Knowledge Graph (lab corpus map)

Field	Value
Status	Shipped with repo (integrity CI gated)
Canonical	knowledge_graph/
Machine graph	knowledge_graph/bnn_kg.json · .graphml
Human view	knowledge_graph/VIEW.md
Gaps log	knowledge_graph/GAPS_FILLED.md
CLI	bnn kg · bnn kg validate
Related CLI	bnn recommend --goal … · bnn eval-suite

Maps thesis lock, dual-metric culture, packed kernels, wrap decision tree, STE family, BitNet/GGUF/torchao bridges, modality canaries, novel papers B1–B3, WC-O gates, and ROADMAP open gaps into a validated node/edge graph.

Note: doc id 44 (not 41) — docs/41_* is reserved for portable SIMD kernels.

bnn kg                  # summary + top OpenGaps
bnn kg validate         # same as scripts/kg_validate.py
pytest tests/test_kg.py -q
# rebuild lab corpus builder (optional; then re-merge + integrity)
python scripts/build_bnn_kg.py
python scripts/merge_kg_enrichment.py
python scripts/apply_kg_integrity.py

Loader: from bnn.kg import load_kg, neighborhood, nodes_by_type.

Stack routing (decision tree companion): bnn recommend --goal cpu-llm (see scripts/recommend_stack.py). Fair published-shape eval: bnn eval-suite → docs/FAIR_EVAL_PROTOCOL.md.

Lane progress: docs/lanes/kg.md. Lanes A–I are merged; KG open_pr fields were stale and are flipped to merged / closed_by_policy / established. gap_pypi_trusted is merged — bnn-lab 1.0.0 is on PyPI.

Maintainer-local only (not required to clone/build): optional external mirror index at C:\00 Research Papers\BINARY_NEURAL_KG_INDEX.md on the primary maintainer machine.

Doc number 44 (not 41): docs/41_* is reserved for portable SIMD kernels.