{ "id": "ed_certification_batch_016_review_v1", "snapshot_id": "snapshot_2026_06_03_10000_records", "generated_at": "2026-06-03", "review_batch_id": "ed_certification_batch_016", "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 016 review artifact so repeated generation cannot silently expand the certified set.", "method": "Deterministic Batch 016 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": 86, "certified": 52, "not_certified": 0, "blocked": 34, "awaiting_review": 0 }, "status_counts": { "certified": 52, "blocked": 34 }, "open_gate_counts": { "rationale_specificity": 34, "source_locator_specificity": 34 }, "provenance_status_counts": { "matched": 52, "unmatched": 34 }, "records": [ { "event_id": "evt_2026_0243", "school_id": "albion_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Oncampushate222324.xlsx", "sheet": "sheet1", "row": 3083, "column": "INTIM_RAC24", "column_letter": "NK", "cell": "NK3083", "cell_value": "1", "locator": "Oncampushate222324.xlsx > sheet1 row 3083 > column INTIM_RAC24 > cell NK3083" }, "provenance_status": "matched", "code_tag": "intim-rac24", "expected_column": "INTIM_RAC24", "expected_count": 1, "source_year": "2024", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell NK3083 in Oncampushate222324.xlsx, sheet1 row 3083, column INTIM_RAC24.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id albion_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2024.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label Race.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "pass", "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.", "required_action": "No deterministic action required for this reviewed gate." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_RAC24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac24 maps directly to Race; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3083 > column INTIM_RAC24 > cell NK3083. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_0243/", "workspace_url": "/research-workspace/?record_ids=evt_2026_0243", "challenge_url": "/challenge/?record=evt_2026_0243" }, { "event_id": "evt_2026_3599", "school_id": "virginia_polytechnic_institute_and_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6717, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED6717", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6717 > column VANDAL_SEX22 > cell ED6717" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED6717 in Residencehallhate222324.xlsx, sheet1 row 6717, column VANDAL_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 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 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6717 > column VANDAL_SEX22 > cell ED6717. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3599/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3599", "challenge_url": "/challenge/?record=evt_2026_3599" }, { "event_id": "evt_2026_3600", "school_id": "saint_michael_s_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6539, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED6539", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_SEX22 > cell ED6539" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED6539 in Residencehallhate222324.xlsx, sheet1 row 6539, column VANDAL_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 saint_michael_s_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6539 > column VANDAL_SEX22 > cell ED6539. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3600/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3600", "challenge_url": "/challenge/?record=evt_2026_3600" }, { "event_id": "evt_2026_3601", "school_id": "university_of_wisconsin_milwaukee", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 7072, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED7072", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_SEX22 > cell ED7072" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED7072 in Residencehallhate222324.xlsx, sheet1 row 7072, column VANDAL_SEX22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_milwaukee.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7072 > column VANDAL_SEX22 > cell ED7072. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3601/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3601", "challenge_url": "/challenge/?record=evt_2026_3601" }, { "event_id": "evt_2026_3604", "school_id": "babson_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 2904, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED2904", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 2904 > column VANDAL_SEX22 > cell ED2904" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED2904 in Residencehallhate222324.xlsx, sheet1 row 2904, column VANDAL_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 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 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2904 > column VANDAL_SEX22 > cell ED2904. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3604/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3604", "challenge_url": "/challenge/?record=evt_2026_3604" }, { "event_id": "evt_2026_3607", "school_id": "willamette_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5286, "column": "VANDAL_SEX23", "column_letter": "IZ", "cell": "IZ5286", "cell_value": "2", "locator": "Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_SEX23 > cell IZ5286" }, "provenance_status": "matched", "code_tag": "vandal-sex23", "expected_column": "VANDAL_SEX23", "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 IZ5286 in Residencehallhate222324.xlsx, sheet1 row 5286, column VANDAL_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 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 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 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 VANDAL_SEX23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_SEX23 > cell IZ5286. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3607/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3607", "challenge_url": "/challenge/?record=evt_2026_3607" }, { "event_id": "evt_2026_3610", "school_id": "virginia_commonwealth_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6730, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU6730", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6730 > column INTIM_SEX22 > cell DU6730" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_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 DU6730 in Residencehallhate222324.xlsx, sheet1 row 6730, column INTIM_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 virginia_commonwealth_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6730 > column INTIM_SEX22 > cell DU6730. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3610/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3610", "challenge_url": "/challenge/?record=evt_2026_3610" }, { "event_id": "evt_2026_3611", "school_id": "vermont_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6545, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU6545", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6545 > column INTIM_SEX22 > cell DU6545" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_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 DU6545 in Residencehallhate222324.xlsx, sheet1 row 6545, column INTIM_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 vermont_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6545 > column INTIM_SEX22 > cell DU6545. