Integrity report for When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions

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

arXiv:2605.22873 · pith:2026:PV5N7DNTF4VSCKI5FRLKSMSVJA

0Critical

0Advisory

4Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 07:03:44.603723+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 07:02:41.720797+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 06:20:42.842024+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 04:34:37.583248+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/PV5N7DNT/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.