Integrity report for Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs

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

arXiv:2605.21975 · pith:2026:DBRM676TJEILU6KO6MC2VYFVL4

0Critical

0Advisory

7Detectors run

2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-04 08:05:56.124021+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-06-03 11:03:12.057986+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-29 05:41:51.229586+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 16:04:30.964225+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 01:50:46.038389+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-24 17:50:43.135842+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 15:22:31.516557+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/DBRM676T/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.