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Short identifier — lowercase only, no spaces. Becomes the filename.
Name of the Excel tab containing the data.
Used as fuzzy-match hints. New staff are auto-discovered from data; this list is not enforced.
A representative xlsx — AI examines column names + sample values to propose mappings.