PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260926215313_111daf66d91a2ce7c50ac67c2976ccb0.log
=== 2026-09-27T00:53:13.689596Z stage=srl_trace ===
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trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
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=== 2026-09-27T00:53:13.699783Z stage=discourse_input ===
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---
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=== 2026-09-27T00:53:16.320173Z stage=llm_response ===
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conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: hoje comprei um caderno azul
provider_request_id: 72f2b1a3-cb41-4cb4-8d9c-23d77c1cb33f
attempt: 1
model: deepseek-flash
latency_ms: 2608
prompt_tokens: 5551
completion_tokens: 277
total_tokens: 5828
raw_available: 1
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "hoje comprei um caderno azul",
"utterance_kind": "assert",
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"subject": {
"text": "self",
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},
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"text": "caderno",
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},
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}
=== 2026-09-27T00:53:16.329418Z stage=normalize ===
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user_text: hoje comprei um caderno azul
route: semantic_v3
notes: []
---
{
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=== 2026-09-27T00:53:16.338229Z stage=proposal ===
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user_text: hoje comprei um caderno azul
ir_kind: semantic_proposal
---
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=== 2026-09-27T00:53:16.356396Z stage=repair ===
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user_text: hoje comprei um caderno azul
utterance_kind: assert
primitive_hint: event
---
{
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=== 2026-09-27T00:53:16.364663Z stage=claims ===
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user_text: hoje comprei um caderno azul
---
{
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=== 2026-09-27T00:53:16.373884Z stage=assessment ===
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conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: hoje comprei um caderno azul
---
{
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]
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=== 2026-09-27T00:53:16.394845Z stage=canonical ===
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user_text: hoje comprei um caderno azul
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_partially_executable
execution_reasons: ["canonical_type_unresolved_safe_partial", "attribute dimension=color source=core"]
primitive: event
concepts_status: unresolved
concepts_notes: ["no alias match"]
---
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=== 2026-09-27T00:53:16.457400Z stage=srl_graph ===
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trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
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=== 2026-09-27T00:53:16.467562Z stage=entity_characterization ===
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=== 2026-09-27T00:53:16.486375Z stage=semantic_sufficiency ===
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"persisted": false,
"attempts": [],
"evidence": [],
"llm_semantic_classification": null
}
=== 2026-09-27T00:53:16.512757Z stage=user_semantic_extraction ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"invocation_decision": "CALL",
"provider_called": false,
"extractor_calls": 0,
"extraction_status": "UNAVAILABLE",
"validation_status": null,
"assertion_emitted": false,
"binding": null,
"lineage_relation": "UNKNOWN",
"latency_ms": null,
"tokens": {
"prompt": null,
"completion": null
},
"layer": "USER_SEMANTIC_EXTRACTION_SIDECAR",
"concept": null,
"invocation_reason": "CURRENT_TURN_ACTION_CONTEXT",
"target_scope": "CURRENT",
"current_action_count": 1,
"historical_action_count": 0,
"larr_invocation": "SKIP_CURRENT_TURN",
"larr_status": null,
"arr_status": null,
"resolved_referent": null,
"lusae_invocation": "CALL",
"lusae_status": "UNAVAILABLE",
"larr_calls": 0,
"larr_latency_ms": null,
"larr_tokens": {
"prompt": null,
"completion": null
},
"target_occurrence": null
}
=== 2026-09-27T00:53:16.522937Z stage=conversation_referents ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"conversation_id": "conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP",
"available": [
{
"referent_id": "action_ref_0",
"referent_kind": "ACTION_OCCURRENCE",
"semantic_role": "ACTION",
"surface": "comprei",
"source_turn": "utt_111daf66d91a2ce7c50ac67c2976ccb0",
"local_reference": null
}
],
"active": [],
"next_index": 1,
"turn_seq": 1,
"registered_this_turn": [
"action_ref_0"
],
"retention_bound": 8,
