Integrity report for From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

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

arXiv:2605.15104 · pith:2026:7IK6ILWQAPXKMPENTXFUTGBANA

0Critical

0Advisory

8Detectors run

2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 16:22:30.444540+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 09:01:47.023862+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 09:01:39.727949+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 14:42:05.184890+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-19 11:35:00.418242+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-19 09:50:18.008498+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-19 07:49:53.750022+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-19 05:34:36.716649+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/7IK6ILWQ/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.