{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "Atlas Commons — Corrections & Known Issues Ledger",
  "description": "What Atlas Commons knows is wrong or limited about its own data: data withheld rather than shipped wrong, errors fixed, named limits, and pending fixes. Check before treating any figure as authoritative. All 25 published gold datasets have been run through a reconciliation audit (part-vs-whole, bounds, source-id, anomaly + targeted-invariant checks): it found 2 silent corruptions (both fixed below) and 0 outstanding. CC0.",
  "url": "https://atlas-commons-vibe.ryanjhunter.workers.dev/corrections",
  "license": "https://creativecommons.org/publicdomain/zero/1.0/",
  "issues": [
    {"status": "known-limit", "atlas": "Benefits", "dataset": "benefits_gold.plan_serving_surface", "summary": "Initial 50,000-filing SAMPLE, not the full ~800K-filing DOL Form 5500 series. Labeled as a sample wherever shown, never treated as a census; full ingest queued. An employer's absence means 'not in the sample'."},
    {"status": "fixed", "atlas": "Justice", "dataset": "justice_gold.federal_civil_caseload_stats", "summary": "Case-mix was corrupt: the AOUSC C-3 workbook has 36 columns (merged headers, spacer, prisoner sub-columns) but the parser assumed 27, so a positional misread put the private all-civil total ($221,592) into the intellectual-property row (real federal IP ~12,500/yr). Fixed: decoded the real 36-col layout, reconciliation-verified (party total = sum of categories per district), + a reconciliation guard. Now PUBLISHED at /justice/jurisdictions; IP reads 12,500."},
    {"status": "fixed", "atlas": "Care", "dataset": "care_gold.physician_payments_surface", "summary": "Headline total came from the CMS by-nature report (general payments only) while companies summed the by-company report across ALL payment types -> research/ownership inflated companies above the total. Fixed: general / research / ownership kept DISTINCT (general = influence signal + reconciling companies; research + ownership separate labeled figures; a $91M ownership stake no longer reads as a payment). 979,136/979,136 rows reconcile."},
    {"status": "fixed", "atlas": "Property", "dataset": "/property/states/<state>.jsonld", "summary": "The structured data advertised a FIO/NAIC insurance non-renewal rate that does not exist in our data (source gold empty). Struck rather than fabricated."},
    {"status": "fixed", "atlas": "Property", "dataset": "state hazard cross-state rank", "summary": "Cross-state storm-death comparison was a raw total (size-confounded). Added population-normalized deaths-per-million + rank; labeled the raw count. TX is #1 raw but #5 per-capita."},
    {"status": "known-limit", "atlas": "Coverage", "dataset": "ACA premiums", "summary": "Sticker prices before income-based tax credits; most enrollees pay less. Net cost not computed (2026 subsidy rules unsettled). Scope = 30 FFM states; state-based-exchange states labeled, never $0."},
    {"status": "known-limit", "atlas": "Property", "dataset": "property_gold.hazard_event_records", "summary": "Single recorded year (2025), not a multi-year trend; one severe event can swing a per-capita rank. Read as direction, not a precise standing."},
    {"status": "known-limit", "atlas": "Compliance", "dataset": "compliance_gold.entity_registry", "summary": "The full GLEIF register (~3.35M legal entities), one row per LEI. Registration status + structure only (ISSUED/LAPSED, jurisdiction, name) — a point-in-time public record, never a conduct/solvency verdict. Absence means no LEI on file."},
    {"status": "known-limit", "atlas": "Singulariki", "dataset": "BLS OEWS wages", "summary": "OEWS lags ~12 months and suppresses small-population cells; a missing wage means suppressed, not zero. Anthropic Economic Index is non-government, labeled where used; BLS/O*NET are the authoritative spine."},
    {"status": "known-limit", "atlas": "Finance", "dataset": "/finance/corporations", "summary": "Cross-registry corporation match is a name heuristic (DERIVED), superseded by hard-code joins; a lead, not proof."},
    {"status": "pending", "atlas": "Finance", "dataset": "/finance/lenders/<cert> (inactive)", "summary": "Closed/merged FDIC institution pages lack closure date and successor (gold lacks FDIC CHANGEC/successor fields). Page routes to FDIC BankFind; successor re-ingest queued."},
    {"status": "pending", "atlas": "Coverage", "dataset": "ACA premiums localization & net cost", "summary": "Per-rating-area/county localization (needs CMS rating-area->county file) and subsidy-adjusted net cost (SLCSP, gated on 2026 law) are queued."}
  ]
}