Data sources

Reference Verifier checks citations across multiple metadata sources

A single source often misses valid references. Reference Verifier tries multiple open sources and treats a strong match from any reliable source as evidence.

Primary lookup sources

DOI and publisher metadata

Crossref and DataCite are used for DOI-based citation records, journal articles, books, datasets, and other registered scholarly objects.

Scholarly search indexes

OpenAlex, CORE, OpenAIRE, Semantic Scholar, Europe PMC, and DBLP help find title-based matches when a DOI is missing or incomplete.

Special formats

arXiv, Open Library, Google Books, SAMR standards lookup, and patent lookup help cover preprints, books, standards, and patents.

Why multiple sources matter

Citation metadata is fragmented. Some papers are missing from one index but present in another; some records have partial authors or incomplete years; some Chinese standards and patents require different identifiers. Reference Verifier uses a multi-source strategy so one failed lookup does not end the check.