Integrity report for Firefly: Illuminating Large-Scale Verified Tool-Call Data Generation from Real APIs

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

arXiv:2605.17558 · pith:2026:77ABU4DH6AOOQG3MZ2K5VSA7MQ

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 22:32:49.660827+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-24 23:21:00.188207+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-24 22:43:36.764888+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-23 09:53:03.349020+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 21:33:23.603011+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/77ABU4DH/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.