HGCNN proof v2external-prior pretrainingshadow only
HGCNN proof v2: pretrained baseline readback
This page shows the current result from the 1500-document Wikimedia baseline: bounded external-prior rows form a relationship graph, a learned 128D encoder emits shadow embedding artifacts, and HGCNN can consume that context without treating it as QETS truth or production model authority.
V2 proof boundary
external priorsshadow HGCNNno QETS authoritynot empirical ready
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
External-prior HGCNN graph
external_prior_hgcnn_shadow_baseline_ready_not_promoted
Full v2 path: Wikimedia source authority to bounded corpus, relationship graph, learned encoder, HGCNN shadow readback, and blocked QETS gate.
Click a node or edge for bounded refs.
What v2 proves
1ready
External authority
external-source-authority:wikimedia-api:seed-topics-v1
2ready
Bounded corpus
qets-embedding-external-prior:corpus-manifest:v1
3ready
Pretraining package
qets-embedding-external-prior:shadow-pretraining-package:v1
4ready
Relationship graph
qets-embedding-external-prior:relationship-graph:v1
5ready
Learned encoder
qets-embedding-external-prior:learned-encoder-artifact:v1
6shadow
HGCNN shadow readback
qets-embedding-external-prior:learned-encoder-shadow-output:v1
7blocked
Production QETS model
blocked_missing_learned_embedding_evidence
Top graph relationships
24,374 total edgesconcept supported by feature
setting.urban to place.city
240 supportsexternal-prio...bef7cbb3
concept supported by feature
setting.urban to setting.urban
240 supportsexternal-prio...bb2735d8
concept supported by feature
setting.urban to place.city
220 supportsexternal-prio...79d00932
concept supported by feature
setting.urban to setting.urban
220 supportsexternal-prio...b0585dce
concept co occurs in article
setting.urban to setting.urban
220 supportsexternal-prio...d212f2ad
concept supported by feature
setting.urban to source.wikimedia search expansion
188 supportsexternal-prio...4c2cf12a
concept supported by feature
setting.urban to source.wikimedia search expansion
168 supportsexternal-prio...60a1d28a
concept supported by feature
activity.food to activity.food
124 supportsexternal-prio...0968a501
Strongest refs
bounded support countsconcepts
setting.urban · 240setting.urban · 220activity.food · 124activity.food · 116lifestyle.nightlife · 80lifestyle.nightlife · 80setting.outdoor · 66place.park · 65
features
source.wikimedia search expansion · 1,243domain.place context · 361domain.activity context · 337domain.human health context · 331place.city · 240setting.urban · 240bucket.places built environment · 185bucket.business service context · 184