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3611/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3611", "challenge_url": "/challenge/?record=evt_2026_3611" }, { "event_id": "evt_2026_3612", "school_id": "california_state_university_los_angeles", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 463, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU463", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 463 > column INTIM_SEX22 > cell DU463" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_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 DU463 in Residencehallhate222324.xlsx, sheet1 row 463, column INTIM_SEX22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id california_state_university_los_angeles.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 463 > column INTIM_SEX22 > cell DU463. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3612/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3612", "challenge_url": "/challenge/?record=evt_2026_3612" }, { "event_id": "evt_2026_3613", "school_id": "colorado_state_university_fort_collins", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 982, "column": "VANDAL_GID22", "column_letter": "EF", "cell": "EF982", "cell_value": "2", "locator": "Residencehallhate222324.xlsx > sheet1 row 982 > column VANDAL_GID22 > cell EF982" }, "provenance_status": "matched", "code_tag": "vandal-gid22", "expected_column": "VANDAL_GID22", "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 EF982 in Residencehallhate222324.xlsx, sheet1 row 982, column VANDAL_GID22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id colorado_state_university_fort_collins.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_GID22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 982 > column VANDAL_GID22 > cell EF982. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3613/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3613", "challenge_url": "/challenge/?record=evt_2026_3613" }, { "event_id": "evt_2026_3614", "school_id": "northeastern_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 3027, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ3027", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 3027 > column INTIM_SEX23 > cell IQ3027" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ3027 in Residencehallhate222324.xlsx, sheet1 row 3027, column INTIM_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 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 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 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3027 > column INTIM_SEX23 > cell IQ3027. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3614/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3614", "challenge_url": "/challenge/?record=evt_2026_3614" }, { "event_id": "evt_2026_3615", "school_id": "suny_adirondack", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4104, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ4104", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4104 > column INTIM_SEX23 > cell IQ4104" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ4104 in Residencehallhate222324.xlsx, sheet1 row 4104, column INTIM_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 suny_adirondack.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4104 > column INTIM_SEX23 > cell IQ4104. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3615/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3615", "challenge_url": "/challenge/?record=evt_2026_3615" }, { "event_id": "evt_2026_3616", "school_id": "ohio_state_university_main_campus", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5026, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED5026", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_SEX22 > cell ED5026" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED5026 in Residencehallhate222324.xlsx, sheet1 row 5026, column VANDAL_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 ohio_state_university_main_campus.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5026 > column VANDAL_SEX22 > cell ED5026. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3616/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3616", "challenge_url": "/challenge/?record=evt_2026_3616" }, { "event_id": "evt_2026_3617", "school_id": "pacific_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5245, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU5245", "cell_value": "2", "locator": "Residencehallhate222324.xlsx > sheet1 row 5245 > column INTIM_SEX22 > cell DU5245" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_SEX22", "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 DU5245 in Residencehallhate222324.xlsx, sheet1 row 5245, column INTIM_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 pacific_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5245 > column INTIM_SEX22 > cell DU5245. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3617/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3617", "challenge_url": "/challenge/?record=evt_2026_3617" }, { "event_id": "evt_2026_3618", "school_id": "temple_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5565, "column": "INTIM_GID23", "column_letter": "IS", "cell": "IS5565", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5565 > column INTIM_GID23 > cell IS5565" }, "provenance_status": "matched", "code_tag": "intim-gid23", "expected_column": "INTIM_GID23", "expected_count": 1, "source_year": "2023", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell IS5565 in Residencehallhate222324.xlsx, sheet1 row 5565, column INTIM_GID23.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id temple_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 INTIM_GID23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5565 > column INTIM_GID23 > cell IS5565. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3618/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3618", "challenge_url": "/challenge/?record=evt_2026_3618" }, { "event_id": "evt_2026_3620", "school_id": "longwood_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6612, "column": "VANDAL_SEX24", "column_letter": "NV", "cell": "NV6612", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6612 > column VANDAL_SEX24 > cell NV6612" }, "provenance_status": "matched", "code_tag": "vandal-sex24", "expected_column": "VANDAL_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 NV6612 in Residencehallhate222324.xlsx, sheet1 row 6612, column VANDAL_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 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 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 VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6612 > column VANDAL_SEX24 > cell NV6612. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3620/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3620", "challenge_url": "/challenge/?record=evt_2026_3620" }, { "event_id": "evt_2026_3621", "school_id": "vermont_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6544, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED6544", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6544 > column VANDAL_SEX22 > cell ED6544" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED6544 in Residencehallhate222324.xlsx, sheet1 row 6544, column VANDAL_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 vermont_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6544 > column VANDAL_SEX22 > cell ED6544. