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Integrity report for PrefBench: Evaluating Zero-Shot LLM Agents in Hidden-Preference Personalized Pricing Negotiations

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

arXiv:2605.22855 · pith:2026:72OE7BIUKPNSJKZ4KMGB6YM4MR

0Critical
1Advisory
5Detectors run
2026-06-01Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-06-01 00:42:08.158515+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-27 00:33:06.948138+00:00
doi_compliance completed v1.0.0 · findings 1 · 2026-05-26 00:26:52.064281+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 00:03:57.030110+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 00:23:12.680553+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/72OE7BIUKPNSJKZ4KMGB6YM4MR/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.