Integrity report for Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR

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

arXiv:2605.20164 · pith:2026:BYDZGUXSSGS4LVGKSOBRIHEJTM

0Critical

10Advisory

8Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

external_links completed v1.0.0 · findings 5 · 2026-05-20 17:32:27.220582+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-20 05:50:00.790689+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 05:31:22.137082+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-20 05:08:42.242303+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-20 03:50:04.511739+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:24.956413+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 02:22:03.783487+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 02:21:59.774814+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.20164/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.