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Summary of changes: - Fixed TripletExtractor method name (extract -> extract_triplets) - Fixed Event attribute name (type -> event_type) - Improved LLM JSON parsing in providers.py (handles trailing commas, unclosed structures) - Fixed CentralityCalculator TypeError in GraphRAG notebook - Corrected CommunityDetector logic and imports in notebook