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3621/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3621", "challenge_url": "/challenge/?record=evt_2026_3621" }, { "event_id": "evt_2026_3622", "school_id": "orange_coast_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 749, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU749", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 749 > column INTIM_SEX22 > cell DU749" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_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 DU749 in Residencehallhate222324.xlsx, sheet1 row 749, column INTIM_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 orange_coast_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 749 > column INTIM_SEX22 > cell DU749. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3622/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3622", "challenge_url": "/challenge/?record=evt_2026_3622" }, { "event_id": "evt_2026_3625", "school_id": "new_york_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4328, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU4328", "cell_value": "2", "locator": "Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_SEX22 > cell DU4328" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_SEX22", "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 DU4328 in Residencehallhate222324.xlsx, sheet1 row 4328, column INTIM_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 new_york_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_SEX22 > cell DU4328. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3625/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3625", "challenge_url": "/challenge/?record=evt_2026_3625" }, { "event_id": "evt_2026_3629", "school_id": "texas_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 6293, "column": "LAR_T_SEX23", "column_letter": "IH", "cell": "IH6293", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 6293 > column LAR_T_SEX23 > cell IH6293" }, "provenance_status": "matched", "code_tag": "lar-t-sex23", "expected_column": "LAR_T_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 IH6293 in Residencehallhate222324.xlsx, sheet1 row 6293, column LAR_T_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 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 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 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 LAR_T_SEX23 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-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6293 > column LAR_T_SEX23 > cell IH6293. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3629/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3629", "challenge_url": "/challenge/?record=evt_2026_3629" }, { "event_id": "evt_2026_3631", "school_id": "university_of_california_davis", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 470, "column": "VANDAL_GID22", "column_letter": "EF", "cell": "EF470", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 470 > column VANDAL_GID22 > cell EF470" }, "provenance_status": "matched", "code_tag": "vandal-gid22", "expected_column": "VANDAL_GID22", "expected_count": 1, "source_year": "2022", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell EF470 in Residencehallhate222324.xlsx, sheet1 row 470, column VANDAL_GID22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic 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 VANDAL_GID22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 470 > column VANDAL_GID22 > cell EF470. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3631/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3631", "challenge_url": "/challenge/?record=evt_2026_3631" }, { "event_id": "evt_2026_3632", "school_id": "university_of_colorado_boulder", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 973, "column": "INTIM_DIS23", "column_letter": "IT", "cell": "IT973", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_DIS23 > cell IT973" }, "provenance_status": "matched", "code_tag": "intim-dis23", "expected_column": "INTIM_DIS23", "expected_count": 1, "source_year": "2023", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell IT973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_DIS23.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label Students with disabilities.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "pass", "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.", "required_action": "No deterministic action required for this reviewed gate." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_DIS23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-dis23 maps directly to Students with disabilities; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_DIS23 > cell IT973. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3632/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3632", "challenge_url": "/challenge/?record=evt_2026_3632" }, { "event_id": "evt_2026_3635", "school_id": "ohio_university_main_campus", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5031, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED5031", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5031 > column VANDAL_SEX22 > cell ED5031" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED5031 in Residencehallhate222324.xlsx, sheet1 row 5031, column VANDAL_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 ohio_university_main_campus.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5031 > column VANDAL_SEX22 > cell ED5031. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3635/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3635", "challenge_url": "/challenge/?record=evt_2026_3635" }, { "event_id": "evt_2026_3639", "school_id": "california_polytechnic_state_university_san_luis_obispo", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 438, "column": "VANDAL_SEX24", "column_letter": "NV", "cell": "NV438", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 438 > column VANDAL_SEX24 > cell NV438" }, "provenance_status": "matched", "code_tag": "vandal-sex24", "expected_column": "VANDAL_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 NV438 in Residencehallhate222324.xlsx, sheet1 row 438, column VANDAL_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 california_polytechnic_state_university_san_luis_obispo.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2024.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 438 > column VANDAL_SEX24 > cell NV438. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3639/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3639", "challenge_url": "/challenge/?record=evt_2026_3639" }, { "event_id": "evt_2026_3642", "school_id": "manhattanville_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4286, "column": "INTIM_SEX22", "column_letter": "DU", "cell": "DU4286", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4286 > column INTIM_SEX22 > cell DU4286" }, "provenance_status": "matched", "code_tag": "intim-sex22", "expected_column": "INTIM_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 DU4286 in Residencehallhate222324.xlsx, sheet1 row 4286, column INTIM_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 manhattanville_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4286 > column INTIM_SEX22 > cell DU4286. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3642/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3642", "challenge_url": "/challenge/?record=evt_2026_3642" }, { "event_id": "evt_2026_3647", "school_id": "tufts_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 3068, "column": "INTIM_GID23", "column_letter": "IS", "cell": "IS3068", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 3068 > column INTIM_GID23 > cell IS3068" }, "provenance_status": "matched", "code_tag": "intim-gid23", "expected_column": "INTIM_GID23", "expected_count": 1, "source_year": "2023", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell IS3068 in Residencehallhate222324.xlsx, sheet1 row 3068, column INTIM_GID23.