Integrity report for CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning

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

arXiv:2605.28742 · pith:2026:D5TMFWZYH25S2AEPQMCWOPP4XR

0Critical

0Advisory

6Detectors run

2026-05-31Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-31 03:26:35.112432+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-28 17:31:51.712693+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-28 09:50:00.201481+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-28 03:50:24.349709+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-28 03:23:50.618753+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-28 02:34:18.925352+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/D5TMFWZYH25S2AEPQMCWOPP4XR/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.