Integrity report for GESD: Beyond Outcome-Oriented Fairness

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

arXiv:2605.15295 · pith:2026:OKMTJRGFJ3DFEJELNJ76AE4JS7

0Critical

0Advisory

5Detectors run

2026-05-24Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-24 14:25:23.736833+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-22 17:01:59.951344+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 16:53:02.493621+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 15:22:29.686293+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 13:33:22.783854+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/OKMTJRGFJ3DFEJELNJ76AE4JS7/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.