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Integrity report for LLM Retrieval for Stable and Predictable Ad Recommendations

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

arXiv:2605.21969 · pith:2026:RIEFKFJ5CBDQWT4TJ27F32UWOT

0Critical
1Advisory
7Detectors run
2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 08:04:04.582420+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-26 05:04:48.804347+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 05:02:55.129872+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 01:50:51.013838+00:00
shingle_duplication completed v0.1.0 · findings 1 · 2026-05-24 21:49:58.030748+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 15:22:33.319135+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-22 02:33:39.706098+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/RIEFKFJ5/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.