393",
      "challenge_url": "/challenge/?record=evt_2026_0393"
    },
    {
      "event_id": "evt_2026_0394",
      "school_id": "johnson_and_wales_university_providence",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5613,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5613",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5613 > column INTIM_REL23 > cell IP5613"
      },
      "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 IP5613 in Oncampushate222324.xlsx, sheet1 row 5613, 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 johnson_and_wales_university_providence.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 5613 > column INTIM_REL23 > cell IP5613. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0394/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0394",
      "challenge_url": "/challenge/?record=evt_2026_0394"
    },
    {
      "event_id": "evt_2026_0395",
      "school_id": "tri_county_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5740,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5740",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5740 > column INTIM_RAC22 > cell DS5740"
      },
      "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 DS5740 in Oncampushate222324.xlsx, sheet1 row 5740, 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 tri_county_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 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 5740 > column INTIM_RAC22 > cell DS5740. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0395/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0395",
      "challenge_url": "/challenge/?record=evt_2026_0395"
    },
    {
      "event_id": "evt_2026_0397",
      "school_id": "texas_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6293,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK6293",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6293 > column INTIM_RAC24 > cell NK6293"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK6293 in Oncampushate222324.xlsx, sheet1 row 6293, 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 texas_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 6293 > column INTIM_RAC24 > cell NK6293. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0397/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0397",
      "challenge_url": "/challenge/?record=evt_2026_0397"
    },
    {
      "event_id": "evt_2026_0399",
      "school_id": "northern_virginia_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6636,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK6636",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6636 > column INTIM_RAC24 > cell NK6636"
      },
      "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 NK6636 in Oncampushate222324.xlsx, sheet1 row 6636, 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 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 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 6636 > column INTIM_RAC24 > cell NK6636. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0399/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0399",
      "challenge_url": "/challenge/?record=evt_2026_0399"
    },
    {
      "event_id": "evt_2026_0401",
      "school_id": "bellingham_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6751,
        "column": "VANDAL_GEN24",
        "column_letter": "NW",
        "cell": "NW6751",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6751 > column VANDAL_GEN24 > cell NW6751"
      },
      "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 NW6751 in Oncampushate222324.xlsx, sheet1 row 6751, 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 bellingham_technical_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 6751 > column VANDAL_GEN24 > cell NW6751. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0401/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0401",
      "challenge_url": "/challenge/?record=evt_2026_0401"
    },
    {
      "event_id": "evt_2026_0404",
      "school_id": "western_colorado_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_GEN23",
        "column_letter": "JA",
        "cell": "JA1045",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1045 > column VANDAL_GEN23 > cell JA1045"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gen23",
      "expected_column": "VANDAL_GEN23",
      "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 JA1045 in Oncampushate222324.xlsx, sheet1 row 1045, 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 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 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 1045 > column VANDAL_GEN23 > cell JA1045. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0404/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0404",
      "challenge_url": "/challenge/?record=evt_2026_0404"
    },
    {
      "event_id": "evt_2026_0405",
      "school_id": "flagler_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1244,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD1244",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1244 > column VANDAL_ET23 > cell JD1244"
      },
      "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 JD1244 in Oncampushate222324.xlsx, sheet1 row 1244, 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 flagler_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1244 > column VANDAL_ET23 > cell JD1244. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0405/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0405",
      "challenge_url": "/challenge/?record=evt_2026_0405"
    },
    {
      "event_id": "evt_2026_0406",
      "school_id": "university_of_west_georgia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1717,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK1717",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1717 > column INTIM_RAC24 > cell NK1717"
      },
      "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 NK1717 in Oncampushate222324.xlsx, sheet1 row 1717, 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_west_georgia.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1717 > column INTIM_RAC24 > cell NK1717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0406/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0406",
      "challenge_url": "/challenge/?record=evt_2026_0406"
    },
    {
      "event_id": "evt_2026_0410",
      "school_id": "massasoit_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3005,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3005",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3005 > column VANDAL_RAC24 > cell NT3005"
      },
      "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 NT3005 in Oncampushate222324.xlsx, sheet1 row 3005, 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 massasoit_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 3005 > column VANDAL_RAC24 > cell NT3005. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0410/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0410",
      "challenge_url": "/challenge/?record=evt_2026_0410"
    },
    {
      "event_id": "evt_2026_0411",
      "school_id": "harford_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2817,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2817",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2817 > column VANDAL_RAC23 > cell IX2817"
      },
      "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 IX2817 in Oncampushate222324.xlsx, sheet1 row 2817, 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 harford_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 2817 > column VANDAL_RAC23 > cell IX2817. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0411/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0411",
      "challenge_url": "/challenge/?record=evt_2026_0411"
    },
    {
      "event_id": "evt_2026_0412",
      "school_id": "kalamazoo_valley_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3191,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ3191",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3191 > column INTIM_ET24 > cell NQ3191"
      },
      "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 NQ3191 in Oncampushate222324.xlsx, sheet1 row 3191, 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 kalamazoo_valley_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 3191 > column INTIM_ET24 > cell NQ3191. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0412/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0412",
      "challenge_url": "/challenge/?record=evt_2026_0412"
    },
    {
      "event_id": "evt_2026_0414",
      "school_id": "lindenwood_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3582,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3582",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3582 > column VANDAL_RAC24 > cell NT3582"
      },
      "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 NT3582 in Oncampushate222324.xlsx, sheet1 row 3582, 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 lindenwood_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 3582 > column VANDAL_RAC24 > cell NT3582. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0414/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0414",
      "challenge_url": "/challenge/?record=evt_2026_0414"
    },
    {
      "event_id": "evt_2026_0415",
      "school_id": "guilford_technical_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "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 guilford_technical_community_college, VANDAL_RAC24, and count 1.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "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 guilford_technical_community_college, VANDAL_RAC24, 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 guilford_technical_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": "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_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 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_0415/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0415",
      "challenge_url": "/challenge/?record=evt_2026_0415"
    },
    {
      "event_id": "evt_2026_0416",
      "school_id": "fairleigh_dickinson_university_florham_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3944,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3944",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3944 > column INTIM_RAC24 > cell NK3944"
      },
      "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 NK3944 in Oncampushate222324.xlsx, sheet1 row 3944, 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 fairleigh_dickinson_university_florham_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 3944 > column INTIM_RAC24 > cell NK3944. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0416/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0416",
      "challenge_url": "/challenge/?record=evt_2026_0416"
    },
    {
      "event_id": "evt_2026_0418",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "FOND_GEN24",
        "column_letter": "KB",
        "cell": "KB4865",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4865 > column FOND_GEN24 > cell KB4865"
      },
      "provenance_status": "matched",
      "code_tag": "fond-gen24",
      "expected_column": "FOND_GEN24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell KB4865 in Oncampushate222324.xlsx, sheet1 row 4865, column FOND_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_GEN24 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4865 > column FOND_GEN24 > cell KB4865. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0418/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0418",
      "challenge_url": "/challenge/?record=evt_2026_0418"
    },
    {
      "event_id": "evt_2026_0419",
      "school_id": "willamette_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5286,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5286",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5286 > column VANDAL_RAC24 > cell NT5286"
      },
      "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 NT5286 in Oncampushate222324.xlsx, sheet1 row 5286, 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 willamette_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 5286 > column VANDAL_RAC24 > cell NT5286. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0419/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0419",
      "challenge_url": "/challenge/?record=evt_2026_0419"
    },
    {
      "event_id": "evt_2026_0420",
      "school_id": "delaware_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_GEN24",
        "column_letter": "NW",
        "cell": "NW5346",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5346 > column VANDAL_GEN24 > cell NW5346"
      },
      "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 NW5346 in Oncampushate222324.xlsx, sheet1 row 5346, 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 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 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 5346 > column VANDAL_GEN24 > cell NW5346. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0420/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0420",
      "challenge_url": "/challenge/?record=evt_2026_0420"
    },
    {
      "event_id": "evt_2026_0421",
