Deduplicate a list of names or addresses into clusters of likely duplicates. Blocks by similarity key then confirms pair

Deduplicate a list of names or addresses into clusters of likely duplicates. Blocks by similarity key then confirms pairwise inside each block, returning clusters with a canonical representative plus a summary of input, cluster and duplicate counts. Similarity indicators, not authoritative identity resolution.