AVRAI demos
living lexical graphRuntime OS readbackHGCNN refs

living word map demo

This is the AVRAI language intake layer: it turns what a person types into bounded graph inputs the QETS/HGCNN can reason over. Type any word or phrase to see known words, possible meanings, local/context clues, unknown artifacts, correction paths, and Actualizer evidence refs before anything is treated as truth.

Runtime boundary
raw words not storedweak priors onlyno live actionnot empirical ready
Lexical readback
Example readbacks
State
ambiguous candidate
Known words
4/5
QETS mapped
1
Artifacts
1
Known words plus unidentified artifacts

4 of 5 typed token(s) matched the current 127,354-surface OEWN lexical index. 1 token(s) also have AVRAI QETS seed-graph edges; 1 token(s) remain unidentified artifacts until receipts, outcomes, corrections, or replay prove a better meaning.

Bounded phrase handle

phrase-handle:lexical-demo:8b25a3a8

lexical graph to HGCNN bridge

The graph shows each typed token against the current known English surface index, then bridges candidates and artifacts into QETS and HGCNN refs.

ambiguous candidate
mappedknownknownknownartifactweightsmappedbridgepop after work in b...popafterworkinbirminghamQETSword mapHGCNN
languageknownmappedambiguousartifactQETSHGCNN
Lexical source and ambiguity
known-source-surface-count:127354known-source-sense-ref-count:185121lexical-known-source-surface-index:oewn-2025:v1lexical-source-snapshot:oewn-2025-core-json-fullsha256:7d749f6e2c39e6970e4997839dcf6e42fd281f3c2fae0171d2192bae8cfa4b51lexical-source-snapshot:avrai-function-words-v1lexical-license:avrai-owned-curated-function-words-v1lexical-license:oewn-2025-core-cc-by-4.0lexical-source-snapshot:oewn-core-english-samplelexical-source-snapshot:qets-lexical-v2-corelexical-source-snapshot:avrai-phrase-idiom-v1known-source-surface:popknown-source-surface:afterknown-source-surface:workknown-source-surface:inlexical-source-agreement:pop:known-source:lexical-source-snapshot:oewn-2025-core-json-full:single_source_priorlexical-source-agreement:pop:single_source_priorlexical-source-agreement:pop:source_agreedlexical-source-agreement:after:known-source:lexical-source-snapshot:oewn-2025-core-json-full:single_source_priorlexical-source-agreement:work:known-source:lexical-source-snapshot:oewn-2025-core-json-full:single_source_priorlexical-source-agreement:in:known-source:lexical-source-snapshot:oewn-2025-core-json-full:single_source_priorlexical-source-agreement:birmingham:unidentified_artifactlexical-source-agreement:after-work:single_source_priorlexical-ambiguity:pop:spatial-or-musiclexical-ambiguity:unidentified-artifact:8b25a3a8:birmingham
Place, time, and QETS context
locality:birmingham-allexical-culture-scope:region:us-midwestplace-context:birmingham:lexical-demoplace-context:runtime-os:typed-phrase-shadowtime-context:demo:current-sessiontime-context:lexical-source-snapshot:2026-06-23T00:00:00Zqets-lexicon-node:qets-dimension:beverage.refreshmentqets-lexicon-node:qets-dimension:culture.music_contextqets-lexicon-node:qets-dimension:environment.stimulationqets-lexicon-node:qets-dimension:temporal.post_workqets-lexicon-node:qets-dimension:lexical.known_surface_coverageqets-lexicon-node:qets-dimension:lexical.unidentified_artifactqets-lexicon-node:concept:beverage.carbonated_soft_drinkqets-lexicon-node:concept:culture.music_popqets-lexicon-node:concept:environment.calmqets-lexicon-node:concept:temporal.post_worklexical-known-source-surface:afterlexical-known-source-surface:worklexical-known-source-surface:in
HGCNN input visualizer

The HGCNN does not receive the sentence as truth. It receives bounded input refs: lexical token nodes, QETS dimensions, artifact/correction routes, graph edges, and Actualizer evidence for shadow readback.

bounded input packetshadow onlysemantic pathcandidate refsweighted messageevidence readbackLanguage5 tokens80% knownLexical/QETS6 dims1 mappedHGCNN packet10 nodes9 edgesActualizer3 refsno live actionunresolved pathartifact refscorrection routeArtifacts1 refstrackedCorrection1 routeuser can correctOutcome1 receiptnot empirical ready
known
4
mapped
1
artifacts
1
edge refs
9
hgcnn-node:lexical-known-source-surface:pophgcnn-edge:lexical-token:pop:known-source-prioractualizer-evidence:lexical-demo:8b25a3a8:readbackunidentified-lexical-artifact:birmingham:8b25a3a8:birminghamlexical-correction-route:birmingham:8b25a3a8actualizer-outcome-receipt:lexical-demo:8b25a3a8:shadowhgcnn-node:lexical-known-source-surface:afterhgcnn-node:lexical-known-source-surface:workhgcnn-node:lexical-known-source-surface:inhgcnn-node:lexical-unidentified-artifact:8b25a3a8:birminghamqets-lexicon-node:concept:beverage.carbonated_soft_drinkqets-lexicon-node:concept:culture.music_popqets-lexicon-node:concept:environment.calm