{ "entity_extraction": { "models": { "spacy": { "model_name": "en_core_web_trf", "confidence_threshold": 0.7 }, "huggingface": { "model_name": "allenai/scibert_scivocab_uncased", "confidence_threshold": 0.6 } }, "multi_modal": { "enabled": true, "strategies": [ "textual", "contextual", "semantic" ] } }, "relationship_mapping": { "confidence_scoring": { "base_weight": 0.5, "semantic_proximity_weight": 0.3, "type_compatibility_weight": 0.2 }, "max_relationship_distance": 3, "pruning_threshold": 0.4 }, "graph_construction": { "versioning": { "max_versions": 10, "auto_prune": true }, "visualization": { "enabled": true, "output_format": [ "networkx", "graphviz", "json" ] } }, "logging": { "level": "INFO", "console_output": true, "file_output": true, "log_dir": "logs/knowledge_graph" }, "performance": { "max_concurrent_tasks": 4, "memory_limit_mb": 2048, "cache_enabled": true, "cache_expiry_minutes": 60 } }