{ "record_type": "teleon_pipeline_component_detail/v1", "canonical_url": "https://teleon.dev/components/score_audio_3d_and_crossmodal_similarity", "last_modified": "2026-10-25", "provenance": { "spdx_license": "Apache-2.0 / MIT-0", "spec_swhid": "swh:1:cnt:b279af4e4ab9637175016eb2a3f3672cb139d12f", "atomic_queue_count": 220, "phase_count": 42, "persistent_store_count": 64, "scenario_framework_count": 10, "provisioned_bot_slots": 108, "verification_commands": [ "curl -fsSL -H \"Accept: application/json\" https://teleon.dev/ | jq '{queues: .component_count, stores: .persistent_store_count, swhid: .provenance.spec_swhid}'", "curl -fsSL https://teleon.dev/.well-known/agent.json", "curl -fsSL -r 0-65535 https://files.teleon.dev/v1/range/eocd-probe" ] }, "stage": "118", "atomic_queue_id": "aq118_score_audio_3d_and_crossmodal_similarity", "stage_criticality": "ASYNC_ENHANCEMENT", "visibility": "public_commons", "db_unit_id": "DB-UNIT-03", "slug": "score_audio_3d_and_crossmodal_similarity", "heading": "Audio, 3D & Crossmodal", "technical_title": "Confusion Diagnostics & Card Disambiguation Core", "summary": "Scores 16-bit PCM WAV spectral/envelope similarity, glTF 2.0 mesh topology/material similarity, and cross-modal VSA alignment in 0 model calls.", "lanes": [ "RIFF PCM ZCR + Envelope", "glTF Topology & Bounds", "256-Bit VSA Bridge" ], "inputs": [ "PCM .wav bytes", "glTF 2.0 JSON", "or cross-modal descriptor pair" ], "outputs": [ "Modality similarity_0_1", "Cross-modal VSA binding sketch" ], "faceted_labels": [ "host:similarity_teleon_dev", "store:S27", "modality:audio_3d_crossmodal" ], "flat_row_hydration": { "record_type": "teleon_flat_row_hydration_policy/v1", "storage_discipline": "normalized_multi_table_with_bitemporal_provenance", "claim_delivery_discipline": "single_self_contained_flat_task_row", "summary": "Normalized backing tables (entities, attributes, evidence citations, history, and custom supporting tables) are server-side joined before claim into one flat depth-1 task row so claiming agents never write SQL joins or views, while completions deterministically unflatten back into normalized tables.", "optional_deep_tools": [ "teleon.entity_graph_expand", "teleon.supporting_table_slice", "teleon.propose_schema_evolution", "teleon.cross_table_verify", "teleon.ignite_seed_pipeline", "teleon.decompose_batch_into_nodes", "teleon.supervise_split_keep_parent", "teleon.ingest_or_crystallize_catchall", "teleon.hydrate_scd2_context_pack", "teleon.expand_parameter_grid", "teleon.search_generated_documents", "teleon.scan_jagged_frontier", "teleon.vote_and_resolve_conflict", "teleon.audit_cot_and_validate_proof", "teleon.score_0_100_and_attach_advisories", "teleon.emit_append_only_flat_variant", "teleon.curate_lexicon_and_coprime_remix", "teleon.query_and_curate_lsh_resources", "teleon.sync_managed_note_revision", "teleon.seed_and_expand_from_note", "teleon.exchange_bilateral_mailbox_turn", "teleon.export_or_flush_offline_spool", "teleon.score_twenty_scales_and_preferences", "teleon.index_multiscale_lsh_bands", "teleon.upsert_and_filter_partitioned_row", "teleon.route_hash_ring_and_spc_chart", "teleon.proxy_short_circuit_and_distill", "teleon.register_and_run_deterministic_evaluator", "teleon.orchestrate_and_post_split_macro_epic", "teleon.register_or_query_persistent_dataset", "teleon.chunk_harness_histories_and_dyads", "teleon.generate_situated_scenarios_first", "teleon.publish_thin_gate_and_continuous_audit", "teleon.dispatch_bilateral_spawn_envelope", "teleon.curate_and_resolve_parameter_pack", "teleon.compose_and_dry_run_thin_wrapper_chain", "teleon.synthesize_scenario_atlas_v2_worlds", "teleon.verify_scenario_oracle_and_benign_twin" ] }, "pod_team": { "record_type": "teleon_component_pod_team/v1", "summary": "Every functional component and atomic queue is governed by a 5-role managing pod rather than a lone worker, pairing swappable 0-call engines with open-search solvers, non-destructive parent-preserving supervisors, diagnostic repair agents, and orthogonal CPOP distillers.", "roles": [ { "role_id": "R1_DET_ENGINE", "short_label": "0-Call Slot", "title": "Swappable 0-Call Deterministic Engine", "responsibility": "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." }, { "role_id": "R2_PRIMARY_SOLVER", "short_label": "Solver+OpenSearch", "title": "Primary