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Integrity report for TriForces: Augmenting Atomistic GNNs for Transferable Representations

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

arXiv:2605.20581 · pith:2026:ZI4IHMLRORCZ6XJR3ZEQFD4EIH

0Critical
0Advisory
6Detectors run
2026-05-23Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-23 07:32:07.716030+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-23 07:24:07.549168+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-23 05:03:02.341196+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-21 23:50:15.879217+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 16:23:03.438340+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-21 02:33:38.671586+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/ZI4IHMLR/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.