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Integrity report for LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots

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

arXiv:2605.16474 · pith:2026:PDZIM2VJNR2HFKP5EVFKSXYSSB

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 19:38:38.776426+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-24 22:32:38.346882+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-24 03:22:55.816489+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-23 04:29:26.191076+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 20:22:34.983649+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/PDZIM2VJ/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.