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id tufts_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 INTIM_GID23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3068 > column INTIM_GID23 > cell IS3068. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3647/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3647", "challenge_url": "/challenge/?record=evt_2026_3647" }, { "event_id": "evt_2026_3649", "school_id": "willamette_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5286, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED5286", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_SEX22 > cell ED5286" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED5286 in Residencehallhate222324.xlsx, sheet1 row 5286, column VANDAL_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 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 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_SEX22 > cell ED5286. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3649/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3649", "challenge_url": "/challenge/?record=evt_2026_3649" }, { "event_id": "evt_2026_3650", "school_id": "susquehanna_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5561, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED5561", "cell_value": "2", "locator": "Residencehallhate222324.xlsx > sheet1 row 5561 > column VANDAL_SEX22 > cell ED5561" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_SEX22", "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 ED5561 in Residencehallhate222324.xlsx, sheet1 row 5561, column VANDAL_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 susquehanna_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5561 > column VANDAL_SEX22 > cell ED5561. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3650/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3650", "challenge_url": "/challenge/?record=evt_2026_3650" }, { "event_id": "evt_2026_3658", "school_id": "gettysburg_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5382, "column": "VANDAL_GID22", "column_letter": "EF", "cell": "EF5382", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5382 > column VANDAL_GID22 > cell EF5382" }, "provenance_status": "matched", "code_tag": "vandal-gid22", "expected_column": "VANDAL_GID22", "expected_count": 1, "source_year": "2022", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell EF5382 in Residencehallhate222324.xlsx, sheet1 row 5382, column VANDAL_GID22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id gettysburg_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 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 VANDAL_GID22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5382 > column VANDAL_GID22 > cell EF5382. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3658/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3658", "challenge_url": "/challenge/?record=evt_2026_3658" }, { "event_id": "evt_2026_3660", "school_id": "amherst_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 2899, "column": "VANDAL_SEX23", "column_letter": "IZ", "cell": "IZ2899", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 2899 > column VANDAL_SEX23 > cell IZ2899" }, "provenance_status": "matched", "code_tag": "vandal-sex23", "expected_column": "VANDAL_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 IZ2899 in Residencehallhate222324.xlsx, sheet1 row 2899, column VANDAL_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 amherst_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_SEX23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2899 > column VANDAL_SEX23 > cell IZ2899. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3660/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3660", "challenge_url": "/challenge/?record=evt_2026_3660" }, { "event_id": "evt_2026_3662", "school_id": "marywood_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5444, "column": "INTIM_DIS22", "column_letter": "DX", "cell": "DX5444", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5444 > column INTIM_DIS22 > cell DX5444" }, "provenance_status": "matched", "code_tag": "intim-dis22", "expected_column": "INTIM_DIS22", "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 DX5444 in Residencehallhate222324.xlsx, sheet1 row 5444, column INTIM_DIS22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id marywood_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 Students with disabilities.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "pass", "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.", "required_action": "No deterministic action required for this reviewed gate." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_DIS22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-dis22 maps directly to Students with disabilities; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5444 > column INTIM_DIS22 > cell DX5444. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3662/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3662", "challenge_url": "/challenge/?record=evt_2026_3662" }, { "event_id": "evt_2026_3664", "school_id": "tufts_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 3068, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ3068", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 3068 > column INTIM_SEX23 > cell IQ3068" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ3068 in Residencehallhate222324.xlsx, sheet1 row 3068, column INTIM_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 tufts_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3068 > column INTIM_SEX23 > cell IQ3068. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3664/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3664", "challenge_url": "/challenge/?record=evt_2026_3664" }, { "event_id": "evt_2026_3667", "school_id": "california_polytechnic_state_university_san_luis_obispo", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 438, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ438", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 438 > column INTIM_SEX23 > cell IQ438" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ438 in Residencehallhate222324.xlsx, sheet1 row 438, column INTIM_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 california_polytechnic_state_university_san_luis_obispo.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 438 > column INTIM_SEX23 > cell IQ438. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3667/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3667", "challenge_url": "/challenge/?record=evt_2026_3667" }, { "event_id": "evt_2026_3669", "school_id": "suny_college_of_technology_at_delhi", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4432, "column": "VANDAL_SEX24", "column_letter": "NV", "cell": "NV4432", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_SEX24 > cell NV4432" }, "provenance_status": "matched", "code_tag": "vandal-sex24", "expected_column": "VANDAL_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 NV4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column VANDAL_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 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 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 VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_SEX24 > cell NV4432. