PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130657_898e7107f50a2c47ae39189451ee122e.log
=== 2026-09-13T16:06:57.046678Z stage=discourse_input ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"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
},
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "previous_focus",
"salience": 0.51
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2",
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T16:06:58.753074Z stage=llm_response ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
provider_request_id: fe33cf68-5d74-4b5b-94b6-ac4e0204f152
attempt: 1
model: deepseek-flash
latency_ms: 1671
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual empresa o carlos trabalha?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "class"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"confidence": 0.95
}
}
=== 2026-09-13T16:06:58.768412Z stage=normalize ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual empresa o carlos trabalha?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "class"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"confidence": 0.95
}
}
=== 2026-09-13T16:06:58.785059Z stage=proposal ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
ir_kind: semantic_query
---
{
"raw_input": "qual empresa o carlos trabalha?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha em",
"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": 0.95,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T16:06:58.801283Z stage=repair ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "qual empresa o carlos trabalha?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha em",
"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": 0.95,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T16:06:58.817693Z stage=assessment ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
---
{
"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"
]
}
=== 2026-09-13T16:06:58.832600Z stage=query_resolution ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
---
{
"status": "resolved",
"primitive": "relation",
"notes": [
"alias=['employed by', 'trabalha em', 'trabalha na', 'work at', 'works at']",
"relation_class_constraint"
]
}
=== 2026-09-13T16:06:58.833915Z stage=canonical ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: qual empresa o carlos trabalha?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["alias=['employed by', 'trabalha em', 'trabalha na', 'work at', 'works at']"]
relation_type: relation.employed_by
---
{
"intent": "query",
"raw_input": "qual empresa o carlos trabalha?",
"query": {
"intent": "relation",
"entities": [
{
"text": "Carlos",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "empresa",
"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.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": "new_topic"
}
=== 2026-09-13T16:06:58.845343Z stage=discourse_resolution ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T16:06:58.867213Z stage=entity_resolution ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "Carlos",
"reference_kind": "named",
"type_hint": "entity.person"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM"
],
"notes": [
"named_exact_match"
]
}
],
"count": 1
}
=== 2026-09-13T16:06:58.883823Z stage=discourse_update ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
interpreter_request_id: 45348fca-f18a-4014-ae48-8c9d5ed816d6
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "successful_query",
"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
},
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "previous_focus",
"salience": 0.433
}
],
"idle_turns": 0
}
=== 2026-09-13T16:06:58.899423Z stage=engine ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
pke_request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM"
],
"answer_kind": "relation",
"result": {
"relation_answer": "yes"
}
}
=== 2026-09-13T16:06:58.945624Z stage=response_projection ===
client_request_id: 898e7107f50a2c47ae39189451ee122e
request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
status: answered
---
{
"source_status": "answered",
"source_kind": "relation",
"projected_status": "answered",
"projected_kind": "relation",
"relation_answer": "yes"
}
=== 2026-09-13T16:06:58.984775Z stage=presenter_request ===
request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
client_request_id: 898e7107f50a2c47ae39189451ee122e
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DRB487YCTK61CHZ83E0TWD
operation: knowledge_query
status: answered
---
{
"user_text": "qual empresa o carlos trabalha?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "relation",
"value": "Carlos",
"values": [],
"relation_answer": true,
"matched_entities": [
"Carlos",
"Orion"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "relação",
"value": "yes"
}
],
"dimension": null,
"unit": null,
"entity": {
"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"name": "Carlos"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:06:59.034784Z stage=presenter_response ===
request_id: req_01M2DRB48PM4F3Z21FK2X8EK4Y
client_request_id: 898e7107f50a2c47ae39189451ee122e
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DRB487YCTK61CHZ83E0TWD
status: failed
---
{
"text": "Sim.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 47,
"attempt": 1,
"exception_class": "ConnectError",
"safe_error_message": "presenter llm unavailable (ConnectError)",
"fallback_reason": "provider_error",
"status": "failed",
"reason": "presenter llm unavailable (ConnectError)",
"fallback_template": "answered",
"structured_result_status": "answered"
}