      "school_id": "rhodes_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5889,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5889",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5889 > column INTIM_RAC23 > cell IO5889"
      },
      "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 IO5889 in Oncampushate222324.xlsx, sheet1 row 5889, 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 rhodes_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 5889 > column INTIM_RAC23 > cell IO5889. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0421/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0421",
      "challenge_url": "/challenge/?record=evt_2026_0421"
    },
    {
      "event_id": "evt_2026_0423",
      "school_id": "utah_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6504,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD6504",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6504 > column VANDAL_ET23 > cell JD6504"
      },
      "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 JD6504 in Oncampushate222324.xlsx, sheet1 row 6504, 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 utah_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 6504 > column VANDAL_ET23 > cell JD6504. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0423/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0423",
      "challenge_url": "/challenge/?record=evt_2026_0423"
    },
    {
      "event_id": "evt_2026_0424",
      "school_id": "randolph_macon_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6666,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK6666",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6666 > column INTIM_RAC24 > cell NK6666"
      },
      "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 NK6666 in Oncampushate222324.xlsx, sheet1 row 6666, 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 randolph_macon_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 6666 > column INTIM_RAC24 > cell NK6666. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0424/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0424",
      "challenge_url": "/challenge/?record=evt_2026_0424"
    },
    {
      "event_id": "evt_2026_0425",
      "school_id": "landmark_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7313,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS7313",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7313 > column INTIM_RAC22 > cell DS7313"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS7313 in Oncampushate222324.xlsx, sheet1 row 7313, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id landmark_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7313 > column INTIM_RAC22 > cell DS7313. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0425/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0425",
      "challenge_url": "/challenge/?record=evt_2026_0425"
    },
    {
      "event_id": "evt_2026_0426",
      "school_id": "orange_coast_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 749,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT749",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 749 > column VANDAL_RAC24 > cell NT749"
      },
      "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 NT749 in Oncampushate222324.xlsx, sheet1 row 749, 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 orange_coast_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 749 > column VANDAL_RAC24 > cell NT749. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0426/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0426",
      "challenge_url": "/challenge/?record=evt_2026_0426"
    },
    {
      "event_id": "evt_2026_0428",
      "school_id": "florida_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG1263",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1263 > column LAR_T_REL23 > cell IG1263"
      },
      "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 IG1263 in Oncampushate222324.xlsx, sheet1 row 1263, 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 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 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 1263 > column LAR_T_REL23 > cell IG1263. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0428/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0428",
      "challenge_url": "/challenge/?record=evt_2026_0428"
    },
    {
      "event_id": "evt_2026_0429",
      "school_id": "east_georgia_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1616,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1616",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1616 > column INTIM_RAC23 > cell IO1616"
      },
      "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 IO1616 in Oncampushate222324.xlsx, sheet1 row 1616, 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 east_georgia_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 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 1616 > column INTIM_RAC23 > cell IO1616. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0429/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0429",
      "challenge_url": "/challenge/?record=evt_2026_0429"
    },
    {
      "event_id": "evt_2026_0431",
      "school_id": "college_of_dupage",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ1843",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1843 > column INTIM_ET24 > cell NQ1843"
      },
      "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 NQ1843 in Oncampushate222324.xlsx, sheet1 row 1843, 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 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 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 1843 > column INTIM_ET24 > cell NQ1843. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0431/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0431",
      "challenge_url": "/challenge/?record=evt_2026_0431"
    },
    {
      "event_id": "evt_2026_0433",
      "school_id": "northeastern_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3027,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA3027",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3027 > column VANDAL_NAT24 > cell OA3027"
      },
      "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 OA3027 in Oncampushate222324.xlsx, sheet1 row 3027, 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 northeastern_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 3027 > column VANDAL_NAT24 > cell OA3027. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0433/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0433",
      "challenge_url": "/challenge/?record=evt_2026_0433"
    },
    {
      "event_id": "evt_2026_0434",
      "school_id": "hood_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC23",
        "column_letter": "IX",
        "cell": "IX2818",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2818 > column VANDAL_RAC23 > cell IX2818"
      },
      "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 IX2818 in Oncampushate222324.xlsx, sheet1 row 2818, 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 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 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 2818 > column VANDAL_RAC23 > cell IX2818. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0434/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0434",
      "challenge_url": "/challenge/?record=evt_2026_0434"
    },
    {
      "event_id": "evt_2026_0435",
      "school_id": "lake_superior_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3201,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3201",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3201 > column VANDAL_RAC24 > cell NT3201"
      },
      "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 NT3201 in Oncampushate222324.xlsx, sheet1 row 3201, 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 lake_superior_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3201 > column VANDAL_RAC24 > cell NT3201. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0435/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0435",
      "challenge_url": "/challenge/?record=evt_2026_0435"
    },
    {
      "event_id": "evt_2026_0436",
      "school_id": "university_of_northwestern_st_paul",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3389,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ3389",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3389 > column INTIM_ET24 > cell NQ3389"
      },
      "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 NQ3389 in Oncampushate222324.xlsx, sheet1 row 3389, 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_northwestern_st_paul.",
          "required_action": "No deterministic action 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 3389 > column INTIM_ET24 > cell NQ3389. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0436/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0436",
      "challenge_url": "/challenge/?record=evt_2026_0436"
    },
    {
      "event_id": "evt_2026_0437",
      "school_id": "missouri_university_of_science_and_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3615,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU3615",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3615 > column SIM_A_SEX24 > cell MU3615"
      },
      "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 MU3615 in Oncampushate222324.xlsx, sheet1 row 3615, 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 missouri_university_of_science_and_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 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 3615 > column SIM_A_SEX24 > cell MU3615. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0437/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0437",
      "challenge_url": "/challenge/?record=evt_2026_0437"
    },
    {
      "event_id": "evt_2026_0438",
      "school_id": "north_carolina_central_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK4707",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4707 > column INTIM_RAC24 > cell NK4707"
      },
      "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 NK4707 in Oncampushate222324.xlsx, sheet1 row 4707, 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 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 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 4707 > column INTIM_RAC24 > cell NK4707. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0438/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0438",
      "challenge_url": "/challenge/?record=evt_2026_0438"
    },
    {
      "event_id": "evt_2026_0439",
      "school_id": "innovate_salon_academy",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9828,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC9828",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9828 > column LAR_T_REL24 > cell NC9828"
      },
      "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 NC9828 in Oncampushate222324.xlsx, sheet1 row 9828, 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 innovate_salon_academy.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 9828 > column LAR_T_REL24 > cell NC9828. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0439/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0439",
      "challenge_url": "/challenge/?record=evt_2026_0439"
    },
    {
      "event_id": "evt_2026_0440",
      "school_id": "clarkson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4153,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4153",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4153 > column INTIM_RAC24 > cell NK4153"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK4153 in Oncampushate222324.xlsx, sheet1 row 4153, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id clarkson_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4153 > column INTIM_RAC24 > cell NK4153. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0440/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0440",
      "challenge_url": "/challenge/?record=evt_2026_0440"
    },
    {
      "event_id": "evt_2026_0441",
      "school_id": "bowling_green_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4867,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4867",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4867 > column VANDAL_RAC24 > cell NT4867"
      },
      "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 NT4867 in Oncampushate222324.xlsx, sheet1 row 4867, 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 bowling_green_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4867 > column VANDAL_RAC24 > cell NT4867. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0441/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0441",
      "challenge_url": "/challenge/?record=evt_2026_0441"
    },
    {
      "event_id": "evt_2026_0442",
      "school_id": "oregon_health_and_science_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK5234",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5234 > column INTIM_RAC24 > cell NK5234"
      },
      "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 NK5234 in Oncampushate222324.xlsx, sheet1 row 5234, 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 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 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 5234 > column INTIM_RAC24 > cell NK5234. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0442/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0442",
