Graph Clustering for Entity Resolution: Why Union-Find Breaks at Web Scale
Introduction: When engineers first encounter entity resolution, the problem looks deceptively simple: compare records, score likely matches, connect the ones above a threshold, cluster the graph. That mental model works for a whiteboard interview. It does not survive production. Because once you move from a few thousand clean records to hundreds of millions of noisy … Read more