Integrity report for Beyond Ideal Instruction: A Comprehensive Framework for Evaluating LLMs in Realistic Interactions

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

arXiv:2606.03318 · pith:2026:AHCVTNHJW7HFPFXJ7OZFWL54XQ

0Critical

0Advisory

5Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 21:09:34.074110+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-03 17:51:03.785997+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-03 12:26:57.051756+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-03 01:48:07.022808+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 01:35:24.471576+00:00

Findings

No public integrity findings for this paper.

Signed record

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