Stage-Audit: Auditable Source-Frontier Discovery for Cross-Wiki Tables

In three linesStage-Audit detects hallucinations in LLM-curated tables by enforcing curator-auditor separation and row-level source verification. On 51 Seed2Frontier instances, precision improves from 0.356 to 0.505 (+42%) and F1 from 0.334 to 0.451 (+35%), with explicit per-row source traceability.

Summary generated by Claude — human-verified