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3669/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3669", "challenge_url": "/challenge/?record=evt_2026_3669" }, { "event_id": "evt_2026_3672", "school_id": "bentley_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 2910, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED2910", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 2910 > column VANDAL_SEX22 > cell ED2910" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED2910 in Residencehallhate222324.xlsx, sheet1 row 2910, column VANDAL_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 bentley_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2910 > column VANDAL_SEX22 > cell ED2910. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3672/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3672", "challenge_url": "/challenge/?record=evt_2026_3672" }, { "event_id": "evt_2026_3675", "school_id": "menlo_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 678, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ678", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 678 > column INTIM_SEX23 > cell IQ678" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ678 in Residencehallhate222324.xlsx, sheet1 row 678, column INTIM_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 menlo_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 678 > column INTIM_SEX23 > cell IQ678. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3675/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3675", "challenge_url": "/challenge/?record=evt_2026_3675" }, { "event_id": "evt_2026_3680", "school_id": "bridgewater_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 2927, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED2927", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_SEX22 > cell ED2927" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED2927 in Residencehallhate222324.xlsx, sheet1 row 2927, column VANDAL_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 bridgewater_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_SEX22 > cell ED2927. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3680/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3680", "challenge_url": "/challenge/?record=evt_2026_3680" }, { "event_id": "evt_2026_3683", "school_id": "university_of_california_santa_cruz", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 484, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED484", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 484 > column VANDAL_SEX22 > cell ED484" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED484 in Residencehallhate222324.xlsx, sheet1 row 484, column VANDAL_SEX22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_cruz.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 484 > column VANDAL_SEX22 > cell ED484. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3683/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3683", "challenge_url": "/challenge/?record=evt_2026_3683" }, { "event_id": "evt_2026_3686", "school_id": "university_of_california_santa_barbara", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 483, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ483", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 483 > column INTIM_SEX23 > cell IQ483" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ483 in Residencehallhate222324.xlsx, sheet1 row 483, column INTIM_SEX23.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 483 > column INTIM_SEX23 > cell IQ483. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3686/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3686", "challenge_url": "/challenge/?record=evt_2026_3686" }, { "event_id": "evt_2026_3690", "school_id": "suny_at_fredonia", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4449, "column": "INTIM_GID24", "column_letter": "NO", "cell": "NO4449", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4449 > column INTIM_GID24 > cell NO4449" }, "provenance_status": "matched", "code_tag": "intim-gid24", "expected_column": "INTIM_GID24", "expected_count": 1, "source_year": "2024", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell NO4449 in Residencehallhate222324.xlsx, sheet1 row 4449, column INTIM_GID24.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id suny_at_fredonia.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 INTIM_GID24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid24 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4449 > column INTIM_GID24 > cell NO4449. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3690/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3690", "challenge_url": "/challenge/?record=evt_2026_3690" }, { "event_id": "evt_2026_3692", "school_id": "menlo_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 678, "column": "VANDAL_GID22", "column_letter": "EF", "cell": "EF678", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 678 > column VANDAL_GID22 > cell EF678" }, "provenance_status": "matched", "code_tag": "vandal-gid22", "expected_column": "VANDAL_GID22", "expected_count": 1, "source_year": "2022", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell EF678 in Residencehallhate222324.xlsx, sheet1 row 678, column VANDAL_GID22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id menlo_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_GID22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 678 > column VANDAL_GID22 > cell EF678. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3692/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3692", "challenge_url": "/challenge/?record=evt_2026_3692" }, { "event_id": "evt_2026_3696", "school_id": "state_university_of_new_york_at_plattsburgh", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4462, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ4462", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4462 > column INTIM_SEX23 > cell IQ4462" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ4462 in Residencehallhate222324.xlsx, sheet1 row 4462, column INTIM_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 state_university_of_new_york_at_plattsburgh.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4462 > column INTIM_SEX23 > cell IQ4462. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3696/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3696", "challenge_url": "/challenge/?record=evt_2026_3696" }, { "event_id": "evt_2026_3704", "school_id": "stanford_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 7231, "column": "LAR_T_SEX23", "column_letter": "IH", "cell": "IH7231", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_SEX23 > cell IH7231" }, "provenance_status": "matched", "code_tag": "lar-t-sex23", "expected_column": "LAR_T_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 IH7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column LAR_T_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 stanford_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 LAR_T_SEX23 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-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_SEX23 > cell IH7231. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3704/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3704", "challenge_url": "/challenge/?record=evt_2026_3704" }, { "event_id": "evt_2026_3709", "school_id": "marywood_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5444, "column": "VANDAL_DIS22", "column_letter": "EG", "cell": "EG5444", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5444 > column VANDAL_DIS22 > cell EG5444" }, "provenance_status": "matched", "code_tag": "vandal-dis22", "expected_column": "VANDAL_DIS22", "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 EG5444 in Residencehallhate222324.xlsx, sheet1 row 5444, column VANDAL_DIS22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id marywood_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 Students with disabilities.