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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 15 OF 320 municipal_311_splink_dedup Async enhancement

Verify Single Attribute (aq15_attribute_verify)

Verifies one atomic (entity, attribute, value) claim against independent primary evidence, marking confirmed, disputed, or stale.

1 Claim Per RowPrimary Source CheckFreshness Stamp
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

HTTP/DNS/registry cross-check oracle

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 13 - 16 Find Entities, Enrich, Verify Attribute & Store

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Independent primary-evidence fact checker

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

Enforced Category State Machine: municipal_311_splink_dedup

Commit Invariant: Normalizes SODA timestamps/coordinates, preserves USPS apartment/suite designators, and verifies >=0.94 precision/recall on labeled holdouts.

Architectural Problem Solved: Prevents duplicate civic dispatch orders while avoiding false household merges across multi-unit buildings.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq15_attribute_verify/enqueue
{
  "queue_category": "municipal_311_splink_dedup",
  "priority": 80,
  "payload": { "stage": "15", "objective": "Verify Single Attribute" }
}
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