PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260927155912_0a2d9e0ff397ccf9d0eca1a8af31c310.log
=== 2026-09-27T18:59:12.102802Z stage=srl_trace ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
---
{
"trace_id": "0a2d9e0ff397ccf9d0eca1a8af31c310",
"client_request_id": "0a2d9e0ff397ccf9d0eca1a8af31c310",
"pke_request_id": "req_01M3J3RK2TMACAFTKTWHAZRE22",
"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
}
=== 2026-09-27T18:59:12.113436Z stage=discourse_input ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
---
{
"conversation_id": "conv_01M3J3MX5CNMHDCC5CCQDP7QNV",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.owns",
"target_type": "entity.automobile",
"entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2B5PP1RT4F8SC4PK3A61J7W"
],
"display_name": null
},
"recent_referents": [
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"type_key": "entity.automobile",
"display_name": "carro",
"role": "active_focus",
"salience": 1.0
},
{
"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": 0.6
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.51
}
],
"allowed_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2B5PP1RT4F8SC4PK3A61J7W",
"01M2EC1QP594DJS3742ME28KTY",
"01M2B33EC2QNC9PZGG784ET9VK"
],
"pending_intent": null
}
=== 2026-09-27T18:59:13.629261Z stage=llm_response ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que sabe sobre a orion
provider_request_id: 0b7ea646-3cf8-4b49-90ae-0cc6dd15a45f
attempt: 1
model: deepseek-flash
latency_ms: 1500
prompt_tokens: 5999
completion_tokens: 119
total_tokens: 6118
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que sabe sobre a orion",
"utterance_kind": "query",
"primitive_hint": "unknown",
"subject": {
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"object": null,
"participants": [],
"entities_mentioned": [
{
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"confidence": 0.5
}
}
=== 2026-09-27T18:59:13.639423Z stage=normalize ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que sabe sobre a orion
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que sabe sobre a orion",
"utterance_kind": "query",
"primitive_hint": "unknown",
"subject": {
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"object": null,
"participants": [],
"entities_mentioned": [
{
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"confidence": 0.5
}
}
=== 2026-09-27T18:59:13.650425Z stage=proposal ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que sabe sobre a orion
ir_kind: semantic_query
---
{
"raw_input": "o que sabe sobre a orion",
"utterance_kind": "query",
"primitive_hint": "unknown",
"subject": {
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.5,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:59:13.661610Z stage=repair ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que sabe sobre a orion
utterance_kind: query
primitive_hint: unknown
---
{
"raw_input": "o que sabe sobre a orion",
"utterance_kind": "query",
"primitive_hint": "unknown",
"subject": {
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.5,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:59:13.671118Z stage=assessment ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que sabe sobre a orion
---
{
"status": "insufficient",
"routed_primitive": "event",
"decision_source": "legacy_fallback",
"evidence": [],
"ignored_fallbacks": [],
"missing_semantic_roles": [
"semantic_signals"
],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream"
]
}
=== 2026-09-27T18:59:13.682503Z stage=conversation_decision ===
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
pke_request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
interpreter_request_id: 6ccbe0ce-0b67-4b64-b2a4-ad499cbab363
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T18:59:13.750607Z stage=presenter_request ===
request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3RK2EBDZVBXGBKFCWEPSF
operation: none
status: unsupported
---
{
"user_text": "o que sabe sobre a orion",
"structured_result": {
"status": "unsupported",
"operation": "none",
"kind": "interpretation",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Sim, você tem carro."
},
{
"role": "user",
"text": "onde eu trabalho?"
},
{
"role": "assistant",
"text": "Não sei te dizer onde você trabalha."
},
{
"role": "user",
"text": "eu trabalho na M O Martins Solucoes"
},
{
"role": "assistant",
"text": "Você está falando da Acme Tecnologia ou Orion?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T18:59:14.905766Z stage=presenter_response ===
request_id: req_01M3J3RK2TMACAFTKTWHAZRE22
client_request_id: 0a2d9e0ff397ccf9d0eca1a8af31c310
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3RK2EBDZVBXGBKFCWEPSF
provider_request_id: eb1fa941-9ee3-4840-8c8e-7f523aefd499
status: ok
---
{
"text": "Não entendi bem o que você quer saber sobre a Orion. Pode me dizer de outro jeito?",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1145,
"attempt": 1,
"provider_request_id": "eb1fa941-9ee3-4840-8c8e-7f523aefd499",
"status": "ok"
}