Data disputesBeta

Public read-only log of conflicts the resolver flagged across the Civica source allowlist. Open disputes await human review; resolved disputes carry an outcome and methodology rationale; auto-resolved disputes were closed by the staleness cron after the resolver stopped emitting them. Reviewer identity is redacted on this surface.

These disputes are part of the reconciliation methodology under active revision. The resolver, source allowlist, and material-error thresholds may change in future methodology version bumps (currently v0.2-beta). See the full reconciliation methodology for context.

33 total disputes on record·Showing 3 of 3 (filtered)·Page 1 of 1

SortSeverityNewestOldest
StatusAllOpenResolvedAuto-resolved
SeverityAnyLowMidHighExtreme
KindAllMaterial errorEnvelope rejectGroup A overrideGroup C overrideRank demotedPublic correctionOther
GroupAnyABC
Fact-keyAnypublic_debt_pct_gdp (23)inflation_rate (6)population_total (3)gdp_per_capita_usd (1)
Source pairAnycia_factbook × imf_weo (29)cia_factbook × world_bank (3)cia_factbook × un_data (1)
AgeAny0-7d7-30d30-90d90d+
Marshall Islandspopulation_total· created May 4, 2026
1.20× thresholdMaterial errorGroup BAuto-resolvedauto_resolve_stale

Material-error rejection: 33000 from imf_weo differs from 82,011 (2024 est.) (cia_factbook) beyond the per-fact threshold.

A · cia_factbook
82,011 people
as of 2024-01-01
B · imf_weo
33,000 people
as of 2031-01-01
OutcomeAuto-resolved (stale)· May 5, 2026
Audit history
  • May 5, 2026, 07:30 PM · system_auto_resolve
    auto_resolve_stale: open → resolved_auto_stale
    resolver no longer emits this dispute under current methodology
Marshall Islandspopulation_total· created May 4, 2026
1.08× thresholdMaterial errorGroup BOpen

Material-error rejection: 37548 from un_data differs from 82,011 (2024 est.) (cia_factbook) beyond the per-fact threshold.

A · cia_factbook
82,011 people
as of 2024-01-01
B · un_data
37,548 people
as of 2024-01-01
Marshall Islandspopulation_total· created May 3, 2026
1.08× thresholdMaterial errorGroup BOpen

Material-error rejection: 37548 from world_bank differs from 82,011 (2024 est.) (cia_factbook) beyond the per-fact threshold.

A · cia_factbook
82,011 people
as of 2024-01-01
B · world_bank
37,548 people
as of 2024-01-01

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Civica. (2026). Civica Atlas Reconciled v0.2-beta — vintage 2026-Q1: Data disputes log. Civica Atlas. Retrieved May 7, 2026, from https://civicaatlas.org/factbook/methodology/reconciliation/disputes