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citesure 0.1.95: 230/230 citation integrity bench for LLM-era papers

SybilGambleyyu released citesure 0.1.95, an open-source tool that checks citation integrity in LLM-era papers, achieving a 230/230 score on a citation integrity benchmark. The tool verifies bibliographic references against sources like arXiv and Open Library, and can fix errors in BibTeX files.

read1 min views1 publishedJul 22, 2026

citesure is an open-source gate for LLM-era bibliographies.

pip install "git+https://github.com/SybilGambleyyu/citesure.git[pdf]"
citesure warm-cache refs.bib
citesure check refs.bib --used-in paper.tex
citesure fix refs.bib --used-in paper.tex -o fixed.bib
citesure extract-claims paper.tex --bib fixed.bib --score

Manuscript-scoped checks (--used-in

) keep huge Overleaf libraries practical. Open Library covers books via ISBN. arXiv id lookups are disk-cached against rate limits.

Full write-up: https://sybilgambleyyu.github.io/blog/posts/citesure.html

Source: https://github.com/SybilGambleyyu/citesure

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