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

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 23:22:16.242755+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 10:31:23.360037+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-20 10:22:32.421934+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 23:33:35.257958+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/LEGCNI67EXEGJOUTLSJ2MTUKAI/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.