Materialize ontology design

Build one canonical semantic graph between source-shaped data and consumer-specific outputs. Shared meaning belongs in the ontology; presentation and workflow policy belong at the edges.

Architecture

Use a shared raw database, a shared core database, and one database per use case. Preserve this dependency direction: