PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919183227_9fc7547e13e932af6397162312210dd1.log
=== 2026-09-19T21:32:27.549073Z stage=discourse_input ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"conversation_id": "conv_01M2XSAASRY5XQY8223DAMT4E3",
"active_focus": {
"primitive": "relation",
"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
}
=== 2026-09-19T21:32:29.105218Z stage=llm_response ===
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
provider_request_id: e00ab90d-f0e8-4e31-b9d6-edcfaf418b27
attempt: 1
model: deepseek-flash
latency_ms: 1546
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual curso eu estudo na unifor?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
},
"relation_expression": "studies at",
"link_semantics": true,
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.9
}
}
=== 2026-09-19T21:32:29.116541Z stage=normalize ===
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual curso eu estudo na unifor?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
},
"relation_expression": "studies at",
"link_semantics": true,
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Unifor",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2EC1QP594DJS3742ME28KTY"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.9
}
}
=== 2026-09-19T21:32:29.124765Z stage=proposal ===
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
ir_kind: semantic_query
---
{
"raw_input": "qual curso eu estudo na unifor?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"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": "studies at",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:32:29.133013Z stage=repair ===
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pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "qual curso eu estudo na unifor?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"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": "studies at",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:32:29.139020Z stage=assessment ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "semantic_flags",
"evidence": [
"link_semantics"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"link semantics → RELATION"
]
}
=== 2026-09-19T21:32:29.148193Z stage=relation_resolution_input ===
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"stage": "relation_resolution_input",
"expression": "studies at",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-19T21:32:29.154395Z stage=relation_alias_lookup ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"stage": "relation_alias_lookup",
"expression": "studies at",
"result": "canonical",
"canonical_relation": "relation.studies_at",
"swap_endpoints": false,
"source": "core"
}
=== 2026-09-19T21:32:29.162142Z stage=relation_resolution_cache_hit ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-19T21:32:29.169499Z stage=relation_resolution_cache_hit ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-19T21:32:29.174968Z stage=query_resolution ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
---
{
"status": "resolved",
"primitive": "relation",
"notes": []
}
=== 2026-09-19T21:32:29.182587Z stage=canonical ===
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conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
user_text: qual curso eu estudo na unifor?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.studies_at", "relation_resolution_source=core", "relation_resolution_stage=canonical", "relation_resolution_cache_hit"]
relation_type: relation.studies_at
---
{
"intent": "query",
"raw_input": "qual curso eu estudo na unifor?",
"query": {
"intent": "relation",
"entities": [
{
"text": "self",
"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"
}
],
"entity_association": "relation_subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [
{
"key": "relation.studies_at"
}
],
"relation_scope": "current",
"relation_query_kind": "current_boolean",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "continue"
}
=== 2026-09-19T21:32:29.190163Z stage=discourse_resolution ===
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interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
]
}
=== 2026-09-19T21:32:29.216613Z stage=entity_resolution ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"resolutions": [
{
"reference": {
"text": "self",
"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"
]
}
],
"count": 2
}
=== 2026-09-19T21:32:29.240388Z stage=discourse_update ===
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interpreter_request_id: 13d706f9-0772-4266-9e0d-21a892c838ab
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"previous_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"new_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"reason": "successful_query",
"active_focus": {
"primitive": "relation",
"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
}
],
"idle_turns": 0
}
=== 2026-09-19T21:32:29.248082Z stage=engine ===
client_request_id: 9fc7547e13e932af6397162312210dd1
pke_request_id: req_01M2XSBF0HGZMDTABD6W83510J
conversation_id: conv_01M2XSAASRY5XQY8223DAMT4E3
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"01M2EC1QP594DJS3742ME28KTY"
],
"answer_kind": "relation",
"result": {
"relation_answer": "yes"
}
}
=== 2026-09-19T21:32:29.301519Z stage=response_projection ===
client_request_id: 9fc7547e13e932af6397162312210dd1
request_id: req_01M2XSBF0HGZMDTABD6W83510J
status: answered
---
{
"source_status": "answered",
"source_kind": "relation",
"projected_status": "answered",
"projected_kind": "relation",
"relation_answer": "yes"
}
=== 2026-09-19T21:32:29.357550Z stage=presenter_request ===
request_id: req_01M2XSBF0HGZMDTABD6W83510J
client_request_id: 9fc7547e13e932af6397162312210dd1
conversation_id: c98889ca-ca86-4c63-8506-b5099b9c15cb
user_message_id: msg_01M2XSBF04Q7Z53FJD96TTJBJ3
operation: knowledge_query
status: answered
---
{
"user_text": "qual curso eu estudo na unifor?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "relation",
"value": "__principal__",
"values": [],
"relation_answer": true,
"matched_entities": [
"__principal__",
"Unifor"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "relação",
"value": "yes"
}
],
"dimension": null,
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"name": "__principal__"
},
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Olá. O que você precisa?"
},
{
"role": "user",
"text": "onde eu estudo?"
},
{
"role": "assistant",
"text": "Você estuda na Unifor."
},
{
"role": "user",
"text": "o que eu estudo?"
},
{
"role": "assistant",
"text": "Não entendi bem o que você quis dizer com \"o que eu estudo\". Pode reformular?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T21:32:30.546777Z stage=presenter_response ===
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user_message_id: msg_01M2XSBF04Q7Z53FJD96TTJBJ3
provider_request_id: f0ff8730-155d-4da5-b11c-ec0cfd3cf9fc
status: ok
---
{
"text": "Você estuda na Unifor, mas o curso específico eu não sei te dizer.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1180,
"attempt": 1,
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"status": "ok"
}