      "challenge_url": "/challenge/?record=evt_2026_0442"
    },
    {
      "event_id": "evt_2026_0443",
      "school_id": "dickinson_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5347,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU5347",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5347 > column VANDAL_REL24 > cell NU5347"
      },
      "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 NU5347 in Oncampushate222324.xlsx, sheet1 row 5347, 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 dickinson_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 5347 > column VANDAL_REL24 > cell NU5347. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0443/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0443",
      "challenge_url": "/challenge/?record=evt_2026_0443"
    },
    {
      "event_id": "evt_2026_0445",
      "school_id": "east_texas_a_and_m_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NT",
        "cell": "NT6064",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6064 > column VANDAL_RAC24 > cell NT6064"
      },
      "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 NT6064 in Oncampushate222324.xlsx, sheet1 row 6064, 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 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 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 6064 > column VANDAL_RAC24 > cell NT6064. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0445/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0445",
      "challenge_url": "/challenge/?record=evt_2026_0445"
    },
    {
      "event_id": "evt_2026_0446",
      "school_id": "regent_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6562,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6562",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6562 > column VANDAL_REL24 > cell NU6562"
      },
      "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 NU6562 in Oncampushate222324.xlsx, sheet1 row 6562, 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 regent_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 6562 > column VANDAL_REL24 > cell NU6562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0446/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0446",
      "challenge_url": "/challenge/?record=evt_2026_0446"
    },
    {
      "event_id": "evt_2026_0447",
      "school_id": "gonzaga_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6792,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT6792",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6792 > column VANDAL_RAC24 > cell NT6792"
      },
      "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 NT6792 in Oncampushate222324.xlsx, sheet1 row 6792, 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 gonzaga_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 6792 > column VANDAL_RAC24 > cell NT6792. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0447/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0447",
      "challenge_url": "/challenge/?record=evt_2026_0447"
    },
    {
      "event_id": "evt_2026_0448",
      "school_id": "university_of_wisconsin_milwaukee",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ7072",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7072 > column INTIM_ET24 > cell NQ7072"
      },
      "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 NQ7072 in Oncampushate222324.xlsx, sheet1 row 7072, 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_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 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 7072 > column INTIM_ET24 > cell NQ7072. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0448/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0448",
      "challenge_url": "/challenge/?record=evt_2026_0448"
    },
    {
      "event_id": "evt_2026_0449",
      "school_id": "pasadena_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 770,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT770",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 770 > column VANDAL_RAC24 > cell NT770"
      },
      "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 NT770 in Oncampushate222324.xlsx, sheet1 row 770, 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 pasadena_city_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 770 > column VANDAL_RAC24 > cell NT770. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0449/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0449",
      "challenge_url": "/challenge/?record=evt_2026_0449"
    },
    {
      "event_id": "evt_2026_0451",
      "school_id": "d_a_dorsey_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9039,
        "column": "BURGLA_ET22",
        "column_letter": "CF",
        "cell": "CF9039",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9039 > column BURGLA_ET22 > cell CF9039"
      },
      "provenance_status": "matched",
      "code_tag": "burgla-et22",
      "expected_column": "BURGLA_ET22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell CF9039 in Oncampushate222324.xlsx, sheet1 row 9039, column BURGLA_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 d_a_dorsey_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 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 BURGLA_ET22 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-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 9039 > column BURGLA_ET22 > cell CF9039. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0451/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0451",
      "challenge_url": "/challenge/?record=evt_2026_0451"
    },
    {
      "event_id": "evt_2026_0452",
      "school_id": "georgia_southern_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1641,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO1641",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1641 > column INTIM_RAC23 > cell IO1641"
      },
      "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 IO1641 in Oncampushate222324.xlsx, sheet1 row 1641, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id georgia_southern_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 1641 > column INTIM_RAC23 > cell IO1641. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0452/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0452",
      "challenge_url": "/challenge/?record=evt_2026_0452"
    },
    {
      "event_id": "evt_2026_0453",
      "school_id": "kirkwood_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2283,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2283",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2283 > column INTIM_RAC22 > cell DS2283"
      },
      "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 DS2283 in Oncampushate222324.xlsx, sheet1 row 2283, 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 kirkwood_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 2283 > column INTIM_RAC22 > cell DS2283. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0453/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0453",
      "challenge_url": "/challenge/?record=evt_2026_0453"
    },
    {
      "event_id": "evt_2026_0454",
      "school_id": "educators_of_beauty_college_of_cosmetology_rockford",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7371,
        "column": "VEHIC_GEN24",
        "column_letter": "MD",
        "cell": "MD7371",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7371 > column VEHIC_GEN24 > cell MD7371"
      },
      "provenance_status": "matched",
      "code_tag": "vehic-gen24",
      "expected_column": "VEHIC_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 MD7371 in Oncampushate222324.xlsx, sheet1 row 7371, column VEHIC_GEN24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id educators_of_beauty_college_of_cosmetology_rockford.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Motor vehicle 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 VEHIC_GEN24 is for Motor vehicle 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 vehic-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 7371 > column VEHIC_GEN24 > cell MD7371. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0454/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0454",
      "challenge_url": "/challenge/?record=evt_2026_0454"
    },
    {
      "event_id": "evt_2026_0456",
      "school_id": "simmons_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3057,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ3057",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3057 > column INTIM_ET24 > cell NQ3057"
      },
      "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 NQ3057 in Oncampushate222324.xlsx, sheet1 row 3057, 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 simmons_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 3057 > column INTIM_ET24 > cell NQ3057. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0456/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0456",
      "challenge_url": "/challenge/?record=evt_2026_0456"
    },
    {
      "event_id": "evt_2026_0457",
      "school_id": "mcdaniel_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL23",
        "column_letter": "IP",
        "cell": "IP2889",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2889 > column INTIM_REL23 > cell IP2889"
      },
      "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 IP2889 in Oncampushate222324.xlsx, sheet1 row 2889, 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 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 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 2889 > column INTIM_REL23 > cell IP2889. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0457/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0457",
      "challenge_url": "/challenge/?record=evt_2026_0457"
    },
    {
      "event_id": "evt_2026_0459",
      "school_id": "university_of_st_thomas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3406,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3406",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3406 > column INTIM_RAC24 > cell NK3406"
      },
      "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 NK3406 in Oncampushate222324.xlsx, sheet1 row 3406, 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_st_thomas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 3406 > column INTIM_RAC24 > cell NK3406. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0459/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0459",
      "challenge_url": "/challenge/?record=evt_2026_0459"
    },
    {
      "event_id": "evt_2026_0462",
      "school_id": "kean_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT3965",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3965 > column VANDAL_RAC24 > cell NT3965"
      },
      "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 NT3965 in Oncampushate222324.xlsx, sheet1 row 3965, 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 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 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 3965 > column VANDAL_RAC24 > cell NT3965. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0462/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0462",
      "challenge_url": "/challenge/?record=evt_2026_0462"
    },
    {
      "event_id": "evt_2026_0463",
      "school_id": "cuny_borough_of_manhattan_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4190,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT4190",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4190 > column VANDAL_RAC24 > cell NT4190"
      },
      "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 NT4190 in Oncampushate222324.xlsx, sheet1 row 4190, 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_borough_of_manhattan_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4190 > column VANDAL_RAC24 > cell NT4190. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0463/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0463",
      "challenge_url": "/challenge/?record=evt_2026_0463"
    },
    {
      "event_id": "evt_2026_0465",
      "school_id": "oregon_state_university_cascades_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8230,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU8230",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8230 > column VANDAL_REL24 > cell NU8230"
      },
      "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 NU8230 in Oncampushate222324.xlsx, sheet1 row 8230, 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 oregon_state_university_cascades_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 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 8230 > column VANDAL_REL24 > cell NU8230. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0465/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0465",
      "challenge_url": "/challenge/?record=evt_2026_0465"
    },
    {
      "event_id": "evt_2026_0466",
      "school_id": "east_stroudsburg_university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5360,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU5360",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5360 > column SIM_A_SEX24 > cell MU5360"
      },
