Merge lists even with typos and inconsistent names. Tune the similarity threshold, use a transform table, and audit results ...

We examined the performance of four families of large language models (LLMs) and a variety of common fuzzy matching algorithms in assessing the similarity of names and addresses in a sanctions ...