"retention_uses_recency": true,
"binding_uses_recency": false,
"layer": "CONVERSATION_REFERENT"
}
=== 2026-09-27T00:53:16.535619Z stage=conversation_decision ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T00:53:16.543803Z stage=conversation_referents ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"conversation_id": "conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP",
"available": [
{
"referent_id": "action_ref_0",
"referent_kind": "ACTION_OCCURRENCE",
"semantic_role": "ACTION",
"surface": "comprei",
"source_turn": "utt_111daf66d91a2ce7c50ac67c2976ccb0",
"local_reference": null
}
],
"active": [],
"next_index": 1,
"turn_seq": 1,
"registered_this_turn": [
"action_ref_0"
],
"retention_bound": 8,
"retention_uses_recency": true,
"binding_uses_recency": false,
"layer": "CONVERSATION_REFERENT"
}
=== 2026-09-27T00:53:16.553773Z stage=discourse_resolution ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"decision": "none",
"source": "none",
"resolved_entity_ids": []
}
=== 2026-09-27T00:53:16.601182Z stage=entity_resolution ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"resolutions": [
{
"reference": {
"text": "self",
"reference_kind": "contextual",
"type_hint": "entity.person"
},
"strategy": "principal_self",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person",
"match": "principal"
}
],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"notes": [
"d2a:KNOWN_INSTANCE"
]
}
],
"count": 1
}
=== 2026-09-27T00:53:16.621406Z stage=instance_persistence ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"ontology_persisted": false,
"authority": "instance_persistence_boundary",
"decisions": [
{
"node_id": null,
"semantic_role": "person",
"instance_label": "self",
"proposed_type": "entity.person",
"learning_decision": null,
"safe_persistent_type": null,
"persistence_decision": "REUSE",
"persistence_reason": "KNOWN_INSTANCE",
"ontology_persisted": false
}
]
}
=== 2026-09-27T00:53:16.633356Z stage=materialization ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"entities_created": [],
"entities_reused": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person"
}
],
"relations_created": [],
"attributes_created": [
{
"attribute_id": "01M3G5M6P27X17RJNTC8G4Z11R",
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"dimension": "color",
"value": "azul"
}
],
"measurements_created": [],
"claim_results": [
{
"claim_id": "c1",
"kind": "event",
"status": "deferred",
"predicate": "comprei",
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": "claim_kind_deferred:event",
"materialized_as": null
},
{
"claim_id": "c2",
"kind": "attribute",
"status": "committed",
"predicate": null,
"canonical_dimension": "color",
"dimension_source": "core",
"value": "azul",
"reason": null,
"materialized_as": "attribute",
"attribute_id": "01M3G5M6P27X17RJNTC8G4Z11R",
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8"
}
],
"claim_tally": {
"received": 2,
"valid": 2,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-27T00:53:16.657521Z stage=discourse_update ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
interpreter_request_id: 98523f1c-b0ac-46bc-bf56-32d6bc76fef9
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"previous_focus": [],
"new_focus": [],
"reason": null,
"active_focus": null,
"recent_referents": [],
"idle_turns": 1
}
=== 2026-09-27T00:53:16.665719Z stage=engine ===
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
pke_request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: 111daf66d91a2ce7c50ac67c2976ccb0
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [],
"bound_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"claims": {
"received": 2,
"valid": 2,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
},
"global_sufficiency": "SUFFICIENT"
}
=== 2026-09-27T00:53:16.731929Z stage=presenter_request ===
request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
conversation_id: 6dbdc0a3-e43e-4306-8c0b-c51b5a7726a1
user_message_id: msg_01M3G5M3S9TZWGQKG1HSGHT98N
operation: knowledge_write
status: committed
---
{
"user_text": "hoje comprei um caderno azul",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": {
"received": 2,
"valid": 2,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
},
"conversation_context": [
{
"role": "user",
"text": "olá james, tudo bem?"
},
{
"role": "assistant",
"text": "Olá. Como posso ajudar?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T00:53:17.715745Z stage=presenter_response ===
request_id: req_01M3G5M3SQE57GBJPWPJBM67G8
client_request_id: 111daf66d91a2ce7c50ac67c2976ccb0
conversation_id: 6dbdc0a3-e43e-4306-8c0b-c51b5a7726a1
user_message_id: msg_01M3G5M3S9TZWGQKG1HSGHT98N
provider_request_id: 7dc60432-8c11-487f-b806-8114dab1ab07
status: ok
---
{
"text": "Entendi, você comprou um caderno azul hoje. Vou lembrar disso.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 974,
"attempt": 1,
"provider_request_id": "7dc60432-8c11-487f-b806-8114dab1ab07",
"status": "ok"
}
