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UniBioMap (Unified Biomedical knowledge Map) is an AI-ready biomedical knowledge graph integrating over 30 heterogeneous resources through robust identifier normalization, covering 6 key entity types with 21 million curated relations across 38 fine-grained types. A confident learning framework assigns reliability scores and predicts 34 million high-confidence triples, establishing a foundational resource for target identification and machine learning-based biomedical discovery.
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