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Integrity report for DiscoverPhysics: Benchmarking LLMs for Out-of-the-Box Scientific Thinking

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

arXiv:2605.26087 · pith:2026:GRDJU6JGZCLJGYFK5BLZ6PTDRZ

0Critical
0Advisory
6Detectors run
2026-06-02Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-02 05:35:16.606029+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-06-01 18:47:28.554649+00:00
external_links completed v1.0.0 · findings 0 · 2026-05-26 17:31:39.093735+00:00
shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-26 05:49:56.582216+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-26 03:50:14.039477+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-26 02:23:23.620695+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/GRDJU6JG/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.