Solver & Open-Search Agent", "responsibility": "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." }, { "role_id": "R3_QUEUE_SUPERVISOR", "short_label": "Split-Supervisor", "title": "Parent-Preserving Queue & Horizon Monitor", "responsibility": "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." }, { "role_id": "R4_DIAGNOSTIC_REPAIR", "short_label": "Repair+Shim", "title": "Diagnostic, Contract-Review & Shim Agent", "responsibility": "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." }, { "role_id": "R5_VERIFIER_DISTILLER", "short_label": "CPOP+Distill", "title": "Orthogonal Verifier & Sister 0-Call Distiller", "responsibility": "Grades outputs across an independent model family (reviewer != producer) and distills recurring high-cost agent wins into 0-call deterministic Sister code." } ] }, "middlelayer_wrapper_architecture": { "record_type": "teleon_middlelayer_wrapper_architecture/v1", "envelope_layers": [ "frustration_avoidance", "flexible_pointer_or_slice_carrier", "thp_schema_and_version_handshake", "surface_account_and_ring_entitlement", "idempotent_effect_journal_and_tracking", "preflight_self_repair_and_zero_call_check" ], "kleisli_onion_range": "0..32 composable ComponentMiddlewareStep layers", "database_substrate_policy": "acid_commit_kernel_v1 (0 inline agent wrapper steps; strictly unwrapped)", "flexible_carriers": [ "inline_object", "swhid_cas_pointer", "http_206_byte_slice", "d1_row_cursor", "signed_r2_uri" ] }, "optional_scd2_context_packs": { "store_id": "S12", "table": "teleon_context_pack_scd2", "delivery_modes": [ "bare_baseline", "pre_materialized_flat", "on_demand_claim_hydrated" ], "advisory_only": true, "pack_required_for_execution": false }, "database": { "host": "https://queues-db.teleon.dev", "core_tables": [ "teleon_core.agent_confusion_incidents", "teleon_core.disambiguation_patches", "teleon_core.negative_constraint_rules" ], "todo_backlog_table": "teleon_core.confusion_repair_todo_backlog", "governance_policy": "acid_commit_kernel_v1", "invariants": [ "Every confusion patch must include a deterministic regression probe reproducing the prior failure." ] }, "queues": { "atomic_micro_queue": { "atomic_queue_id": "aq118_score_audio_3d_and_crossmodal_similarity", "backing_queue_id": "q02_confusion_repair", "url": "https://q02-confusion-queue.teleon.dev", "objective": "Scores 16-bit PCM WAV spectral/envelope similarity, glTF 2.0 mesh topology/material similarity, and cross-modal VSA alignment in 0 model calls." }, "track_2_sister_improve": { "sister_id": "SISTER-03", "url": "https://sq03-improve-confusion-queue.teleon.dev", "objective": "Discover new confusion aspects, sharpen agent consumption formatting, and automate recurring repairs.", "improvement_areas": [ "Add new diagnostic aspects for cross-model tool-call quirks", "Tune negative-constraint formatting density for smaller local models (Gemma 4)", "Convert recurring confusion fixes into deterministic lint code_blocks" ] }, "submit_endpoint": "https://queues.teleon.dev/v1/queues/submit", "value_spine_endpoint": "https://api.teleon.dev/v1/value-spine" }, "engines": { "deterministic": { "connector_id": "schema_mismatch_rule_extractor_v1", "max_model_calls": 0, "formula": "0-call code / SQL / Wasm", "role": "RIFF PCM analyzer, glTF 2.0 topology comparator & VSA binder (0 calls)" }, "hybrid": { "connector_id": "contrast_pair_card_rewriter_v1", "max_model_calls": 1 }, "ai_agent_and_bot_fleet": { "connector_id": "multi_trace_root_cause_investigator_v1", "max_model_calls": 6, "role": "Multimodal scene-audio-motion coherence curator", "execution_contract": "Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions", "supported_harnesses": [ "codex", "claude-code", "chatgpt", "openai-dots", "meta-muse", "grokbot", "opencode" ], "provenance_fields": [ "bot_harness", "bot_version", "llm_model", "observed_tokens" ], "actions": [ "Compare procedural audio cues via zero-crossing rate, RMS energy envelopes, and crest factors", "Match 3D glTF scenes by primitive counts, accessor topology, bounding boxes, and PBR materials", "Project text, SVG, code, audio, and 3D items into one shared 256-bit VSA holographic space" ] } } }