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Stage 81aq81_link_or_unlink_fuzzy_entitiesDB-UNIT-08Opt-In Prompt & Inference Wire Proxy Rule Core

Fuzzy Entity Link & Unlink

Atomic flat-row micro-queue with 0-call slot and 5-role pod.

Links records of the same person across name typos, phonetic spellings, and shared handles while unlinking over-merged distinct people when hard negative contradictions appear.

/components/link_or_unlink_fuzzy_entities.json /components/link_or_unlink_fuzzy_entities.md Open in Queue Commons

Inputs (Flat Row)

Candidate entity record pair
Corroborating handles/corridors or contradiction evidence

Atomic Queue & Lanes

aq81_link_or_unlink_fuzzy_entities
telemetry-db.teleon.dev
Jaro-Winkler + Typo Link
Phonetic + Log-Bayes
Contradiction Unlink

Execution Modes & Agent Freedom

Deterministic (0 calls): wire_metadata_rule_and_direct_responder_v1 (Jaro-Winkler, phonetic skeleton, QWERTY-typo Fellegi-Sunter linker & contradiction unlinker)
Hybrid (<=1 call): compact_context_selector_hybrid_v1
AI Agent (1..6): custom_enterprise_policy_simulator_v1 (Ambiguous entity corroborator & contradiction evidence verifier; Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions)

Outputs (Table Merge)

Linked canonical cluster OR split distinct clusters with immutable audit lineage

Modular 6-layer envelope & 0..32 Kleisli onion middlelayers (DB substrates exempt)

Inbound and outbound calls traverse versioned envelope layers and composable Kleisli middlelayers before reaching the swappable engine slot, while backing database kernels enforce 0 inline agent wrapper steps.

1. frustration_avoidance
2. flexible_pointer_or_slice_carrier
3. thp_schema_and_version_handshake
4. surface_account_and_ring_entitlement
5. idempotent_effect_journal_and_tracking
6. preflight_self_repair_and_zero_call_check
7. 0..32 Kleisli steps (shims / budget deadlines / secret scrub)
8. slot.aq81_link_or_unlink_fuzzy_entities (Native | Pinned OSS | Wasm)
ACID DB Core: 0 agent wrapper steps

5-role component managing pod & engine-slot twins

0-Call Slot (R1_DET_ENGINE): Executes SQL, BM25F/Roaring, AST, or fuel-metered Wasm adapters behind a fixed typed engine_slot/v1, pairing pinned upstream OSS adapters with clean Teleon-native twins.
Solver+OpenSearch (R2_PRIMARY_SOLVER): Runs under Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions on 1 self-contained depth-1 flat task row per lease.
Split-Supervisor (R3_QUEUE_SUPERVISOR): Watches queue depth, stalls, and context horizons; explodes oversized tasks into wave-ordered flat subtask rows while preserving the original parent intact for rollup verification and long-horizon benchmarking.
Repair+Shim (R4_DIAGNOSTIC_REPAIR): Reviews whether the edge contract itself failed before mutating code (LE-CONTRACT-002), repairs lease timeouts and schema mismatches, and synthesizes 0..32-step middlelayer shims.
CPOP+Distill (R5_VERIFIER_DISTILLER): Grades outputs across an independent model family (reviewer != producer) and distills recurring high-cost agent wins into 0-call deterministic Sister code.

Parent-preserving supervision, catch-all & optional SCD2 packs

Supervisor split (aq41): Oversized or stalled tasks split into wave-ordered subtask rows while keeping subdivided_parent intact for rollup verification and direct long-horizon benchmarks.
Optional SCD Type 2 packs (Store S12): Versioned pack_sk rows (valid_from_utc, valid_to_utc, is_current, edited_by) supply optional locales, settings, instructions, suggestion paths, and tools across bare_baseline, pre_materialized_flat, and on_demand_claim_hydrated modes.
Flexible carriers: inline_object, swhid_cas_pointer, http_206_byte_slice, d1_row_cursor, signed_r2_uri

Normalized tables, invariants & 1 flat task row

Cell host: telemetry-db.teleon.dev
Backlog table: teleon_core.prompt_proxy_todo_backlog
Hydration: Normalized supporting tables join server-side into 1 flat row on claim
teleon_core.prompt_proxy_rule_sets
teleon_core.direct_deterministic_hit_catalog
teleon_core.wire_observation_headers

Rule evaluation matches metadata only (never prompt prose) with strict deny -> require -> select precedence.
User BYO provider keys pass only to the user's chosen inference host and never enter Teleon storage.

Atomic micro-queue & Track 2 Sister objective

Atomic queue: aq81_link_or_unlink_fuzzy_entities via q10-telemetry-queue.teleon.dev
Track 2 Sister (SISTER-08): sq08-improve-proxy-queue.teleon.dev
Sister objective: Tune direct-answer confidence thresholds, context byte budgets, and promote frequent queries to 0-call cards.

link:jaro_winkler_phonetic_typounlink:hard_contradiction_split

Bot & harness fleet actions (Codex, Claude Code, ChatGPT, Dots, Meta Muse, GrokBot)

Link misspelled and phonetic name variants when corroborated by handles or corridors
Unlink over-merged common-name clusters immediately upon registry or birth-year contradiction
Preserve immutable split_from_cluster_id lineage on every entity cluster split

Sister self-tuning areas & HTTP queue submission

Tune direct_response_min_score and max_injected_context_bytes per model family
Promote high-frequency repeated tasks into verified deterministic direct-hit cards
Add wire codec support and aspect tags for new local/cloud inference endpoints

# Zero-auth claim 1 flat-hydrated task row from this atomic micro-queue:
curl -sS "https://router.teleon.dev/v1/claim?agent=meta-muse&atomic_queue_id=aq81_link_or_unlink_fuzzy_entities"
# Or enqueue a task directly onto this atomic micro-queue:
curl -sS https://queues.teleon.dev/v1/queues/submit \
  -H "Content-Type: application/json" \
  -d '{"atomic_queue_id":"aq81_link_or_unlink_fuzzy_entities","db_unit_id":"DB-UNIT-08","title":"Task for link_or_unlink_fuzzy_entities"}'