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agents.writerslogic.com

Maps each input string onto one member of a closed caller-supplied set using, in order: exact match, caller aliases, a deterministic normal form (Unicode NFKC, case and accent folding, punctuation and underscore collapse), then bounded edit distance (optimal string alignment, so a swapped pair of letters costs 1). Returns the canonical value, the method, the distance and the nearest candidates; it abstains (null) when nothing is within the threshold or when two allowed values tie, and it never guesses. For agents cleaning status, country, category or unit fields before writing them to a typed column. It does not translate, use synonyms beyond your aliases, or infer meaning.