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A structured representation of entities and their relationships—people, companies, products, concepts—stored as nodes and edges. AI agents use knowledge graphs to reason about connections: which contacts work at which companies, which products compete, or which legal clauses relate to each other. Richer than flat databases for relationship-heavy tasks.