PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919215308_c8ca929c88453edebce05b937b456f4c.log
=== 2026-09-20T00:53:08.713438Z stage=discourse_input ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
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
}
=== 2026-09-20T00:53:10.875680Z stage=llm_response ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
provider_request_id: 19aa4253-f67d-4585-9166-4fc6c52f1c87
attempt: 1
model: deepseek-flash
latency_ms: 2141
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"attribute_expression": "*",
"stable_property_semantics": true,
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
},
"relation_expression": "owns",
"link_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-20T00:53:10.883826Z stage=normalize ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"attribute_expression": "*",
"stable_property_semantics": true,
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
},
"relation_expression": "owns",
"link_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-20T00:53:10.894072Z stage=proposal ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
ir_kind: semantic_query
---
{
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "owns",
"attribute_expression": "*",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-20T00:53:10.904359Z stage=repair ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
utterance_kind: query
primitive_hint: attribute
repairs_applied: ["slot_align"]
---
{
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"attribute_expression": "*",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-20T00:53:10.913327Z stage=assessment ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
---
{
"status": "actionable",
"routed_primitive": "attribute",
"decision_source": "semantic_flags",
"evidence": [
"stable_property_semantics"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"stable property query → ATTRIBUTE"
]
}
=== 2026-09-20T00:53:10.925890Z stage=query_resolution ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": []
}
=== 2026-09-20T00:53:10.934089Z stage=canonical ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
user_text: qual o meu carro?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "query",
"raw_input": "qual o meu carro?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"reference_kind": "possessive"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"attribute_query_mode": "snapshot",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "continue"
}
=== 2026-09-20T00:53:10.943305Z stage=discourse_resolution ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
]
}
=== 2026-09-20T00:53:10.970815Z stage=entity_resolution ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"resolutions": [
{
"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": 1
}
=== 2026-09-20T00:53:11.008028Z stage=discourse_update ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
interpreter_request_id: cb35fd58-7fcf-4886-8aa6-4b55dc44c53a
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"previous_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"new_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"reason": "successful_query",
"active_focus": {
"primitive": "query",
"relation_type": null,
"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": 0.368
}
],
"idle_turns": 0
}
=== 2026-09-20T00:53:11.016483Z stage=engine ===
client_request_id: c8ca929c88453edebce05b937b456f4c
pke_request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
conversation_id: conv_01M2Y4DNKSYBQY08GWKR90YZ02
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"answer_kind": "attribute",
"result": {
"status": "known_single",
"value": "City City"
},
"value": "City City"
}
=== 2026-09-20T00:53:11.056809Z stage=response_projection ===
client_request_id: c8ca929c88453edebce05b937b456f4c
request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
status: answered
---
{
"source_status": "answered",
"source_kind": "attribute",
"projected_status": "answered",
"projected_kind": "attribute",
"value": "City City",
"dimension": "brand",
"source_value": "City City"
}
=== 2026-09-20T00:53:11.113810Z stage=presenter_request ===
request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
client_request_id: c8ca929c88453edebce05b937b456f4c
conversation_id: 36e43969-ffe2-4911-a35d-d355f4e0da48
user_message_id: msg_01M2Y4TXYDM9H0QXEDRD0H3TE5
operation: knowledge_query
status: answered
---
{
"user_text": "qual o meu carro?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "City City",
"values": [
"City City"
],
"relation_answer": null,
"matched_entities": [
"owned:automobile:W8HZ5EKT"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "brand",
"value": "City City"
}
],
"dimension": "brand",
"unit": null,
"entity": {
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"name": "owned:automobile:W8HZ5EKT"
},
"claims": null
},
"conversation_context": [
{
"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."
},
{
"role": "user",
"text": "quando eu troquei o oleo do carro?"
},
{
"role": "assistant",
"text": "Em que período você quer consultar?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-20T00:53:11.918618Z stage=presenter_response ===
request_id: req_01M2Y4TXYVWMP8J3AS2B644XS7
client_request_id: c8ca929c88453edebce05b937b456f4c
conversation_id: 36e43969-ffe2-4911-a35d-d355f4e0da48
user_message_id: msg_01M2Y4TXYDM9H0QXEDRD0H3TE5
provider_request_id: bd16c3a4-d7e9-4f11-a3b6-6f03e2318fa2
status: failed
---
{
"text": "owned:automobile:W8HZ5EKT é City City.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": true,
"latency_ms": 794,
"attempt": 1,
"provider_request_id": "bd16c3a4-d7e9-4f11-a3b6-6f03e2318fa2",
"safe_error_message": "missing_value",
"fallback_reason": "malformed_response",
"rejected_text": "Seu carro é um City.",
"status": "failed",
"reason": "missing_value",
"fallback_template": "answered",
"structured_result_status": "answered"
}