PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919183349_7dfed7019bc3f19c55413ce31dcdfe09.log
=== 2026-09-19T21:33:49.487658Z stage=discourse_input ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"conversation_id": "conv_01M2XSAASRY5XQY8223DAMT4E3",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.studies_at",
"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
}
=== 2026-09-19T21:33:51.389663Z stage=llm_response ===
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pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
provider_request_id: 674f3c3c-1334-4067-95b8-42da3b0e78f4
attempt: 1
model: deepseek-flash
latency_ms: 1891
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que eu estudo 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": "estudo na",
"attribute_expression": "*",
"link_semantics": true,
"stable_property_semantics": true,
"discourse_decision": "continue",
"domain_hints": [
"education"
],
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-19T21:33:51.396698Z stage=normalize ===
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pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que eu estudo 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": "estudo na",
"attribute_expression": "*",
"link_semantics": true,
"stable_property_semantics": true,
"discourse_decision": "continue",
"domain_hints": [
"education"
],
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-19T21:33:51.404804Z stage=proposal ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
ir_kind: semantic_query
---
{
"raw_input": "o que eu estudo 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": "estudo na",
"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": [
"education"
],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:33:51.412310Z stage=repair ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "o que eu estudo 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": "estudo na",
"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": [
"education"
],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:33:51.420860Z stage=assessment ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo 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"
]
}
=== 2026-09-19T21:33:51.429495Z stage=query_resolution ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": []
}
=== 2026-09-19T21:33:51.437526Z stage=canonical ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: o que eu estudo na unifor?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "query",
"raw_input": "o que eu estudo na unifor?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "eu",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "Unifor",
"type_hint": {
"key": "entity.organization"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"reference_kind": "named"
},
{
"text": "Unifor",
"type_hint": {
"key": "entity.organization"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY",
"reference_kind": "named"
}
],
"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"
}
=== 2026-09-19T21:33:51.444739Z stage=discourse_resolution ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY",
"01M2EC1QP594DJS3742ME28KTY"
]
}
=== 2026-09-19T21:33:51.472318Z stage=entity_resolution ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"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": "Unifor",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"canonical_name": "Unifor",
"type": "entity.organization",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
]
},
{
"reference": {
"text": "Unifor",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"canonical_name": "Unifor",
"type": "entity.organization",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
]
}
],
"count": 3
}
=== 2026-09-19T21:33:51.505414Z stage=discourse_update ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
interpreter_request_id: 5b58690a-3a26-4885-906d-1a7607b3f4d2
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"previous_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"new_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"reason": "successful_query",
"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
}
],
"idle_turns": 0
}
=== 2026-09-19T21:33:51.512634Z stage=engine ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
pke_request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"01M2EC1QP594DJS3742ME28KTY",
"01M2EC1QP594DJS3742ME28KTY"
],
"answer_kind": "attribute",
"result": {
"status": "known_multiple",
"value": "pós-graduação / MBA"
},
"value": "pós-graduação / MBA"
}
=== 2026-09-19T21:33:51.550965Z stage=response_projection ===
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
status: answered
---
{
"source_status": "answered",
"source_kind": "attribute",
"projected_status": "answered",
"projected_kind": "attribute",
"dimension": "attribute.learned.education_level",
"source_value": "pós-graduação / MBA"
}
=== 2026-09-19T21:33:51.606033Z stage=presenter_request ===
request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
conversation_id: c98889ca-ca86-4c63-8506-b5099b9c15cb
user_message_id: msg_01M2XSDZ0T005BRV5WKB870ZSV
operation: knowledge_query
status: answered
---
{
"user_text": "o que eu estudo na unifor?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "__principal__",
"values": [
"pós-graduação / MBA",
"ciências de dados",
"carlos eduardo"
],
"relation_answer": null,
"matched_entities": [
"__principal__"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "attribute.learned.education_level",
"value": "pós-graduação / MBA"
},
{
"label": "attribute.learned.field_of_study",
"value": "ciências de dados"
},
{
"label": "name",
"value": "carlos eduardo"
}
],
"dimension": "attribute.learned.education_level",
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"name": "__principal__"
},
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Não consegui guardar essa informação sobre o seu MBA."
},
{
"role": "user",
"text": "eu estudo ciencias de dados na unifor"
},
{
"role": "assistant",
"text": "Entendi, você estuda ciências de dados na Unifor. Vou lembrar disso."
},
{
"role": "user",
"text": "o que eu estudo?"
},
{
"role": "assistant",
"text": "Não consegui entender o que você quis perguntar com isso."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T21:33:52.622882Z stage=presenter_response ===
request_id: req_01M2XSDZ18QVTJCR39Y7WM2XQD
client_request_id: 7dfed7019bc3f19c55413ce31dcdfe09
conversation_id: c98889ca-ca86-4c63-8506-b5099b9c15cb
user_message_id: msg_01M2XSDZ0T005BRV5WKB870ZSV
provider_request_id: 87df25e7-67f3-4e32-aec6-e64cf6dc298a
status: failed
---
{
"text": "__principal__.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": true,
"latency_ms": 998,
"attempt": 1,
"provider_request_id": "87df25e7-67f3-4e32-aec6-e64cf6dc298a",
"safe_error_message": "missing_value",
"fallback_reason": "malformed_response",
"rejected_text": "Você estuda ciências de dados na Unifor, dentro de uma pós-graduação/MBA.",
"status": "failed",
"reason": "missing_value",
"fallback_template": "answered",
"structured_result_status": "answered"
}
