Integrate 3-level hierarchy with knowledge graph domain and dual-pass architecture#15

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dataset-kg-3level

Commits on Oct 20, 2025

Implement KnowledgeGraphTripleDataset for relational reasoning

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Add comprehensive tests for KnowledgeGraphTripleDataset

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Add knowledge graph dataset example and visualization

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Add evaluation metrics for knowledge graph reasoning

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Add implementation summary and documentation

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Merge main foundation components (NSM-17, NSM-15, NSM-16) into KG branch

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Merge hierarchical model (pooling + WHY/WHAT) from main

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Merge branch 'main' into dataset-knowledge-graph
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Add NSM-23 training script and metrics for knowledge graph domain

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Merge branch 'main' into dataset-knowledge-graph
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Fix KG dataset: Add balanced negative sampling (50/50 split)

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Merge validation framework from main into dataset-knowledge-graph
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Update .gitignore to ignore generated files (NSM-28)

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Fix KG label shape to match test expectations

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Enable 3-level hierarchy for knowledge graph domain (Phase 1.5)

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