      "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 MU5360 in Oncampushate222324.xlsx, sheet1 row 5360, 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 east_stroudsburg_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 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 5360 > column SIM_A_SEX24 > cell MU5360. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0466/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0466",
      "challenge_url": "/challenge/?record=evt_2026_0466"
    },
    {
      "event_id": "evt_2026_0467",
      "school_id": "the_university_of_tennessee_health_science_center",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9555,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO9555",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9555 > column INTIM_RAC23 > cell IO9555"
      },
      "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 IO9555 in Oncampushate222324.xlsx, sheet1 row 9555, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id the_university_of_tennessee_health_science_center.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the 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 9555 > column INTIM_RAC23 > cell IO9555. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0467/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0467",
      "challenge_url": "/challenge/?record=evt_2026_0467"
    },
    {
      "event_id": "evt_2026_0468",
      "school_id": "houston_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6128,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT6128",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6128 > column VANDAL_RAC24 > cell NT6128"
      },
      "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 NT6128 in Oncampushate222324.xlsx, sheet1 row 6128, 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 houston_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 6128 > column VANDAL_RAC24 > cell NT6128. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0468/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0468",
      "challenge_url": "/challenge/?record=evt_2026_0468"
    },
    {
      "event_id": "evt_2026_0470",
      "school_id": "pierce_college_district",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6787,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT6787",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6787 > column VANDAL_RAC24 > cell NT6787"
      },
      "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 NT6787 in Oncampushate222324.xlsx, sheet1 row 6787, 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 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 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 6787 > column VANDAL_RAC24 > cell NT6787. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0470/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0470",
      "challenge_url": "/challenge/?record=evt_2026_0470"
    },
    {
      "event_id": "evt_2026_0471",
      "school_id": "viterbo_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK7026",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7026 > column INTIM_RAC24 > cell NK7026"
      },
      "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 NK7026 in Oncampushate222324.xlsx, sheet1 row 7026, 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 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 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 7026 > column INTIM_RAC24 > cell NK7026. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0471/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0471",
      "challenge_url": "/challenge/?record=evt_2026_0471"
    },
    {
      "event_id": "evt_2026_0472",
      "school_id": "santa_ana_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 797,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT797",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 797 > column VANDAL_RAC24 > cell NT797"
      },
      "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 NT797 in Oncampushate222324.xlsx, sheet1 row 797, 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 santa_ana_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 797 > column VANDAL_RAC24 > cell NT797. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0472/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0472",
      "challenge_url": "/challenge/?record=evt_2026_0472"
    },
    {
      "event_id": "evt_2026_0474",
      "school_id": "m_dcps_the_english_center",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8250,
        "column": "BURGLA_GEN22",
        "column_letter": "CC",
        "cell": "CC8250",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8250 > column BURGLA_GEN22 > cell CC8250"
      },
      "provenance_status": "matched",
      "code_tag": "burgla-gen22",
      "expected_column": "BURGLA_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 CC8250 in Oncampushate222324.xlsx, sheet1 row 8250, column BURGLA_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 m_dcps_the_english_center.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 BURGLA_GEN22 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-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 8250 > column BURGLA_GEN22 > cell CC8250. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0474/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0474",
      "challenge_url": "/challenge/?record=evt_2026_0474"
    },
    {
      "event_id": "evt_2026_0475",
      "school_id": "berry_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1580,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU1580",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1580 > column INTIM_ET23 > cell IU1580"
      },
      "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 IU1580 in Oncampushate222324.xlsx, sheet1 row 1580, 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 berry_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 1580 > column INTIM_ET23 > cell IU1580. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0475/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0475",
      "challenge_url": "/challenge/?record=evt_2026_0475"
    },
    {
      "event_id": "evt_2026_0477",
      "school_id": "fort_lewis_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 998,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX998",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 998 > column VANDAL_RAC23 > cell IX998"
      },
      "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 IX998 in Oncampushate222324.xlsx, sheet1 row 998, 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 fort_lewis_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 998 > column VANDAL_RAC23 > cell IX998. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0477/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0477",
      "challenge_url": "/challenge/?record=evt_2026_0477"
    },
    {
      "event_id": "evt_2026_0478",
      "school_id": "rollins_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1442,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC1442",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1442 > column VANDAL_REL22 > cell EC1442"
      },
      "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 EC1442 in Oncampushate222324.xlsx, sheet1 row 1442, 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 rollins_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 1442 > column VANDAL_REL22 > cell EC1442. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0478/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0478",
      "challenge_url": "/challenge/?record=evt_2026_0478"
    },
    {
      "event_id": "evt_2026_0479",
      "school_id": "coastal_pines_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9489,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO9489",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9489 > column INTIM_RAC23 > cell IO9489"
      },
      "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 IO9489 in Oncampushate222324.xlsx, sheet1 row 9489, 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 coastal_pines_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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 9489 > column INTIM_RAC23 > cell IO9489. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0479/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0479",
      "challenge_url": "/challenge/?record=evt_2026_0479"
    },
    {
      "event_id": "evt_2026_0480",
      "school_id": "heartland_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7634,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT7634",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7634 > column VANDAL_RAC24 > cell NT7634"
      },
      "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 NT7634 in Oncampushate222324.xlsx, sheet1 row 7634, 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 heartland_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 7634 > column VANDAL_RAC24 > cell NT7634. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0480/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0480",
      "challenge_url": "/challenge/?record=evt_2026_0480"
    },
    {
      "event_id": "evt_2026_0481",
      "school_id": "hanover_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2083",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2083 > column INTIM_RAC22 > cell DS2083"
      },
      "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 DS2083 in Oncampushate222324.xlsx, sheet1 row 2083, 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 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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected 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 2083 > column INTIM_RAC22 > cell DS2083. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0481/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0481",
      "challenge_url": "/challenge/?record=evt_2026_0481"
    },
    {
      "event_id": "evt_2026_0482",
      "school_id": "suffolk_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3066,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU3066",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3066 > column SIM_A_SEX24 > cell MU3066"
      },
      "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 MU3066 in Oncampushate222324.xlsx, sheet1 row 3066, 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 suffolk_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX24 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3066 > column SIM_A_SEX24 > cell MU3066. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0482/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0482",
      "challenge_url": "/challenge/?record=evt_2026_0482"
    },
    {
      "event_id": "evt_2026_0483",
      "school_id": "goucher_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2815,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2815",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2815 > column VANDAL_RAC22 > cell EB2815"
      },
      "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 EB2815 in Oncampushate222324.xlsx, sheet1 row 2815, 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 goucher_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 2815 > column VANDAL_RAC22 > cell EB2815. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0483/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0483",
      "challenge_url": "/challenge/?record=evt_2026_0483"
    },
    {
      "event_id": "evt_2026_0485",
      "school_id": "anoka_ramsey_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3314,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE3314",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3314 > column VANDAL_NAT23 > cell JE3314"
      },
      "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 JE3314 in Oncampushate222324.xlsx, sheet1 row 3314, 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 anoka_ramsey_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3314 > column VANDAL_NAT23 > cell JE3314. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0485/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0485",
      "challenge_url": "/challenge/?record=evt_2026_0485"
    },
    {
      "event_id": "evt_2026_0487",
      "school_id": "university_of_north_carolina_school_of_the_arts",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4708,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK4708",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4708 > column INTIM_RAC24 > cell NK4708"
      },
      "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 NK4708 in Oncampushate222324.xlsx, sheet1 row 4708, 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_north_carolina_school_of_the_arts.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4708 > column INTIM_RAC24 > cell NK4708. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0487/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0487",
      "challenge_url": "/challenge/?record=evt_2026_0487"
    },
    {
      "event_id": "evt_2026_0488",
      "school_id": "mercer_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU3970",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3970 > column SIM_A_SEX24 > cell MU3970"
      },
      "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 MU3970 in Oncampushate222324.xlsx, sheet1 row 3970, 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 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 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 3970 > column SIM_A_SEX24 > cell MU3970. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0488/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0488",
