Knowledge-graph embedding

Encoding a knowledge graph's entities and relations as dense vectors so connected concepts can be retrieved and reasoned over by similarity rather than exact traversal.

grounded in: 2026-07-14 HN trend theme 'Graph databases & knowledge graphs' (YouTrackDB object-oriented graph DB) intersected with this system's own JSON knowledge-graph ontology (brain/ontology.json).