News event clustering is the process of grouping news articles, updates, documents, and other signals that describe the same real-world event or developing story. Unlike broad topic clustering, which may group everything about “elections” or “technology,” event clustering tries to identify the specific thing that happened, connect related coverage, track how it develops, reduce duplicate work, and help publishers understand the full story before deciding what to publish next.