      "challenge_url": "/challenge/?record=evt_2026_0488"
    },
    {
      "event_id": "evt_2026_0489",
      "school_id": "cuny_hunter_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4201,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ4201",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4201 > column INTIM_ET24 > cell NQ4201"
      },
      "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 NQ4201 in Oncampushate222324.xlsx, sheet1 row 4201, 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 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 Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 4201 > column INTIM_ET24 > cell NQ4201. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0489/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0489",
      "challenge_url": "/challenge/?record=evt_2026_0489"
    },
    {
      "event_id": "evt_2026_0490",
      "school_id": "cleveland_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4899,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ4899",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4899 > column INTIM_ET24 > cell NQ4899"
      },
      "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 NQ4899 in Oncampushate222324.xlsx, sheet1 row 4899, 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 cleveland_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 4899 > column INTIM_ET24 > cell NQ4899. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0490/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0490",
      "challenge_url": "/challenge/?record=evt_2026_0490"
    },
    {
      "event_id": "evt_2026_0491",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NR",
        "cell": "NR5242",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5242 > column INTIM_NAT24 > cell NR5242"
      },
      "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 NR5242 in Oncampushate222324.xlsx, sheet1 row 5242, column INTIM_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_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 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 5242 > column INTIM_NAT24 > cell NR5242. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0491/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0491",
      "challenge_url": "/challenge/?record=evt_2026_0491"
    },
    {
      "event_id": "evt_2026_0492",
      "school_id": "harrisburg_area_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5390,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5390",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5390 > column VANDAL_RAC24 > cell NT5390"
      },
      "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 NT5390 in Oncampushate222324.xlsx, sheet1 row 5390, 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 harrisburg_area_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 5390 > column VANDAL_RAC24 > cell NT5390. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0492/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0492",
      "challenge_url": "/challenge/?record=evt_2026_0492"
    },
    {
      "event_id": "evt_2026_0493",
      "school_id": "austin_peay_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5781,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5781",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5781 > column INTIM_RAC22 > cell DS5781"
      },
      "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 DS5781 in Oncampushate222324.xlsx, sheet1 row 5781, 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 austin_peay_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 5781 > column INTIM_RAC22 > cell DS5781. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0493/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0493",
      "challenge_url": "/challenge/?record=evt_2026_0493"
    },
    {
      "event_id": "evt_2026_0494",
      "school_id": "mcallen_careers_institute",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9843,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN9843",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9843 > column INTIM_GEN24 > cell NN9843"
      },
      "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 NN9843 in Oncampushate222324.xlsx, sheet1 row 9843, 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 mcallen_careers_institute.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 9843 > column INTIM_GEN24 > cell NN9843. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0494/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0494",
      "challenge_url": "/challenge/?record=evt_2026_0494"
    },
    {
      "event_id": "evt_2026_0495",
      "school_id": "university_of_virginia_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6737,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6737",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6737 > column INTIM_REL24 > cell NL6737"
      },
      "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 NL6737 in Oncampushate222324.xlsx, sheet1 row 6737, 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_virginia_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 6737 > column INTIM_REL24 > cell NL6737. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0495/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0495",
      "challenge_url": "/challenge/?record=evt_2026_0495"
    },
    {
      "event_id": "evt_2026_0502",
      "school_id": "university_of_notre_dame",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2179,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS2179",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2179 > column INTIM_RAC22 > cell DS2179"
      },
      "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 DS2179 in Oncampushate222324.xlsx, sheet1 row 2179, 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_notre_dame.",
          "required_action": "No deterministic action 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 2179 > column INTIM_RAC22 > cell DS2179. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0502/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0502",
      "challenge_url": "/challenge/?record=evt_2026_0502"
    },
    {
      "event_id": "evt_2026_0504",
      "school_id": "maryland_institute_college_of_art",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2852,
        "column": "VANDAL_ET22",
        "column_letter": "EH",
        "cell": "EH2852",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2852 > column VANDAL_ET22 > cell EH2852"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et22",
      "expected_column": "VANDAL_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 EH2852 in Oncampushate222324.xlsx, sheet1 row 2852, column VANDAL_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id maryland_institute_college_of_art.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2852 > column VANDAL_ET22 > cell EH2852. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0504/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0504",
      "challenge_url": "/challenge/?record=evt_2026_0504"
    },
    {
      "event_id": "evt_2026_0505",
      "school_id": "wayne_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3299,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ3299",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3299 > column VANDAL_ET24 > cell NZ3299"
      },
      "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 NZ3299 in Oncampushate222324.xlsx, sheet1 row 3299, 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 wayne_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 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 3299 > column VANDAL_ET24 > cell NZ3299. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0505/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0505",
      "challenge_url": "/challenge/?record=evt_2026_0505"
    },
    {
      "event_id": "evt_2026_0506",
      "school_id": "carleton_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3327,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3327",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3327 > column INTIM_RAC23 > cell IO3327"
      },
      "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 IO3327 in Oncampushate222324.xlsx, sheet1 row 3327, 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 carleton_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 3327 > column INTIM_RAC23 > cell IO3327. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0506/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0506",
      "challenge_url": "/challenge/?record=evt_2026_0506"
    },
    {
      "event_id": "evt_2026_0508",
      "school_id": "university_of_north_carolina_wilmington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4714,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU4714",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4714 > column SIM_A_SEX24 > cell MU4714"
      },
      "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 MU4714 in Oncampushate222324.xlsx, sheet1 row 4714, 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_north_carolina_wilmington.",
          "required_action": "No deterministic action 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 4714 > column SIM_A_SEX24 > cell MU4714. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0508/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0508",
      "challenge_url": "/challenge/?record=evt_2026_0508"
    },
    {
      "event_id": "evt_2026_0509",
      "school_id": "ramapo_college_of_new_jersey",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3993,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3993",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3993 > column VANDAL_REL24 > cell NU3993"
      },
      "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 NU3993 in Oncampushate222324.xlsx, sheet1 row 3993, 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 ramapo_college_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 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 3993 > column VANDAL_REL24 > cell NU3993. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0509/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0509",
      "challenge_url": "/challenge/?record=evt_2026_0509"
    },
    {
      "event_id": "evt_2026_0510",
      "school_id": "suny_buffalo_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4447,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4447",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4447 > column INTIM_REL24 > cell NL4447"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL4447 in Oncampushate222324.xlsx, sheet1 row 4447, 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 suny_buffalo_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 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 4447 > column INTIM_REL24 > cell NL4447. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0510/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0510",
      "challenge_url": "/challenge/?record=evt_2026_0510"
    },
    {
      "event_id": "evt_2026_0511",
      "school_id": "mount_vernon_nazarene_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_NAT24",
        "column_letter": "NR",
        "cell": "NR5001",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5001 > column INTIM_NAT24 > cell NR5001"
      },
      "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 NR5001 in Oncampushate222324.xlsx, sheet1 row 5001, 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 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 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 5001 > column INTIM_NAT24 > cell NR5001. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0511/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0511",
      "challenge_url": "/challenge/?record=evt_2026_0511"
    },
    {
      "event_id": "evt_2026_0512",
      "school_id": "university_of_portland",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5266,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5266",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5266 > column VANDAL_RAC23 > cell IX5266"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX5266 in Oncampushate222324.xlsx, sheet1 row 5266, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_portland.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5266 > column VANDAL_RAC23 > cell IX5266. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0512/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0512",
      "challenge_url": "/challenge/?record=evt_2026_0512"
    },
    {
      "event_id": "evt_2026_0513",
      "school_id": "juniata_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5409,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5409",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5409 > column INTIM_RAC24 > cell NK5409"
      },
      "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 NK5409 in Oncampushate222324.xlsx, sheet1 row 5409, 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 juniata_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 5409 > column INTIM_RAC24 > cell NK5409. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0513/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0513",
