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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 252 OF 320 context_decomposition Async enhancement

Socrata 311 & Splink Entity Resolution (aq252_municipal_311_entity_dedup)

Normalizes municipal Socrata SODA 311 streams, splits USPS secondary apartment units deterministically, and runs Fellegi-Sunter linkage at >=0.94 F1.

USPS Unit PreserveSplink F1 >= 0.94Store S49..S63
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

ISO-8601/WGS84 normalizer, USPS unit parser & multi-pass blocker

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 242 - 260 Specialized Modality, Formal Proof, 3D/CAD, Legal, EDGAR & Civic Queues

AI Agent (0..1)

Model-Guided Escalation & Synthesis Role

Ambiguous municipal parcel cluster reviewer

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

Enforced Category State Machine: context_decomposition

Commit Invariant: Splits large epics into <=4k-token leaf leases with typed input/output contracts while keeping the parent vertex parked until leaf merge.

Architectural Problem Solved: Allows smaller, cheaper models to execute large overnight tasks reliably without context window degradation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq252_municipal_311_entity_dedup/enqueue
{
  "queue_category": "context_decomposition",
  "priority": 80,
  "payload": { "stage": "252", "objective": "Socrata 311 & Splink Entity Resolution" }
}
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