{"generated_at":"2026-07-19T16:03:42+00:00","dataset_revision":3058,"last_30_days_disclosed_changes":{"corrected":15,"removed":85,"merged":126,"reclassified":61,"enriched":11},"source_health":{"gdelt_historical":{"status":"ok","entries":53,"checked_at":"2026-07-19T07:48:31+00:00","detail":"window 2017-01-01"},"context_enrichment":{"status":"ok","entries":2,"checked_at":"2026-07-19T06:15:33+00:00","detail":"mode=challenger_priority page=1 checked=2 unsupported_or_unreadable=0 wayback_verified=0 alternate_source=0"},"edgar":{"status":"ok","entries":0,"checked_at":"2026-07-19T13:02:49+00:00","detail":""},"newsapi":{"status":"ok","entries":2,"checked_at":"2026-07-19T13:02:52+00:00","detail":""},"press_releases":{"status":"ok","entries":0,"checked_at":"2026-07-19T13:03:25+00:00","detail":"5 reviewed company-owned\/exchange feed(s) configured"},"gdelt":{"status":"ok","entries":95,"checked_at":"2026-07-19T13:11:01+00:00","detail":""},"eurofound_erm":{"status":"ok","entries":7,"checked_at":"2026-07-19T14:25:38+00:00","detail":"7 source-linked ERM announcement event(s) imported"},"warn_us":{"status":"ok","entries":37116,"checked_at":"2026-07-19T14:44:09+00:00","detail":"all supported states: 37111 upserted from 37116 notices"},"edinet_jp":{"status":"ok","entries":0,"checked_at":"2026-07-19T13:11:04+00:00","detail":"discovery only: 0 official filing(s) listed for 2026-07-19; nothing ingested or classified"},"opendart_kr":{"status":"ok","entries":0,"checked_at":"2026-07-19T13:11:07+00:00","detail":"discovery only: 0 official filing(s) listed for 2026-07-19; nothing ingested or classified"},"cvm_br":{"status":"degraded","entries":0,"checked_at":"2026-07-19T13:11:10+00:00","detail":"discovery probe failed: CVM IPE index for the requested year is not published"}},"integrity":{"canonical_events":46521,"source_reports":48328,"canonical_events_with_linked_source_reports":46468,"canonical_events_without_linked_source_reports":53,"source_link_rule":"A cited source means at least one retained event-source report has a public URL. Events without a link remain a visible integrity gap; source-report volume alone is not treated as proof of complete citation coverage.","source_link_gap_samples":[{"id":70923,"event_id":77987,"company_name":"","layoff_date":"","source_name":"","source_url":""},{"id":104914,"event_id":77988,"company_name":"Noridian Healthcare Solutions","layoff_date":"2026-01-15","source_name":"ND WARN notice","source_url":""},{"id":104915,"event_id":77989,"company_name":"Transdev Services, Inc.","layoff_date":"2025-10-21","source_name":"ND WARN notice","source_url":""},{"id":104916,"event_id":77990,"company_name":"Hess Corporation","layoff_date":"2025-07-21","source_name":"ND WARN notice","source_url":""},{"id":104917,"event_id":77991,"company_name":"Accelerate360 Distribution","layoff_date":"2025-04-25","source_name":"ND WARN notice","source_url":""}],"hashable_source_reports":48328,"hashed_source_reports":48328,"source_report_hashes_remaining":0,"canonical_rows_total":45136,"canonical_rows_migrated":45136,"canonical_rows_remaining":0,"migration_complete":true,"metadata_completeness":{"rows_missing_industry":36672,"industry_rule":"Industry remains blank unless the source supports it or a reviewed, cited official entity mapping is available; structured WARN notices commonly omit it.","us_job_location_rows":37299,"us_rows_with_known_job_location_state":36584,"us_rows_missing_job_location_state":715,"state_rule":"US state is the affected-job location only. It remains blank for national or unspecified announcements; employer domicile and headquarters are never substituted."},"generated_at":"2026-07-19T16:03:42+00:00"},"workstreams":[{"id":"operational_monitoring","status":"active","scope":"Collector health, integrity and workflow failures"},{"id":"canonical_source_evidence","status":"complete","scope":"Canonical events retain all known source reports"},{"id":"durable_evidence_retention","status":"active","scope":"SHA-256 retained-excerpt hashes; bounded legacy backfill, not publisher-page archiving"},{"id":"challenger_reconciliation","status":"active","scope":"Public monthly strict US benchmark; source-evidenced announcement-date backfill continues"},{"id":"announcement_and_domicile_enrichment","status":"active","scope":"Daily exact-source-quote enrichment; legacy rows are never inferred"},{"id":"industry_and_job_location_metadata","status":"active","scope":"Public completeness telemetry identifies blank industry and affected-job-state fields; enrichment requires source evidence or a reviewed cited official entity mapping, never headquarters inference"},{"id":"country_recall_benchmarks","status":"active","scope":"Public country-period recall protocol and retained samples; no country completeness claim"},{"id":"high_impact_editorial_review","status":"active","scope":"Read-only queue for very large, AI-primary and multi-country events; editorial decisions remain manual"},{"id":"dataset_release_ledger","status":"active","scope":"Immutable release snapshots from this deployment forward; no invented legacy addition counts"},{"id":"company_directory","status":"active","scope":"Source-linked company pages that grow automatically: a weekly autopilot (autopilot-v1) admits companies at three or more source-linked canonical events with a clean identity, through the same server-side admission rules and two-event indexability threshold as manual review; indexable pages are sitemap-listed"},{"id":"quarterly_state_of_layoffs","status":"active","scope":"Server-generated immutable quarterly snapshots; the first report (2026-Q2) is published from a frozen snapshot with its data revision and coverage limits disclosed"},{"id":"warn_transparency_dataset","status":"in_progress","scope":"Separate evidence-linked timing\/adjudication research dataset; never included in layoff or AI totals"},{"id":"national_connectors_and_ir_feeds","status":"pending_permission","scope":"First five reviewed company-owned IR feeds admitted to the versioned registry on 2026-07-18; live collection state is reported by source health above. Official national connectors remain pending permitted interfaces"}]}