PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919182425_bb7da72d8d9a54774c4a8edd3010f811.log
=== 2026-09-19T21:24:25.322860Z stage=discourse_input ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"conversation_id": "conv_01M2XRV3XWDT21PDWJ5ATPFN4E",
"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
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.6
}
],
"allowed_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY",
"01M2B33EC2QNC9PZGG784ET9VK"
],
"pending_intent": null
}
=== 2026-09-19T21:24:26.917674Z stage=llm_response ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
provider_request_id: 64d02fae-7433-4499-9ce8-6743950477b4
attempt: 1
model: deepseek-flash
latency_ms: 1547
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "organização onde estuda",
"reference_kind": "class",
"kind_hint": "organization"
},
"relation_expression": "studies at",
"link_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-19T21:24:26.945169Z stage=normalize ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "organização onde estuda",
"reference_kind": "class",
"kind_hint": "organization"
},
"relation_expression": "studies at",
"link_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-19T21:24:26.971839Z stage=proposal ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
ir_kind: semantic_query
---
{
"raw_input": "onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "organização onde estuda",
"kind_hint": "organization",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"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": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:24:27.001351Z stage=repair ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "organização onde estuda",
"kind_hint": "organization",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"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": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T21:24:27.030570Z stage=assessment ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
---
{
"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"
]
}
=== 2026-09-19T21:24:27.049923Z stage=relation_resolution_input ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_input",
"expression": "studies at",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-19T21:24:27.060765Z stage=relation_alias_lookup ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_alias_lookup",
"expression": "studies at",
"result": "canonical",
"canonical_relation": "relation.studies_at",
"swap_endpoints": false,
"source": "core"
}
=== 2026-09-19T21:24:27.069332Z stage=relation_resolution_cache_hit ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-19T21:24:27.077134Z stage=relation_resolution_cache_hit ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "studies_at",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-19T21:24:27.083313Z stage=query_resolution ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
---
{
"status": "resolved",
"primitive": "relation",
"notes": [
"relation_resolved=relation.studies_at",
"relation_resolution_source=core",
"relation_resolution_stage=canonical",
"relation_resolution_cache_hit",
"relation_class_constraint"
]
}
=== 2026-09-19T21:24:27.089829Z stage=canonical ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: onde eu estudo?
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": "onde eu estudo?",
"query": {
"intent": "relation",
"entities": [
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "organização onde estuda",
"type_hint": {
"key": "entity.organization"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class"
}
],
"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"
}
=== 2026-09-19T21:24:27.097599Z stage=discourse_resolution ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": []
}
=== 2026-09-19T21:24:27.122339Z stage=entity_resolution ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"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"
]
}
],
"count": 1
}
=== 2026-09-19T21:24:27.147661Z stage=discourse_update ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
interpreter_request_id: 284b4211-28f7-4b94-81a0-1c6160113f89
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"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
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.51
}
],
"idle_turns": 0
}
=== 2026-09-19T21:24:27.154829Z stage=engine ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
pke_request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"answer_kind": "relation",
"result": {
"relation_answer": "yes"
}
}
=== 2026-09-19T21:24:27.207808Z stage=response_projection ===
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
status: answered
---
{
"source_status": "answered",
"source_kind": "relation",
"projected_status": "answered",
"projected_kind": "relation",
"relation_answer": "yes"
}
=== 2026-09-19T21:24:27.262556Z stage=presenter_request ===
request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
conversation_id: a9aecc65-d565-49cc-be90-56b23089b04a
user_message_id: msg_01M2XRWR2PRMH9ZS03BY1D2FRD
operation: knowledge_query
status: answered
---
{
"user_text": "onde eu estudo?",
"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": "A Luna pesa 4 kg."
},
{
"role": "user",
"text": "eu estudo?"
},
{
"role": "assistant",
"text": "Não sei te dizer se você estuda."
},
{
"role": "user",
"text": "eu estudo na unifor"
},
{
"role": "assistant",
"text": "Entendi, você estuda na Unifor. Vou lembrar disso."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T21:24:28.200682Z stage=presenter_response ===
request_id: req_01M2XRWR33M3ZJFEJCKBVB932D
client_request_id: bb7da72d8d9a54774c4a8edd3010f811
conversation_id: a9aecc65-d565-49cc-be90-56b23089b04a
user_message_id: msg_01M2XRWR2PRMH9ZS03BY1D2FRD
provider_request_id: 52d85ca4-45af-43f0-bb67-0bba544167e9
status: ok
---
{
"text": "Você estuda na Unifor.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 920,
"attempt": 1,
"provider_request_id": "52d85ca4-45af-43f0-bb67-0bba544167e9",
"status": "ok"
}