      "challenge_url": "/challenge/?record=evt_2026_0513"
    },
    {
      "event_id": "evt_2026_0514",
      "school_id": "columbia_state_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5800,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5800",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5800 > column VANDAL_RAC22 > cell EB5800"
      },
      "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 EB5800 in Oncampushate222324.xlsx, sheet1 row 5800, 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 columbia_state_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 5800 > column VANDAL_RAC22 > cell EB5800. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0514/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0514",
      "challenge_url": "/challenge/?record=evt_2026_0514"
    },
    {
      "event_id": "evt_2026_0516",
      "school_id": "virginia_polytechnic_institute_and_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6717,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU6717",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6717 > column VANDAL_REL24 > cell NU6717"
      },
      "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 NU6717 in Oncampushate222324.xlsx, sheet1 row 6717, 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 virginia_polytechnic_institute_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 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 6717 > column VANDAL_REL24 > cell NU6717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0516/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0516",
      "challenge_url": "/challenge/?record=evt_2026_0516"
    },
    {
      "event_id": "evt_2026_0519",
      "school_id": "university_of_california_santa_cruz",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 484,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU484",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 484 > column VANDAL_REL24 > cell NU484"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU484 in Oncampushate222324.xlsx, sheet1 row 484, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_cruz.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label 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 484 > column VANDAL_REL24 > cell NU484. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0519/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0519",
      "challenge_url": "/challenge/?record=evt_2026_0519"
    },
    {
      "event_id": "evt_2026_0520",
      "school_id": "trinidad_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1043,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC1043",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1043 > column SIM_A_SEX22 > cell DC1043"
      },
      "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 DC1043 in Oncampushate222324.xlsx, sheet1 row 1043, 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 trinidad_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 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 1043 > column SIM_A_SEX22 > cell DC1043. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0520/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0520",
      "challenge_url": "/challenge/?record=evt_2026_0520"
    },
    {
      "event_id": "evt_2026_0521",
      "school_id": "gordon_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1646,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY1646",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1646 > column SIM_A_SEX23 > cell HY1646"
      },
      "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 HY1646 in Oncampushate222324.xlsx, sheet1 row 1646, 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 gordon_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 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 1646 > column SIM_A_SEX23 > cell HY1646. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0521/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0521",
      "challenge_url": "/challenge/?record=evt_2026_0521"
    },
    {
      "event_id": "evt_2026_0522",
      "school_id": "illinois_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1896,
        "column": "SIM_A_SEX24",
        "column_letter": "MU",
        "cell": "MU1896",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1896 > column SIM_A_SEX24 > cell MU1896"
      },
      "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 MU1896 in Oncampushate222324.xlsx, sheet1 row 1896, 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 illinois_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX24 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1896 > column SIM_A_SEX24 > cell MU1896. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0522/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0522",
      "challenge_url": "/challenge/?record=evt_2026_0522"
    },
    {
      "event_id": "evt_2026_0523",
      "school_id": "wheaton_college_massachusetts",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3077,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU3077",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3077 > column VANDAL_REL24 > cell NU3077"
      },
      "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 NU3077 in Oncampushate222324.xlsx, sheet1 row 3077, 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 wheaton_college_massachusetts.",
          "required_action": "No deterministic action 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 3077 > column VANDAL_REL24 > cell NU3077. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0523/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0523",
      "challenge_url": "/challenge/?record=evt_2026_0523"
    },
    {
      "event_id": "evt_2026_0524",
      "school_id": "aquinas_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3090,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY3090",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3090 > column VANDAL_REL23 > cell IY3090"
      },
      "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 IY3090 in Oncampushate222324.xlsx, sheet1 row 3090, 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 aquinas_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 3090 > column VANDAL_REL23 > cell IY3090. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0524/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0524",
      "challenge_url": "/challenge/?record=evt_2026_0524"
    },
    {
      "event_id": "evt_2026_0526",
      "school_id": "university_of_the_pacific",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 762,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ762",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 762 > column INTIM_ET24 > cell NQ762"
      },
      "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 NQ762 in Oncampushate222324.xlsx, sheet1 row 762, 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_the_pacific.",
          "required_action": "No deterministic action 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 762 > column INTIM_ET24 > cell NQ762. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0526/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0526",
      "challenge_url": "/challenge/?record=evt_2026_0526"
    },
    {
      "event_id": "evt_2026_0528",
      "school_id": "kishwaukee_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1912,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT1912",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1912 > column VANDAL_RAC24 > cell NT1912"
      },
      "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 NT1912 in Oncampushate222324.xlsx, sheet1 row 1912, 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 kishwaukee_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 1912 > column VANDAL_RAC24 > cell NT1912. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0528/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0528",
      "challenge_url": "/challenge/?record=evt_2026_0528"
    },
    {
      "event_id": "evt_2026_0530",
      "school_id": "baker_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3091,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3091",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3091 > column INTIM_RAC23 > cell IO3091"
      },
      "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 IO3091 in Oncampushate222324.xlsx, sheet1 row 3091, 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 baker_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 3091 > column INTIM_RAC23 > cell IO3091. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0530/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0530",
      "challenge_url": "/challenge/?record=evt_2026_0530"
    },
    {
      "event_id": "evt_2026_0531",
      "school_id": "hamline_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3346,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY3346",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3346 > column VANDAL_REL23 > cell IY3346"
      },
      "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 IY3346 in Oncampushate222324.xlsx, sheet1 row 3346, 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 hamline_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 3346 > column VANDAL_REL23 > cell IY3346. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0531/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0531",
      "challenge_url": "/challenge/?record=evt_2026_0531"
    },
    {
      "event_id": "evt_2026_0533",
      "school_id": "wake_forest_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_REL24",
        "column_letter": "NL",
        "cell": "NL4767",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4767 > column INTIM_REL24 > cell NL4767"
      },
      "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 NL4767 in Oncampushate222324.xlsx, sheet1 row 4767, 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 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 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 4767 > column INTIM_REL24 > cell NL4767. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0533/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0533",
      "challenge_url": "/challenge/?record=evt_2026_0533"
    },
    {
      "event_id": "evt_2026_0534",
      "school_id": "rider_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3996,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK3996",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3996 > column INTIM_RAC24 > cell NK3996"
      },
      "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 NK3996 in Oncampushate222324.xlsx, sheet1 row 3996, 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 rider_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 3996 > column INTIM_RAC24 > cell NK3996. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0534/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0534",
      "challenge_url": "/challenge/?record=evt_2026_0534"
    },
    {
      "event_id": "evt_2026_0535",
      "school_id": "ulster_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4510,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4510",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4510 > column VANDAL_REL24 > cell NU4510"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4510 in Oncampushate222324.xlsx, sheet1 row 4510, 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 ulster_county_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4510 > column VANDAL_REL24 > cell NU4510. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0535/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0535",
      "challenge_url": "/challenge/?record=evt_2026_0535"
    },
    {
      "event_id": "evt_2026_0536",
      "school_id": "muskingum_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5005,
        "column": "INTIM_ET24",
        "column_letter": "NQ",
        "cell": "NQ5005",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5005 > column INTIM_ET24 > cell NQ5005"
      },
      "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 NQ5005 in Oncampushate222324.xlsx, sheet1 row 5005, 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 muskingum_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 5005 > column INTIM_ET24 > cell NQ5005. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0536/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0536",
      "challenge_url": "/challenge/?record=evt_2026_0536"
    },
    {
      "event_id": "evt_2026_0538",
      "school_id": "pennsylvania_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7434,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK7434",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7434 > column INTIM_RAC24 > cell NK7434"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac24",
      "expected_column": "INTIM_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NK7434 in Oncampushate222324.xlsx, sheet1 row 7434, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_college_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7434 > column INTIM_RAC24 > cell NK7434. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0538/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0538",
      "challenge_url": "/challenge/?record=evt_2026_0538"
    },
    {
      "event_id": "evt_2026_0539",
