Integrity report for When Fireflies Cluster; Enhancing Automatic Clustering via Centroid-Guided Firefly Optimization

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

arXiv:2605.18460 · pith:2026:RNJ77EMJHP25PBQ3ESIUXHXGPO

0Critical

0Advisory

5Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 13:02:44.956658+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 12:43:48.749447+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 12:06:59.339180+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 23:24:41.729011+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 00:33:33.572861+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/RNJ77EMJHP25PBQ3ESIUXHXGPO/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.