PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919183448_1e606644c58ee5e7393709ba16a3c194.log
=== 2026-09-19T21:34:48.584208Z stage=discourse_input ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"conversation_id": "conv_01M2XSAASRY5XQY8223DAMT4E3",
"active_focus": {
"primitive": "query",
"relation_type": null,
"target_type": "entity.organization",
"entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
],
"display_name": "Unifor"
},
"recent_referents": [
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
],
"pending_intent": null
}
=== 2026-09-19T21:34:50.247229Z stage=llm_response ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
provider_request_id: 589da3b5-06e7-4444-b973-a05a3268932f
attempt: 1
model: deepseek-flash
latency_ms: 1656
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual curso é faço na unifor?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
},
"relation_expression": "estuda na",
"link_semantics": true,
"attribute_expression": "curso",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"domain_hints": [
"education"
],
"confidence": 0.9
}
}
=== 2026-09-19T21:34:50.253621Z stage=normalize ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual curso é faço na unifor?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
},
"relation_expression": "estuda na",
"link_semantics": true,
"attribute_expression": "curso",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"domain_hints": [
"education"
],
"confidence": 0.9
}
}
=== 2026-09-19T21:34:50.260252Z stage=proposal ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
ir_kind: semantic_query
---
{
"raw_input": "qual curso é faço na unifor?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"confidence": 1.0
}
],
"relation_expression": "estuda na",
"attribute_expression": "curso",
"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": [
"education"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:34:50.269342Z stage=repair ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "qual curso é faço na unifor?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"confidence": 1.0
}
],
"relation_expression": "estuda na",
"attribute_expression": "curso",
"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": [
"education"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:34:50.275761Z stage=assessment ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
---
{
"status": "actionable",
"routed_primitive": "attribute",
"decision_source": "primitive_hint",
"evidence": [
"stable_property_semantics",
"primitive_hint:attribute"
],
"ignored_fallbacks": [
"relation_expression"
],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"competing semantic flags — primitive_hint coherent → attribute"
]
}
=== 2026-09-19T21:34:50.285940Z stage=query_resolution ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
---
{
"status": "insufficient",
"primitive": "attribute",
"notes": [
"attribute_dimension_unresolved"
]
}
=== 2026-09-19T21:34:50.293032Z stage=canonical ===
client_request_id: 1e606644c58ee5e7393709ba16a3c194
pke_request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
interpreter_request_id: 7bb8ed04-54d2-4ae9-9c93-938d7163e726
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso é faço na unifor?
wire_stage: unresolved
failure_stage: CONCEPT_RESOLUTION
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
null
=== 2026-09-19T21:34:50.357201Z stage=presenter_request ===
request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
client_request_id: 1e606644c58ee5e7393709ba16a3c194
conversation_id: c98889ca-ca86-4c63-8506-b5099b9c15cb
user_message_id: msg_01M2XSFRQJRTYVWF4ZV2V5VD1Q
operation: none
status: unsupported
---
{
"user_text": "qual curso é faço na unifor?",
"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": "Não consegui entender o que você quis perguntar com isso."
},
{
"role": "user",
"text": "o que eu estudo na unifor?"
},
{
"role": "assistant",
"text": "__principal__."
},
{
"role": "user",
"text": "qual meu nivel de ensino?"
},
{
"role": "assistant",
"text": "Não entendi bem o que você quer saber com essa pergunta."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T21:34:51.387116Z stage=presenter_response ===
request_id: req_01M2XSFRQYH9PY98V7E9FZ67DG
client_request_id: 1e606644c58ee5e7393709ba16a3c194
conversation_id: c98889ca-ca86-4c63-8506-b5099b9c15cb
user_message_id: msg_01M2XSFRQJRTYVWF4ZV2V5VD1Q
provider_request_id: 5d02a408-f0d0-4098-9ac8-70ce5380458f
status: ok
---
{
"text": "Não entendi bem o que você quer saber com essa pergunta.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1010,
"attempt": 1,
"provider_request_id": "5d02a408-f0d0-4098-9ac8-70ce5380458f",
"status": "ok"
}