      "school_id": "the_university_of_tennessee_knoxville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5927,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5927",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5927 > column INTIM_RAC22 > cell DS5927"
      },
      "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 DS5927 in Oncampushate222324.xlsx, sheet1 row 5927, 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 the_university_of_tennessee_knoxville.",
          "required_action": "No deterministic action 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 5927 > column INTIM_RAC22 > cell DS5927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0539/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0539",
      "challenge_url": "/challenge/?record=evt_2026_0539"
    },
    {
      "event_id": "evt_2026_0541",
      "school_id": "virginia_western_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6729,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL6729",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6729 > column INTIM_REL24 > cell NL6729"
      },
      "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 NL6729 in Oncampushate222324.xlsx, sheet1 row 6729, 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 virginia_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 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 6729 > column INTIM_REL24 > cell NL6729. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0541/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0541",
      "challenge_url": "/challenge/?record=evt_2026_0541"
    },
    {
      "event_id": "evt_2026_0542",
      "school_id": "spokane_falls_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK6849",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6849 > column INTIM_RAC24 > cell NK6849"
      },
      "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 NK6849 in Oncampushate222324.xlsx, sheet1 row 6849, 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 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 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 6849 > column INTIM_RAC24 > cell NK6849. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0542/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0542",
      "challenge_url": "/challenge/?record=evt_2026_0542"
    },
    {
      "event_id": "evt_2026_0543",
      "school_id": "marquette_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6981,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP6981",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6981 > column INTIM_REL23 > cell IP6981"
      },
      "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 IP6981 in Oncampushate222324.xlsx, sheet1 row 6981, 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 marquette_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 6981 > column INTIM_REL23 > cell IP6981. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0543/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0543",
      "challenge_url": "/challenge/?record=evt_2026_0543"
    },
    {
      "event_id": "evt_2026_0544",
      "school_id": "california_baptist_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 427,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU427",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 427 > column VANDAL_REL24 > cell NU427"
      },
      "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 NU427 in Oncampushate222324.xlsx, sheet1 row 427, 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 california_baptist_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 427 > column VANDAL_REL24 > cell NU427. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0544/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0544",
      "challenge_url": "/challenge/?record=evt_2026_0544"
    },
    {
      "event_id": "evt_2026_0545",
      "school_id": "columbus_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1602,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC1602",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1602 > column SIM_A_SEX22 > cell DC1602"
      },
      "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 DC1602 in Oncampushate222324.xlsx, sheet1 row 1602, 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 columbus_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 1602 > column SIM_A_SEX22 > cell DC1602. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0545/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0545",
      "challenge_url": "/challenge/?record=evt_2026_0545"
    },
    {
      "event_id": "evt_2026_0546",
      "school_id": "lewis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1923,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL1923",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1923 > column INTIM_REL24 > cell NL1923"
      },
      "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 NL1923 in Oncampushate222324.xlsx, sheet1 row 1923, 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 lewis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 1923 > column INTIM_REL24 > cell NL1923. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0546/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0546",
      "challenge_url": "/challenge/?record=evt_2026_0546"
    },
    {
      "event_id": "evt_2026_0548",
      "school_id": "davenport_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_GEN23",
        "column_letter": "IR",
        "cell": "IR3142",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3142 > column INTIM_GEN23 > cell IR3142"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen23",
      "expected_column": "INTIM_GEN23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IR3142 in Oncampushate222324.xlsx, sheet1 row 3142, column INTIM_GEN23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id davenport_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen23 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3142 > column INTIM_GEN23 > cell IR3142. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0548/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0548",
      "challenge_url": "/challenge/?record=evt_2026_0548"
    },
    {
      "event_id": "evt_2026_0549",
      "school_id": "martin_luther_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3331,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX3331",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3331 > column VANDAL_RAC23 > cell IX3331"
      },
      "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 IX3331 in Oncampushate222324.xlsx, sheet1 row 3331, 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 martin_luther_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 3331 > column VANDAL_RAC23 > cell IX3331. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0549/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0549",
      "challenge_url": "/challenge/?record=evt_2026_0549"
    },
    {
      "event_id": "evt_2026_0550",
      "school_id": "calvary_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3509,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP3509",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3509 > column INTIM_REL23 > cell IP3509"
      },
      "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 IP3509 in Oncampushate222324.xlsx, sheet1 row 3509, 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 calvary_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 3509 > column INTIM_REL23 > cell IP3509. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0550/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0550",
      "challenge_url": "/challenge/?record=evt_2026_0550"
    },
    {
      "event_id": "evt_2026_0551",
      "school_id": "lees_mcrae_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4665,
        "column": "INTIM_GEN23",
        "column_letter": "IR",
        "cell": "IR4665",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4665 > column INTIM_GEN23 > cell IR4665"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen23",
      "expected_column": "INTIM_GEN23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IR4665 in Oncampushate222324.xlsx, sheet1 row 4665, 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 lees_mcrae_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 4665 > column INTIM_GEN23 > cell IR4665. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0551/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0551",
      "challenge_url": "/challenge/?record=evt_2026_0551"
    },
    {
      "event_id": "evt_2026_0552",
      "school_id": "saint_elizabeth_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4033,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4033",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4033 > column INTIM_REL24 > cell NL4033"
      },
      "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 NL4033 in Oncampushate222324.xlsx, sheet1 row 4033, 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_elizabeth_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 4033 > column INTIM_REL24 > cell NL4033. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0552/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0552",
      "challenge_url": "/challenge/?record=evt_2026_0552"
    },
    {
      "event_id": "evt_2026_0553",
      "school_id": "university_of_rochester",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4393,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4393",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4393 > column VANDAL_REL24 > cell NU4393"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4393 in Oncampushate222324.xlsx, sheet1 row 4393, 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_rochester.",
          "required_action": "No deterministic action 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 4393 > column VANDAL_REL24 > cell NU4393. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0553/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0553",
      "challenge_url": "/challenge/?record=evt_2026_0553"
    },
    {
      "event_id": "evt_2026_0555",
      "school_id": "southern_oregon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5271,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO5271",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5271 > column INTIM_RAC23 > cell IO5271"
      },
      "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 IO5271 in Oncampushate222324.xlsx, sheet1 row 5271, 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 southern_oregon_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 5271 > column INTIM_RAC23 > cell IO5271. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0555/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0555",
      "challenge_url": "/challenge/?record=evt_2026_0555"
    },
    {
      "event_id": "evt_2026_0556",
      "school_id": "pennsylvania_state_university_penn_state_abington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5491,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK5491",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5491 > column INTIM_RAC24 > cell NK5491"
      },
      "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 NK5491 in Oncampushate222324.xlsx, sheet1 row 5491, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_penn_state_abington.",
          "required_action": "No deterministic action 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 5491 > column INTIM_RAC24 > cell NK5491. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0556/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0556",
      "challenge_url": "/challenge/?record=evt_2026_0556"
    },
    {
      "event_id": "evt_2026_0557",
      "school_id": "visible_music_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8572,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC8572",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8572 > column VANDAL_REL22 > cell EC8572"
      },
      "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 EC8572 in Oncampushate222324.xlsx, sheet1 row 8572, 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 visible_music_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 8572 > column VANDAL_REL22 > cell EC8572. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0557/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0557",
      "challenge_url": "/challenge/?record=evt_2026_0557"
    },
    {
      "event_id": "evt_2026_0558",
      "school_id": "texas_a_and_m_university_central_texas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 9368,
        "column": "LAR_T_REL24",
        "column_letter": "NC",
        "cell": "NC9368",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 9368 > column LAR_T_REL24 > cell NC9368"
      },
      "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 NC9368 in Oncampushate222324.xlsx, sheet1 row 9368, 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 texas_a_and_m_university_central_texas.",
          "required_action": "No deterministic action 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 9368 > column LAR_T_REL24 > cell NC9368. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0558/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0558",
      "challenge_url": "/challenge/?record=evt_2026_0558"
    },
    {
      "event_id": "evt_2026_0560",
      "school_id": "washington_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6861,
        "column": "INTIM_NAT24",
