Operator dashboard

Knowledge Quality System

Deterministic quality metrics for all 1,492 knowledge-graph entities — completeness, graph connectivity, SEO/AI readiness and learning coverage — with coverage, missing-knowledge and broken-relationship dashboards. Every number is computed, never estimated.

Avg score 90.8/1000 broken linksNo fake scores

Deterministic, honest metrics

Scores are computed from real signals only — a description, keywords, graph edges, learning membership and whether a structured AI card can be built. Freshness is reported as “evergreen” (these are evergreen educational pages) rather than a fabricated date, and verification is “tier-A editorial” (first-party). Verified external evidence remains Tier-B-gated.

Quality dashboard

Score band	Entities
90–100 (excellent)	1439
75–89 (strong)	0
50–74 (fair)	53
below 50 (thin)	0

Type	Count	Avg score
glossary	309	90
comparison	237	90
sport	92	92.5
discipline	66	90
exercise	38	90
movement-comparison	38	59
equipment	36	97.2
healthy-lifestyle	36	91.1
goal	32	90
recommendation	32	90
skill	31	99.4
technique	30	99

Coverage dashboard

Type	Count	In learning %	AI-ready %	Avg connectivity
glossary	309	0%	100%	29
comparison	237	0%	100%	19.9
sport	92	25%	100%	27.2
discipline	66	0%	100%	25.1
exercise	38	0%	100%	29.4
movement-comparison	38	0%	100%	22.8
equipment	36	72%	100%	25
healthy-lifestyle	36	11%	100%	29.2
goal	32	0%	100%	30
recommendation	32	0%	100%	27.7
skill	31	94%	100%	28.7
technique	30	90%	100%	26.4
movement-pattern	27	11%	100%	30.5
rule	26	100%	100%	27.7
position	26	96%	100%	28.8
beginners	24	0%	100%	26.3

Missing-knowledge dashboard

Thin descriptions

No keywords

Low connectivity

1,201

Not in a learning surface

e.g. no keywords: Racquet Sports, Team Sports, Endurance Sports, Fitness & Gym, Water Sports, Combat Sports, Outdoor Sports, Mind & Body.

Broken-relationship dashboard

Broken relationships (target does not resolve)

Orphans (0 graph relationships)