PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913184717_31350205b69a1cb8ee3234911da48f69.log
=== 2026-09-13T21:47:17.374306Z stage=discourse_input ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"conversation_id": "conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-13T21:47:19.129202Z stage=llm_response ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
provider_request_id: eb7efe8e-d0ef-4f79-8f5e-65547170ae34
attempt: 1
model: deepseek-flash
latency_ms: 1733
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha na",
"link_semantics": true,
"subject": null,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"discourse_decision": "new_topic",
"confidence": "high"
}
}
=== 2026-09-13T21:47:19.137519Z stage=normalize ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha na",
"link_semantics": true,
"subject": null,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"discourse_decision": "new_topic",
"confidence": "high"
}
}
=== 2026-09-13T21:47:21.543648Z stage=llm_response ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
provider_request_id: 7d255302-1d19-4711-8648-0098229dfaf8
attempt: 2
model: deepseek-flash
latency_ms: 2343
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha na",
"link_semantics": true,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-13T21:47:21.550648Z stage=normalize ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha na",
"link_semantics": true,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-13T21:47:21.556785Z stage=proposal ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
ir_kind: semantic_query
---
{
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "trabalha na",
"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"
}
=== 2026-09-13T21:47:21.556785Z stage=repair ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "quem trabalha na orion?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "trabalha na",
"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"
}
=== 2026-09-13T21:47:21.556785Z stage=assessment ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
---
{
"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"
]
}
=== 2026-09-13T21:47:21.576396Z stage=relation_resolution_input ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"stage": "relation_resolution_input",
"expression": "trabalha na",
"alias_key": "trabalha_na",
"source_type": "person",
"target_type": "organization",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T21:47:21.581556Z stage=relation_alias_lookup ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"stage": "relation_alias_lookup",
"expression": "trabalha na",
"result": "match",
"canonical_relation": "relation.employed_by",
"source": "core"
}
=== 2026-09-13T21:47:21.586724Z stage=relation_resolution_cache_hit ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "trabalha_na",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-13T21:47:21.592724Z stage=relation_resolution_cache_hit ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "trabalha_na",
"source_type": "person",
"target_type": "organization",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-13T21:47:21.597724Z stage=query_resolution ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
---
{
"status": "resolved",
"primitive": "relation",
"notes": []
}
=== 2026-09-13T21:47:21.601698Z stage=canonical ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
user_text: quem trabalha na orion?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.employed_by", "relation_resolution_source=core", "relation_resolution_stage=core_lemma", "relation_resolution_cache_hit"]
relation_type: relation.employed_by
---
{
"intent": "query",
"raw_input": "quem trabalha na orion?",
"query": {
"intent": "relation",
"entities": [
{
"text": "quem",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class"
},
{
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"entity_association": "relation_subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [
{
"key": "relation.employed_by"
}
],
"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"
}
=== 2026-09-13T21:47:21.608145Z stage=discourse_resolution ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": []
}
=== 2026-09-13T21:47:21.656656Z stage=entity_resolution ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"resolutions": [
{
"reference": {
"text": "Orion",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"notes": [
"named_exact_match"
]
}
],
"count": 1
}
=== 2026-09-13T21:47:21.676387Z stage=discourse_update ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
interpreter_request_id: d91d7d5d-0433-45ce-94a9-1583ae1bcbc1
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"previous_focus": [],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "successful_query",
"active_focus": {
"primitive": "relation",
"relation_type": null,
"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
}
],
"idle_turns": 0
}
=== 2026-09-13T21:47:21.680417Z stage=engine ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
pke_request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
conversation_id: conv_01M2EBRRDHYE2GXS4CZ9Q4TP9M
---
{
"path": "ask",
"status": "no_results",
"issues": [],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"answer_kind": "absence",
"result": {
"relation_answer": "no"
}
}
=== 2026-09-13T21:47:21.713296Z stage=response_projection ===
client_request_id: 31350205b69a1cb8ee3234911da48f69
request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
status: no_results
---
{
"source_status": "no_results",
"source_kind": "absence",
"projected_status": "no_results",
"projected_kind": "absence"
}
=== 2026-09-13T21:47:21.756986Z stage=presenter_request ===
request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
client_request_id: 31350205b69a1cb8ee3234911da48f69
conversation_id: ca7db666-e816-4113-a129-d303875e5a72
user_message_id: msg_01M2EBT9ZBECJC2ZN042GMEKND
operation: knowledge_query
status: no_results
---
{
"user_text": "quem trabalha na orion?",
"structured_result": {
"status": "no_results",
"operation": "knowledge_query",
"kind": "absence",
"value": "Orion",
"values": [],
"relation_answer": null,
"matched_entities": [
"Orion"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": {
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"name": "Orion"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T21:47:22.716708Z stage=presenter_response ===
request_id: req_01M2EBT9ZQAMD722YV137KZDBQ
client_request_id: 31350205b69a1cb8ee3234911da48f69
conversation_id: ca7db666-e816-4113-a129-d303875e5a72
user_message_id: msg_01M2EBT9ZBECJC2ZN042GMEKND
provider_request_id: 73a9f800-895d-47f6-9ad7-7b7bf61af501
status: ok
---
{
"text": "Ainda não sei quem trabalha na Orion.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 947,
"attempt": 1,
"provider_request_id": "73a9f800-895d-47f6-9ad7-7b7bf61af501",
"status": "ok"
}
