pith. sign in

Integrity report for Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models

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

arXiv:2605.23145 · pith:2026:JBF6T2KTY5E5XB3CJDJMS42DAT

0Critical
0Advisory
6Detectors 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 05:44:02.518603+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-26 04:04:01.706973+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 04:02:52.984950+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 21:51:01.880563+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 14:53:20.630493+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 03:36:24.172434+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/JBF6T2KT/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.