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Integrity report for Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains

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

arXiv:2605.18261 · pith:2026:LEGCNI67EXEGJOUTLSJ2MTUKAI

0Critical
0Advisory
5Detectors run
2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-26 23:38:12.445018+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 13:32:45.223669+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 13:23:49.513861+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 11:07:28.993096+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 23:53:21.363815+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/LEGCNI67/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.