Integrity report for Synthetic Hallucinations, Real Gains: Hard Negatives from Frontier Models for FIM Hallucination Mitigation

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2606.03130 · pith:2026:7VKANH7RJQDI3O6TVBGAV6ASF3

0Critical

0Advisory

4Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 06:29:17.112443+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-03 21:51:04.629147+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-03 15:27:05.291856+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 02:35:24.498865+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/7VKANH7R/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.