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "pass", "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.", "required_action": "No deterministic action required for this reviewed gate." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_DIS22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-dis22 maps directly to Students with disabilities; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5444 > column VANDAL_DIS22 > cell EG5444. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3709/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3709", "challenge_url": "/challenge/?record=evt_2026_3709" }, { "event_id": "evt_2026_3718", "school_id": "keuka_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4270, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED4270", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4270 > column VANDAL_SEX22 > cell ED4270" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED4270 in Residencehallhate222324.xlsx, sheet1 row 4270, column VANDAL_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 keuka_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4270 > column VANDAL_SEX22 > cell ED4270. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3718/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3718", "challenge_url": "/challenge/?record=evt_2026_3718" }, { "event_id": "evt_2026_3722", "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 4433, "column": "VANDAL_SEX23", "column_letter": "IZ", "cell": "IZ4433", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_SEX23 > cell IZ4433" }, "provenance_status": "matched", "code_tag": "vandal-sex23", "expected_column": "VANDAL_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 IZ4433 in Residencehallhate222324.xlsx, sheet1 row 4433, column VANDAL_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 suny_college_of_agriculture_and_technology_at_cobleskill.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 VANDAL_SEX23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_SEX23 > cell IZ4433. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3722/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3722", "challenge_url": "/challenge/?record=evt_2026_3722" }, { "event_id": "evt_2026_3725", "school_id": "west_chester_university_of_pennsylvania", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5592, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ5592", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5592 > column INTIM_SEX23 > cell IQ5592" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ5592 in Residencehallhate222324.xlsx, sheet1 row 5592, column INTIM_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 west_chester_university_of_pennsylvania.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2023.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5592 > column INTIM_SEX23 > cell IQ5592. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3725/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3725", "challenge_url": "/challenge/?record=evt_2026_3725" }, { "event_id": "evt_2026_3730", "school_id": "temple_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5565, "column": "VANDAL_SEX23", "column_letter": "IZ", "cell": "IZ5565", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_SEX23 > cell IZ5565" }, "provenance_status": "matched", "code_tag": "vandal-sex23", "expected_column": "VANDAL_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 IZ5565 in Residencehallhate222324.xlsx, sheet1 row 5565, column VANDAL_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 temple_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 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 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 VANDAL_SEX23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_SEX23 > cell IZ5565. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3730/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3730", "challenge_url": "/challenge/?record=evt_2026_3730" }, { "event_id": "evt_2026_3731", "school_id": "susquehanna_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5561, "column": "RAPE_SEX22", "column_letter": "Z", "cell": "Z5561", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5561 > column RAPE_SEX22 > cell Z5561" }, "provenance_status": "matched", "code_tag": "rape-sex22", "expected_column": "RAPE_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 Z5561 in Residencehallhate222324.xlsx, sheet1 row 5561, column RAPE_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 susquehanna_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Rape maps to the stored category Other source-backed civil rights event.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label 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 RAPE_SEX22 is for Rape; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in rape-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5561 > column RAPE_SEX22 > cell Z5561. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3731/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3731", "challenge_url": "/challenge/?record=evt_2026_3731" }, { "event_id": "evt_2026_3734", "school_id": "pennsylvania_state_university_penn_state_berks", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5480, "column": "INTIM_SEX23", "column_letter": "IQ", "cell": "IQ5480", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_SEX23 > cell IQ5480" }, "provenance_status": "matched", "code_tag": "intim-sex23", "expected_column": "INTIM_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 IQ5480 in Residencehallhate222324.xlsx, sheet1 row 5480, column INTIM_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 pennsylvania_state_university_penn_state_berks.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_SEX23 > cell IQ5480. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3734/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3734", "challenge_url": "/challenge/?record=evt_2026_3734" }, { "event_id": "evt_2026_3735", "school_id": "susquehanna_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5561, "column": "VANDAL_GID22", "column_letter": "EF", "cell": "EF5561", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5561 > column VANDAL_GID22 > cell EF5561" }, "provenance_status": "matched", "code_tag": "vandal-gid22", "expected_column": "VANDAL_GID22", "expected_count": 1, "source_year": "2022", "open_gates": [], "gate_reviews": { "source_availability": { "status": "pass", "detail": "The event retains linked ED dataset source ids for source availability review.", "required_action": "No deterministic action required for this reviewed gate." }, "source_locator_specificity": { "status": "pass", "detail": "Matched official ED workbook cell EF5561 in Residencehallhate222324.xlsx, sheet1 row 5561, column VANDAL_GID22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id susquehanna_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the 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 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 VANDAL_GID22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5561 > column VANDAL_GID22 > cell EF5561. