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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 115 OF 320 actor_intent_deduplication Async enhancement

Text Similarity Queue (aq115_score_text_and_semantic_similarity)

Scores lexical, structural, and semantic similarity across documents, prompts, cards, and tasks in 0 model calls with LSH block emission.

Char 3/5-Gram Jaccard64-Perm MinHashSimHash-256 Cosine
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Shingle Jaccard, 64-perm MinHash & weighted SimHash-256 scorer (0 calls)

Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 115 - 120 Zero-Call Multimodal Similarity Queues & Boundless k-Ary Hypergraph

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Cross-lingual & paraphrase nuance arbitrator

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: actor_intent_deduplication

Commit Invariant: Dedicated actor table join; merges repeated chat introductions into 1 canonical Actor with N linked observations.

Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq115_score_text_and_semantic_similarity/enqueue
{
  "queue_category": "actor_intent_deduplication",
  "priority": 80,
  "payload": { "stage": "115", "objective": "Text Similarity Queue" }
}
← Stage 114: HW Mask & Retry Gate View in Single-Page Master Blueprint Stage 116: Image & SVG Similarity →