PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184318_8a6518fb3bd425f942ffff10bd815125.log
=== 2026-09-12T21:43:18.853446Z stage=llm_response ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
provider_request_id: 6ce03a27-eff9-4d8f-9e78-de20b8dc4e5c
attempt: 1
model: deepseek-flash
latency_ms: 1687
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual a marca do atlas?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named"
},
"object": null,
"attribute_expression": "marca",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-12T21:43:18.862088Z stage=normalize ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual a marca do atlas?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named"
},
"object": null,
"attribute_expression": "marca",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-12T21:43:18.878698Z stage=proposal ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
ir_kind: semantic_query
---
{
"raw_input": "qual a marca do atlas?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"confidence": 1.0
}
],
"attribute_expression": "marca",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false
}
=== 2026-09-12T21:43:18.888583Z stage=repair ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "qual a marca do atlas?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"confidence": 1.0
}
],
"attribute_expression": "marca",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false
}
=== 2026-09-12T21:43:18.894486Z stage=assessment ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"stable property query → ATTRIBUTE"
]
}
=== 2026-09-12T21:43:18.898541Z stage=query_resolution ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": [
"attribute_query"
]
}
=== 2026-09-12T21:43:18.903708Z stage=canonical ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: qual a marca do atlas?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "query",
"raw_input": "qual a marca do atlas?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "Atlas",
"type_hint": {
"key": "entity.thing"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"attribute_dimension_key": "brand",
"attribute_query_mode": "value_lookup",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
}
}
=== 2026-09-12T21:43:18.918556Z stage=entity_resolution ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
interpreter_request_id: 49b67625-6035-4d4d-82b0-749aadff41f1
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"resolutions": [
{
"reference": {
"text": "Atlas",
"reference_kind": "named",
"type_hint": "entity.thing"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2BS2GQEXPQ663CV5YS98SEF",
"canonical_name": "Atlas",
"type": "entity.thing",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2BS2GQEXPQ663CV5YS98SEF"
],
"notes": [
"named_exact_match"
]
}
],
"count": 1
}
=== 2026-09-12T21:43:18.928543Z stage=engine ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
pke_request_id: req_01M2BS68D543YYHMTZH7JT5F2H
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2BS2GQEXPQ663CV5YS98SEF"
],
"answer_kind": "attribute",
"result": {
"dimension": "brand",
"status": "known_single",
"value": "Lenovo"
},
"value": "Lenovo",
"dimension": "brand"
}
=== 2026-09-12T21:43:18.954306Z stage=response_projection ===
client_request_id: 8a6518fb3bd425f942ffff10bd815125
request_id: req_01M2BS68D543YYHMTZH7JT5F2H
status: answered
---
{
"source_status": "answered",
"source_kind": "attribute",
"projected_status": "answered",
"projected_kind": "attribute",
"value": "Lenovo",
"dimension": "brand",
"source_value": "Lenovo"
}
=== 2026-09-12T21:43:18.998322Z stage=presenter_request ===
request_id: req_01M2BS68D543YYHMTZH7JT5F2H
client_request_id: 8a6518fb3bd425f942ffff10bd815125
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS68CNCYMCJYEZKFAJHZRP
operation: knowledge_query
status: answered
---
{
"user_text": "qual a marca do atlas?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "Atlas",
"values": [
"Lenovo"
],
"relation_answer": null,
"matched_entities": [
"Atlas"
],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:43:19.048386Z stage=presenter_response ===
request_id: req_01M2BS68D543YYHMTZH7JT5F2H
client_request_id: 8a6518fb3bd425f942ffff10bd815125
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS68CNCYMCJYEZKFAJHZRP
status: failed
---
{
"text": "Atlas: Lenovo.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 50,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "answered"
}