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3735/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3735", "challenge_url": "/challenge/?record=evt_2026_3735" }, { "event_id": "evt_2026_3741", "school_id": "pennsylvania_state_university_main_campus", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "certified", "certification_basis": "ed_certification_batch_016_internal_source_to_record_review", "not_certified_reason": null, "blocked_reason": null, "source_locator": { "locator_type": "workbook_cell", "workbook": "Residencehallhate222324.xlsx", "sheet": "sheet1", "row": 5486, "column": "VANDAL_SEX22", "column_letter": "ED", "cell": "ED5486", "cell_value": "1", "locator": "Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_SEX22 > cell ED5486" }, "provenance_status": "matched", "code_tag": "vandal-sex22", "expected_column": "VANDAL_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 ED5486 in Residencehallhate222324.xlsx, sheet1 row 5486, column VANDAL_SEX22.", "required_action": "No deterministic action required for this reviewed gate." }, "institution_support": { "status": "pass", "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2022.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic 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 VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_SEX22 > cell ED5486. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.", "event_url": "/events/evt_2026_3741/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3741", "challenge_url": "/challenge/?record=evt_2026_3741" }, { "event_id": "evt_2026_3753", "school_id": "morningside_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 morningside_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3753/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3753", "challenge_url": "/challenge/?record=evt_2026_3753" }, { "event_id": "evt_2026_3758", "school_id": "centenary_college_of_louisiana", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 centenary_college_of_louisiana.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3758/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3758", "challenge_url": "/challenge/?record=evt_2026_3758" }, { "event_id": "evt_2026_3763", "school_id": "mayo_clinic_college_of_medicine_and_science", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 mayo_clinic_college_of_medicine_and_science.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3763/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3763", "challenge_url": "/challenge/?record=evt_2026_3763" }, { "event_id": "evt_2026_3766", "school_id": "appalachian_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3766/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3766", "challenge_url": "/challenge/?record=evt_2026_3766" }, { "event_id": "evt_2026_3773", "school_id": "keuka_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 3, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 keuka_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3773/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3773", "challenge_url": "/challenge/?record=evt_2026_3773" }, { "event_id": "evt_2026_3778", "school_id": "inter_american_university_of_puerto_rico_san_german", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-dis21", "expected_column": "INTIM_DIS21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 inter_american_university_of_puerto_rico_san_german.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label Students with disabilities.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as 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_DIS21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-dis21 maps directly to Students with disabilities; 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_3778/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3778", "challenge_url": "/challenge/?record=evt_2026_3778" }, { "event_id": "evt_2026_3786", "school_id": "saint_michael_s_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 saint_michael_s_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3786/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3786", "challenge_url": "/challenge/?record=evt_2026_3786" }, { "event_id": "evt_2026_3789", "school_id": "bethany_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 bethany_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3789/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3789", "challenge_url": "/challenge/?record=evt_2026_3789" }, { "event_id": "evt_2026_3790", "school_id": "university_of_alaska_fairbanks", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_alaska_fairbanks.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3790/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3790", "challenge_url": "/challenge/?record=evt_2026_3790" }, { "event_id": "evt_2026_3799", "school_id": "eastern_florida_state_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 eastern_florida_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3799/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3799", "challenge_url": "/challenge/?record=evt_2026_3799" }, { "event_id": "evt_2026_3802", "school_id": "idaho_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 idaho_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3802/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3802", "challenge_url": "/challenge/?record=evt_2026_3802" }, { "event_id": "evt_2026_3813", "school_id": "montana_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 montana_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3813/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3813", "challenge_url": "/challenge/?record=evt_2026_3813" }, { "event_id": "evt_2026_3816", "school_id": "nebraska_wesleyan_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-gid21", "expected_column": "INTIM_GID21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 nebraska_wesleyan_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_GID21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3816/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3816", "challenge_url": "/challenge/?record=evt_2026_3816" }, { "event_id": "evt_2026_3827", "school_id": "east_tennessee_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3827/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3827", "challenge_url": "/challenge/?record=evt_2026_3827" }, { "event_id": "evt_2026_3832", "school_id": "central_washington_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3832/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3832", "challenge_url": "/challenge/?record=evt_2026_3832" }, { "event_id": "evt_2026_3834", "school_id": "university_of_alabama_in_huntsville", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3834/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3834", "challenge_url": "/challenge/?record=evt_2026_3834" }, { "event_id": "evt_2026_3841", "school_id": "university_of_delaware", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_delaware.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3841/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3841", "challenge_url": "/challenge/?record=evt_2026_3841" }, { "event_id": "evt_2026_3843", "school_id": "university_of_georgia", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3843/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3843", "challenge_url": "/challenge/?record=evt_2026_3843" }, { "event_id": "evt_2026_3845", "school_id": "boise_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 boise_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3845/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3845", "challenge_url": "/challenge/?record=evt_2026_3845" }, { "event_id": "evt_2026_3851", "school_id": "st_mary_s_college_of_maryland", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-gid21", "expected_column": "VANDAL_GID21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 st_mary_s_college_of_maryland.