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Expands MRR with Mean Reciprocal Rank and a Wikipedia link where the metric becomes operational, matching the inline expansion treatment already given to NDCG. Drops the IR acronym in favor of the plainer "ranking metrics" phrasing. Strips the parenthetical subtitle from the Pitfalls heading and normalizes the intro to use "golden sets". Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>