        "column_letter": "NR",
        "cell": "NR6861",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6861 > column INTIM_NAT24 > cell NR6861"
      },
      "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 NR6861 in Oncampushate222324.xlsx, sheet1 row 6861, 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 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 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 6861 > column INTIM_NAT24 > cell NR6861. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0560/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0560",
      "challenge_url": "/challenge/?record=evt_2026_0560"
    },
    {
      "event_id": "evt_2026_0561",
      "school_id": "marian_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6980,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS6980",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6980 > column INTIM_RAC22 > cell DS6980"
      },
      "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 DS6980 in Oncampushate222324.xlsx, sheet1 row 6980, 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 marian_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 6980 > column INTIM_RAC22 > cell DS6980. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0561/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0561",
      "challenge_url": "/challenge/?record=evt_2026_0561"
    },
    {
      "event_id": "evt_2026_0565",
      "school_id": "babson_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2904,
        "column": "INTIM_ET23",
        "column_letter": "IU",
        "cell": "IU2904",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2904 > column INTIM_ET23 > cell IU2904"
      },
      "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 IU2904 in Oncampushate222324.xlsx, sheet1 row 2904, 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 babson_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 2904 > column INTIM_ET23 > cell IU2904. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0565/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0565",
      "challenge_url": "/challenge/?record=evt_2026_0565"
    },
    {
      "event_id": "evt_2026_0568",
      "school_id": "columbia_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3518,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3518",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3518 > column INTIM_RAC23 > cell IO3518"
      },
      "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 IO3518 in Oncampushate222324.xlsx, sheet1 row 3518, 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 columbia_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 3518 > column INTIM_RAC23 > cell IO3518. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0568/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0568",
      "challenge_url": "/challenge/?record=evt_2026_0568"
    },
    {
      "event_id": "evt_2026_0570",
      "school_id": "stevens_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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_RAC24",
        "column_letter": "NK",
        "cell": "NK4035",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4035 > column INTIM_RAC24 > cell NK4035"
      },
      "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 NK4035 in Oncampushate222324.xlsx, sheet1 row 4035, 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 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 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 4035 > column INTIM_RAC24 > cell NK4035. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0570/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0570",
      "challenge_url": "/challenge/?record=evt_2026_0570"
    },
    {
      "event_id": "evt_2026_0571",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL4545",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4545 > column INTIM_REL24 > cell NL4545"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel24",
      "expected_column": "INTIM_REL24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NL4545 in Oncampushate222324.xlsx, sheet1 row 4545, 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 yeshiva_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic 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 4545 > column INTIM_REL24 > cell NL4545. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0571/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0571",
      "challenge_url": "/challenge/?record=evt_2026_0571"
    },
    {
      "event_id": "evt_2026_0572",
      "school_id": "ohio_university_lancaster_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5030,
        "column": "INTIM_REL24",
        "column_letter": "NL",
        "cell": "NL5030",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5030 > column INTIM_REL24 > cell NL5030"
      },
      "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 NL5030 in Oncampushate222324.xlsx, sheet1 row 5030, 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_university_lancaster_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 5030 > column INTIM_REL24 > cell NL5030. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0572/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0572",
      "challenge_url": "/challenge/?record=evt_2026_0572"
    },
    {
      "event_id": "evt_2026_0574",
      "school_id": "pennsylvania_western_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 10048,
        "column": "INTIM_RAC24",
        "column_letter": "NK",
        "cell": "NK10048",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 10048 > column INTIM_RAC24 > cell NK10048"
      },
      "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 NK10048 in Oncampushate222324.xlsx, sheet1 row 10048, column INTIM_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_western_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 10048 > column INTIM_RAC24 > cell NK10048. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0574/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0574",
      "challenge_url": "/challenge/?record=evt_2026_0574"
    },
    {
      "event_id": "evt_2026_0575",
      "school_id": "william_r_moore_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5961,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5961",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5961 > column VANDAL_RAC22 > cell EB5961"
      },
      "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 EB5961 in Oncampushate222324.xlsx, sheet1 row 5961, 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 william_r_moore_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 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 5961 > column VANDAL_RAC22 > cell EB5961. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0575/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0575",
      "challenge_url": "/challenge/?record=evt_2026_0575"
    },
    {
      "event_id": "evt_2026_0577",
      "school_id": "oglethorpe_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_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": "INTIM_GEN22",
        "column_letter": "DV",
        "cell": "DV1690",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1690 > column INTIM_GEN22 > cell DV1690"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gen22",
      "expected_column": "INTIM_GEN22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DV1690 in Oncampushate222324.xlsx, sheet1 row 1690, column INTIM_GEN22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id oglethorpe_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen22 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1690 > column INTIM_GEN22 > cell DV1690. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0577/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0577",
      "challenge_url": "/challenge/?record=evt_2026_0577"
    },
    {
      "event_id": "evt_2026_0578",
      "school_id": "northeastern_illinois_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1982,
        "column": "INTIM_GEN24",
        "column_letter": "NN",
        "cell": "NN1982",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1982 > column INTIM_GEN24 > cell NN1982"
      },
      "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 NN1982 in Oncampushate222324.xlsx, sheet1 row 1982, 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 northeastern_illinois_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen24 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1982 > column INTIM_GEN24 > cell NN1982. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0578/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0578",
      "challenge_url": "/challenge/?record=evt_2026_0578"
    },
    {
      "event_id": "evt_2026_0579",
      "school_id": "clark_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2942,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD2942",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2942 > column VANDAL_ET23 > cell JD2942"
      },
      "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 JD2942 in Oncampushate222324.xlsx, sheet1 row 2942, 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 clark_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 2942 > column VANDAL_ET23 > cell JD2942. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0579/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0579",
      "challenge_url": "/challenge/?record=evt_2026_0579"
    },
    {
      "event_id": "evt_2026_0580",
      "school_id": "lansing_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3205,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE3205",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3205 > column VANDAL_NAT23 > cell JE3205"
      },
      "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 JE3205 in Oncampushate222324.xlsx, sheet1 row 3205, 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 lansing_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3205 > column VANDAL_NAT23 > cell JE3205. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0580/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0580",
      "challenge_url": "/challenge/?record=evt_2026_0580"
    },
    {
      "event_id": "evt_2026_0581",
      "school_id": "st_cloud_technical_and_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3395,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3395",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3395 > column INTIM_RAC23 > cell IO3395"
      },
      "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 IO3395 in Oncampushate222324.xlsx, sheet1 row 3395, 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 st_cloud_technical_and_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 3395 > column INTIM_RAC23 > cell IO3395. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0581/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0581",
      "challenge_url": "/challenge/?record=evt_2026_0581"
    },
    {
      "event_id": "evt_2026_0582",
      "school_id": "crowder_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3536,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO3536",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3536 > column INTIM_RAC23 > cell IO3536"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO3536 in Oncampushate222324.xlsx, sheet1 row 3536, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id crowder_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3536 > column INTIM_RAC23 > cell IO3536. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0582/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0582",
      "challenge_url": "/challenge/?record=evt_2026_0582"
    },
    {
      "event_id": "evt_2026_0583",
      "school_id": "high_point_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4658,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV4658",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4658 > column INTIM_NAT23 > cell IV4658"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV4658 in Oncampushate222324.xlsx, sheet1 row 4658, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id high_point_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4658 > column INTIM_NAT23 > cell IV4658. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0583/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0583",
      "challenge_url": "/challenge/?record=evt_2026_0583"
    },
    {
      "event_id": "evt_2026_0585",
      "school_id": "american_musical_and_dramatic_academy",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_003",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_003_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4114,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ4114",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4114 > column VANDAL_ET24 > cell NZ4114"
      },
      "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 NZ4114 in Oncampushate222324.xlsx, sheet1 row 4114, 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 american_musical_and_dramatic_academy.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 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 4114 > column VANDAL_ET24 > cell NZ4114. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0585/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0585",
      "challenge_url": "/challenge/?record=evt_2026_0585"
    }
  ]
}
