PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260925120150_50840a16551c26b03bb51f639893a720.log
=== 2026-09-25T15:01:50.985566Z stage=srl_trace ===
client_request_id: 50840a16551c26b03bb51f639893a720
pke_request_id: req_01M3CHCHR96C90PY97E7XRXPAA
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: 50840a16551c26b03bb51f639893a720
---
{
"trace_id": "50840a16551c26b03bb51f639893a720",
"client_request_id": "50840a16551c26b03bb51f639893a720",
"pke_request_id": "req_01M3CHCHR96C90PY97E7XRXPAA",
"guardrails": {
"max_depth": 8,
"max_llm_rounds": 6,
"max_nodes": 64,
"max_children_per_node": 8,
"max_same_concept_visits": 2,
"confidence_threshold": 0.5,
"cycle_detection": true
},
"loop": false
}
=== 2026-09-25T15:01:50.994889Z stage=pending_resolution ===
client_request_id: 50840a16551c26b03bb51f639893a720
pke_request_id: req_01M3CHCHR96C90PY97E7XRXPAA
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: 50840a16551c26b03bb51f639893a720
---
{
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": null,
"status": "awaiting_clarification",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": null,
"resolution_method": null,
"resume_status": "AWAITING_CLARIFICATION",
"match_kind": "NO_MATCH"
}
=== 2026-09-25T15:01:51.010581Z stage=engine ===
client_request_id: 50840a16551c26b03bb51f639893a720
pke_request_id: req_01M3CHCHR96C90PY97E7XRXPAA
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: 50840a16551c26b03bb51f639893a720
---
{
"path": "conversation",
"decision": "ASK_CLARIFICATION",
"source": "SRL",
"delegated": false,
"node_id": "sem_object_01",
"role": "OBJECT",
"gap_kind": "instance",
"reason": "MULTIPLE_INSTANCE_CANDIDATES",
"required_for": "PERSISTENCE",
"question_key": "clarify.entity.automobile",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile"
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile"
}
],
"pending_resolution": {
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": null,
"status": "awaiting_clarification",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": null,
"resolution_method": null,
"resume_status": "AWAITING_CLARIFICATION",
"match_kind": "NO_MATCH"
}
}
=== 2026-09-25T15:01:51.021272Z stage=pending_resolution ===
client_request_id: 50840a16551c26b03bb51f639893a720
pke_request_id: req_01M3CHCHR96C90PY97E7XRXPAA
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: 50840a16551c26b03bb51f639893a720
---
{
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": null,
"status": "awaiting_clarification",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": null,
"resolution_method": null,
"resume_status": "AWAITING_CLARIFICATION",
"match_kind": "NO_MATCH"
}
=== 2026-09-25T15:01:51.085846Z stage=presenter_request ===
request_id: req_01M3CHCHR96C90PY97E7XRXPAA
client_request_id: 50840a16551c26b03bb51f639893a720
conversation_id: bd8acba3-3a43-41de-ba83-7c0f41820201
operation: clarification
status: needs_clarification
---
{
"user_text": "O City.",
"structured_result": {
"status": "needs_clarification",
"operation": "clarification",
"kind": "clarification",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [
"alternativa 1",
"carro"
],
"reason": "clarify.entity.automobile",
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"conversation_context": [
{
"role": "user",
"text": "Hoje eu levei meu carro na oficina."
},
{
"role": "assistant",
"text": "Você quer dizer o seu carro mesmo ou a \"alternativa 1\"?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-25T15:01:52.306604Z stage=presenter_response ===
request_id: req_01M3CHCHR96C90PY97E7XRXPAA
client_request_id: 50840a16551c26b03bb51f639893a720
conversation_id: bd8acba3-3a43-41de-ba83-7c0f41820201
provider_request_id: d2edcbf1-8a6e-47cb-8641-70acc9032a7b
status: ok
---
{
"text": "Você quer dizer o seu carro mesmo ou a \"alternativa 1\"?",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1209,
"attempt": 1,
"provider_request_id": "d2edcbf1-8a6e-47cb-8641-70acc9032a7b",
"status": "ok"
}