PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919214852_888c9ccd80f286d9287ac34ad3ea60dc.log
=== 2026-09-20T00:48:52.038341Z stage=discourse_input ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"conversation_id": "conv_01M2Y4DNKSYBQY08GWKR90YZ02",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.owns",
"target_type": "entity.automobile",
"entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"display_name": "owned:automobile:W8HZ5EKT"
},
"recent_referents": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"type_key": "entity.automobile",
"display_name": "owned:automobile:W8HZ5EKT",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "previous_focus",
"salience": 0.433
}
],
"allowed_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2EC1QP594DJS3742ME28KTY"
],
"pending_intent": null
}
=== 2026-09-20T00:48:53.965339Z stage=llm_response ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
provider_request_id: 5d8d6c16-b1ab-4e01-8d2f-e496064b5213
attempt: 1
model: deepseek-flash
latency_ms: 1905
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quando eu troquei o oleo do carro?",
"utterance_kind": "query",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
},
"action_expression": "troquei o óleo",
"event_expression": "troca de óleo",
"change_semantics": true,
"temporal": {
"original_text": "quando",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue"
}
}
=== 2026-09-20T00:48:53.975859Z stage=normalize ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quando eu troquei o oleo do carro?",
"utterance_kind": "query",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
},
"action_expression": "troquei o óleo",
"event_expression": "troca de óleo",
"change_semantics": true,
"temporal": {
"original_text": "quando",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue"
}
}
=== 2026-09-20T00:48:53.983803Z stage=proposal ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
ir_kind: semantic_query
---
{
"raw_input": "quando eu troquei o oleo do carro?",
"utterance_kind": "query",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"action_expression": "troquei o óleo",
"event_expression": "troca de óleo",
"temporal": {
"original_text": "quando",
"occurrence_aspect": "happened"
},
"negation": false,
"change_semantics": true,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-20T00:48:53.992964Z stage=repair ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
utterance_kind: query
primitive_hint: event
---
{
"raw_input": "quando eu troquei o oleo do carro?",
"utterance_kind": "query",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"action_expression": "troquei o óleo",
"event_expression": "troca de óleo",
"temporal": {
"original_text": "quando",
"occurrence_aspect": "happened"
},
"negation": false,
"change_semantics": true,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-20T00:48:54.000161Z stage=assessment ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
---
{
"status": "actionable",
"routed_primitive": "event",
"decision_source": "legacy_fallback",
"evidence": [],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream"
]
}
=== 2026-09-20T00:48:54.012356Z stage=query_resolution ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
---
{
"status": "resolved",
"primitive": "event",
"notes": [
"alias=['oil change', 'trocar oleo', 'troquei o oleo']"
]
}
=== 2026-09-20T00:48:54.020801Z stage=canonical ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: quando eu troquei o oleo do carro?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: event
concepts_status: resolved
concepts_notes: ["alias=['oil change', 'trocar oleo', 'troquei o oleo']"]
---
{
"intent": "query",
"raw_input": "quando eu troquei o oleo do carro?",
"query": {
"intent": "list",
"entities": [
{
"text": "eu",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"reference_kind": "possessive"
}
],
"entity_association": "event_context",
"event_types": [
{
"key": "event.vehicle_maintenance"
}
],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"actions": [
{
"key": "action.oil_change"
}
],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"time": {
"original_text": "quando"
},
"sort": "event_time_desc"
},
"discourse_decision": "continue"
}
=== 2026-09-20T00:48:54.028826Z stage=discourse_resolution ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
]
}
=== 2026-09-20T00:48:54.058253Z stage=entity_resolution ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"resolutions": [
{
"reference": {
"text": "eu",
"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"
]
},
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.automobile"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"type": "entity.automobile",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns"
}
],
"count": 2
}
=== 2026-09-20T00:48:54.065635Z stage=discourse_update ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
interpreter_request_id: 999d21b7-3621-4a27-9b4f-5c81e55bc2e6
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"previous_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"new_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"reason": "successful_attribute_write",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.owns",
"target_type": "entity.automobile",
"entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"display_name": "owned:automobile:W8HZ5EKT"
},
"recent_referents": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"type_key": "entity.automobile",
"display_name": "owned:automobile:W8HZ5EKT",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "previous_focus",
"salience": 0.433
}
],
"idle_turns": 0
}
=== 2026-09-20T00:48:54.075366Z stage=engine ===
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
pke_request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"path": "ask",
"status": "needs_clarification",
"issues": [
{
"code": "time.insufficient",
"message": "IrQueryTime sem período estruturado"
}
],
"resolved_entity_ids": [],
"clarification_reason": "temporal_range_missing",
"clarification_contract": "clarify.time.range"
}
=== 2026-09-20T00:48:54.159835Z stage=presenter_request ===
request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
conversation_id: 36e43969-ffe2-4911-a35d-d355f4e0da48
operation: clarification
status: needs_clarification
---
{
"user_text": "quando eu troquei o oleo do carro?",
"structured_result": {
"status": "needs_clarification",
"operation": "clarification",
"kind": "clarification",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": "clarify.time.range",
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "owned:automobile:W8HZ5EKT é City City."
},
{
"role": "user",
"text": "hoje eu levei meu carro na oficina"
},
{
"role": "assistant",
"text": "Entendi, você levou seu carro na oficina hoje. Vou lembrar disso."
},
{
"role": "user",
"text": "troque o oleo do meu carro hoje, ele esta com 135 mil km rodados a proxima troca é com 10 mil km"
},
{
"role": "assistant",
"text": "Entendi, você trocou o óleo do seu carro hoje, com 135 mil km rodados, e a próxima troca é aos 10 mil km. Vou lembrar disso."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-20T00:48:55.133271Z stage=presenter_response ===
request_id: req_01M2Y4K39V9G4A72BW8MFKJF5W
client_request_id: 888c9ccd80f286d9287ac34ad3ea60dc
conversation_id: 36e43969-ffe2-4911-a35d-d355f4e0da48
provider_request_id: 74743a45-5197-4268-b7f5-30eaab0aff7f
status: failed
---
{
"text": "Em que período você quer consultar?",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": true,
"latency_ms": 962,
"attempt": 1,
"provider_request_id": "74743a45-5197-4268-b7f5-30eaab0aff7f",
"safe_error_message": "unattested_facts",
"fallback_reason": "malformed_response",
"rejected_text": "Você quer saber a data exata da troca de óleo ou só o período, tipo este mês ou este ano?",
"status": "failed",
"reason": "unattested_facts",
"fallback_template": "needs_clarification",
"structured_result_status": "needs_clarification"
}
