Each row below is a spelling our DB uses (red) vs the spelling Dinamalar's archive
uses for the same place (green). "Apply" sweep-replaces the substring across every matching tamil_chosen,
logging each change to the audit trail.
High-confidence = team-entered Tamil candidate seen in archive. Low-confidence = edit-distance match, filtered to place-shaped tokens only.