pith. sign in

Integrity report for Spectra as Language: Large Language Models for Scalable Stellar Parameter and Abundance Inference

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

arXiv:2605.22162 · pith:2026:QIRRYZT2XYC4IKZHQOAHRWPEJK

0Critical
0Advisory
10Detectors run
2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 13:52:22.100943+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 13:43:49.303153+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 13:32:43.644076+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 21:50:45.809360+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-05-24 05:50:18.738740+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-24 03:03:57.022018+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-24 03:02:25.083686+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-24 02:03:16.572096+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 12:22:42.874122+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-22 01:33:42.937226+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/QIRRYZT2/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.