Integrity report for Beyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series Forecasting

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

arXiv:2605.19249 · pith:2026:IZSWDT4YGZRCGCWCJ5XX65KK7A

0Critical

0Advisory

6Detectors run

2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-27 05:36:52.584056+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 16:33:01.035276+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 10:43:47.566873+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 08:45:18.594655+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 23:51:07.516786+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 16:22:55.116272+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/IZSWDT4Y/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.