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_GID21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3851/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3851", "challenge_url": "/challenge/?record=evt_2026_3851" }, { "event_id": "evt_2026_3855", "school_id": "northwest_missouri_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 northwest_missouri_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3855/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3855", "challenge_url": "/challenge/?record=evt_2026_3855" }, { "event_id": "evt_2026_3871", "school_id": "william_and_mary", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 william_and_mary.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3871/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3871", "challenge_url": "/challenge/?record=evt_2026_3871" }, { "event_id": "evt_2026_3872", "school_id": "middlebury_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-gid21", "expected_column": "INTIM_GID21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 middlebury_college.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_GID21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3872/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3872", "challenge_url": "/challenge/?record=evt_2026_3872" }, { "event_id": "evt_2026_3873", "school_id": "clark_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 clark_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3873/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3873", "challenge_url": "/challenge/?record=evt_2026_3873" }, { "event_id": "evt_2026_3876", "school_id": "yavapai_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-dis21", "expected_column": "INTIM_DIS21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label Students with disabilities.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as 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_DIS21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-dis21 maps directly to Students with disabilities; 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_3876/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3876", "challenge_url": "/challenge/?record=evt_2026_3876" }, { "event_id": "evt_2026_3884", "school_id": "boise_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 boise_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3884/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3884", "challenge_url": "/challenge/?record=evt_2026_3884" }, { "event_id": "evt_2026_3895", "school_id": "university_of_nebraska_at_omaha", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3895/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3895", "challenge_url": "/challenge/?record=evt_2026_3895" }, { "event_id": "evt_2026_3897", "school_id": "montclair_state_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 montclair_state_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3897/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3897", "challenge_url": "/challenge/?record=evt_2026_3897" }, { "event_id": "evt_2026_3902", "school_id": "pennsylvania_state_university_penn_state_beaver", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 pennsylvania_state_university_penn_state_beaver.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3902/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3902", "challenge_url": "/challenge/?record=evt_2026_3902" }, { "event_id": "evt_2026_3910", "school_id": "everett_community_college", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-gid21", "expected_column": "INTIM_GID21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 everett_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_GID21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3910/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3910", "challenge_url": "/challenge/?record=evt_2026_3910" }, { "event_id": "evt_2026_3915", "school_id": "university_of_denver", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_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 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3915/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3915", "challenge_url": "/challenge/?record=evt_2026_3915" }, { "event_id": "evt_2026_3916", "school_id": "university_of_hartford", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "intim-sex21", "expected_column": "INTIM_SEX21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_hartford.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Intimidation maps to the stored category Harassment or threat.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code INTIM_SEX21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3916/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3916", "challenge_url": "/challenge/?record=evt_2026_3916" }, { "event_id": "evt_2026_3920", "school_id": "morningside_university", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-gid21", "expected_column": "VANDAL_GID21", "expected_count": 1, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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 morningside_university.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_GID21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3920/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3920", "challenge_url": "/challenge/?record=evt_2026_3920" }, { "event_id": "evt_2026_3923", "school_id": "university_of_kansas", "source_family": "ed_campus_safety_dataset", "review_batch_id": "ed_certification_batch_016", "certification_standard_version": "certification_rules_v1", "certification_status": "blocked", "certification_basis": null, "not_certified_reason": null, "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.", "source_locator": null, "provenance_status": "unmatched", "code_tag": "vandal-sex21", "expected_column": "VANDAL_SEX21", "expected_count": 2, "source_year": "2021", "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": "Official ED package was not available locally for this source/workbook.", "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_kansas.", "required_action": "No deterministic action required for this reviewed gate." }, "date_precision_support": { "status": "pass", "detail": "The record keeps year precision visible and the ED source-cell year is 2021.", "required_action": "No deterministic action required for this reviewed gate." }, "category_fit": { "status": "pass", "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.", "required_action": "No deterministic action required for this reviewed gate." }, "affected_label_boundary": { "status": "pass", "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.", "required_action": "No deterministic action required for this reviewed gate." }, "response_depth_classification": { "status": "pass", "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.", "required_action": "No deterministic action required for this reviewed gate." }, "rationale_specificity": { "status": "review", "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.", "required_action": "Keep not certified until source-specific rationales can be supplied." }, "overclaim_risk": { "status": "pass", "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.", "required_action": "No deterministic action required for this reviewed gate." } }, "source_specific_rationales": { "classification_rationale": "The ED source-cell code VANDAL_SEX21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.", "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex21 maps directly to LGBTQ+; no broader affected label is inferred.", "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding." }, "next_action": "Repair the blocker gate before this record can be certified.", "event_url": "/events/evt_2026_3923/", "workspace_url": "/research-workspace/?record_ids=evt_2026_3923", "challenge_url": "/challenge/?record=evt_2026_3923" } ] }