PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913163752_30f63c9e3dac8d52db47a32424b60bf1.log
=== 2026-09-13T19:37:52.905367Z stage=discourse_input ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"conversation_id": "conv_01M2E4C8RS2E3XNT1XA0VA0GK0",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.employed_by",
"target_type": "entity.organization",
"entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"display_name": "Orion"
},
"recent_referents": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"pending_intent": null
}
=== 2026-09-13T19:37:54.514230Z stage=llm_response ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
provider_request_id: b090ae74-d4ca-4e63-b136-6f9afac3b0e1
attempt: 1
model: deepseek-flash
latency_ms: 1578
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person"
},
"relation_expression": "emprega",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"confidence": 0.9
}
}
=== 2026-09-13T19:37:54.544884Z stage=normalize ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person"
},
"relation_expression": "emprega",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"confidence": 0.9
}
}
=== 2026-09-13T19:37:54.558755Z stage=proposal ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
ir_kind: semantic_query
---
{
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
}
],
"relation_expression": "emprega",
"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"
}
=== 2026-09-13T19:37:54.558755Z stage=repair ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
utterance_kind: query
primitive_hint: relation
repairs_applied: ["class_hint_propagation"]
---
{
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "person",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "person",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
}
],
"relation_expression": "emprega",
"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"
}
=== 2026-09-13T19:37:54.576036Z stage=assessment ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
---
{
"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"
]
}
=== 2026-09-13T19:37:54.576036Z stage=relation_resolution_input ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_resolution_input",
"expression": "emprega",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T19:37:54.592408Z stage=relation_alias_lookup ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_alias_lookup",
"expression": "emprega",
"result": "miss",
"alias_key": "emprega"
}
=== 2026-09-13T19:37:54.592408Z stage=relation_candidate_discovery ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_candidate_discovery",
"expression": "emprega",
"candidates": []
}
=== 2026-09-13T19:37:55.077473Z stage=relation_llm_resolution ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_llm_resolution",
"expression": "emprega",
"result": "error",
"error": "LlmProviderError"
}
=== 2026-09-13T19:37:55.077473Z stage=relation_resolution_input ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_resolution_input",
"expression": "emprega",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T19:37:55.094055Z stage=relation_alias_lookup ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_alias_lookup",
"expression": "emprega",
"result": "miss",
"alias_key": "emprega"
}
=== 2026-09-13T19:37:55.094055Z stage=relation_candidate_discovery ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_candidate_discovery",
"expression": "emprega",
"candidates": []
}
=== 2026-09-13T19:37:55.598222Z stage=relation_llm_resolution ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_llm_resolution",
"expression": "emprega",
"result": "error",
"error": "LlmProviderError"
}
=== 2026-09-13T19:37:55.611222Z stage=relation_resolution_input ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_resolution_input",
"expression": "emprega",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T19:37:55.620059Z stage=relation_alias_lookup ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_alias_lookup",
"expression": "emprega",
"result": "miss",
"alias_key": "emprega"
}
=== 2026-09-13T19:37:55.627768Z stage=relation_candidate_discovery ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_candidate_discovery",
"expression": "emprega",
"candidates": []
}
=== 2026-09-13T19:37:56.135486Z stage=relation_llm_resolution ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_llm_resolution",
"expression": "emprega",
"result": "error",
"error": "LlmProviderError"
}
=== 2026-09-13T19:37:56.162381Z stage=query_resolution ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
---
{
"status": "insufficient",
"primitive": "relation",
"notes": [
"relation_identity_incomplete"
]
}
=== 2026-09-13T19:37:56.179563Z stage=canonical ===
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
pke_request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
interpreter_request_id: 28037b9f-e42b-4ae0-b868-9a4f544cf8f2
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Quem a Orion emprega?
wire_stage: unresolved
failure_stage: CONCEPT_RESOLUTION
execution_reasons: []
primitive: relation
concepts_status: unresolved
concepts_notes: ["llm_resolution_failed", "relation_llm_resolution", "relation_resolution_stage=llm"]
---
null
=== 2026-09-13T19:37:56.262421Z stage=presenter_request ===
request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
conversation_id: 2ebf231a-15a2-491c-b941-55f4dae9013e
user_message_id: msg_01M2E4DBFRH8E73Z33064C7BX2
operation: none
status: unsupported
---
{
"user_text": "Quem a Orion emprega?",
"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
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T19:37:57.444210Z stage=presenter_response ===
request_id: req_01M2E4DBG9K7Z06MTXBKP39P1E
client_request_id: 30f63c9e3dac8d52db47a32424b60bf1
conversation_id: 2ebf231a-15a2-491c-b941-55f4dae9013e
user_message_id: msg_01M2E4DBFRH8E73Z33064C7BX2
provider_request_id: dd1dc4b4-6f36-4594-84dd-fd29c531a348
status: ok
---
{
"text": "Não entendi 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": 1156,
"attempt": 1,
"provider_request_id": "dd1dc4b4-6f36-4594-84dd-fd29c531a348",
"status": "ok"
}