RupeMagnaOnto — Ontology Evolution Dashboard

Extracted from iterations/*/validation/*.md reports across iterations, from to . Generated by scripts/generate_dataviz.py.

Ontology & KG size

Declared vocabulary (ontology) vs. what's actually asserted (KG) — classes and properties, per iteration.

Validation health

Share of competency questions returning results and SHACL shapes conforming, per iteration.

Model drift

Ontology terms with zero KG usage (unused) vs. KG terms missing from the ontology (undeclared) — the two ways ontology and data fall out of sync.

SHACL shape conformance

One row per validated shape (class × Manual/Auto-generated variant). Green = conforms, red = violations, gray = no instances in that iteration's KG, blank = shape didn't exist yet.

Competency question status

One row per competency question. Green = returned results, red = no results, orange = query error, blank = question didn't exist yet in that iteration's suite.

KG population by class (top 20)

Instance counts for the 20 classes with the highest peak population, matched across iterations by URI (prefix abbreviations changed mid-run, e.g. a-dd:add:).