QETS embeddings V2Wikimedia external-prior baselineversioned readback
QETS embeddings V2: Wikimedia external-prior baseline
V2 shows the 1500-document Wikimedia baseline: bounded external-prior rows, learned bounded-ref weights, preview vectors, nearest-neighbor readback, and QETS gates that stay blocked.
V2 boundary
Wikimediabounded refslearned weightsnot QETS truth
V2 Wikimedia baseline
learned_qets_embedding_external_prior_encoder_v1_shadow
Docs
1500
Wikimedia
Rows
1543
bounded priors
Graph
24374
relationship edges
Weights
1866
bounded refs
Outputs
1543
encoded artifacts
Margin
0.306
eval
Top learned refs
domain.place context (361)
place.city (240)
setting.urban (240)
setting.urban (240)
setting.urban (220)
bucket.places buil...onment (185)
setting.outdoor (66)
setting.outdoor (66)
Preview artifacts
place.park
environment.quiet
activity.food
activity.food
activity.food
activity.food
places built environment.museum
lifestyle.nightlife