HGCNN proof V2pretrained Wikimedia baselineversioned readback
HGCNN proof V2: pretrained baseline readback
V2 shows the 1500-document Wikimedia external-prior baseline as bounded graph context, learned embeddings, HGCNN shadow input, and blocked QETS authority.
V2 proof boundary
external priorsrelationship graphshadow HGCNNblocked gate
V2 pretrained baseline
external_prior_hgcnn_shadow_baseline_ready_not_promoted
Wikimedia docs
1,500
unique source documents
Bounded rows
1,543
accepted external priors
Graph edges
24,374
3,409 nodes
Learned refs
1,866
bounded-ref weights
Eval margin
0.306
related vs unrelated
QETS gate
blocked
not_empirical_ready
Pipeline
External authority...ed-topics-v1
Bounded corpus: qe...-manifest:v1
Pretraining packag...g-package:v1
Relationship graph...hip-graph:v1
Learned encoder: q...-artifact:v1
HGCNN shadow readb...ow-output:v1
Production QETS mo...ing evidence
Top relationships
setting.urban to place.city (240)
setting.urban to setting.urban (240)
setting.urban to place.city (220)
setting.urban to setting.urban (220)
setting.urban to setting.urban (220)
setting.urban to s...ansion (188)
setting.urban to s...ansion (168)
activity.food to activity.food (124)