Matching records whose descriptions or references differ in spelling, abbreviation or formatting but denote the same counterparty or event, where exact-match rules fail.
Edit-distance string similarity, or sentence embeddings, combined with amount and date deltas in a lightweight classifier producing a confidence score
RapidFuzz; Sentence-Transformers (all-MiniLM-L6-v2); Splink; Dedupe.io