Keep Taxonomies and Ontologies Separate for Effective Knowledge Graphs
Taxonomies capture human‑readable concepts, while ontologies define formal classes, properties, constraints, and inference rules. Vector‑search benefits from rich taxonomy text, whereas reasoning relies on ontology axioms. Linking them lets you combine intuitive browsing with machine reasoning without conflating the two layers.