The tool applies explicit field rules: trimming selected text, normalizing email domains while preserving local-part case, and converting supported timestamps to UTC. String IDs remain exact, including whitespace; a warning highlights IDs that need manual review. Records are matched by kind and exact ID, with the first valid record retained. Identical normalized duplicates are separated, and conflicting or invalid records are quarantined.