PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912154702_c4fb67f33db599700da725aa995a5c86.log
=== 2026-09-12T18:47:02.516894Z stage=llm_response ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
provider_request_id: b5ac9424-b8f4-4d35-a473-0c3b9801cf99
attempt: 1
model: deepseek-flash
latency_ms: 1764
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"classification_semantics": true,
"attribute_expression": "city",
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
{
"text": "city",
"kind_hint": "vehicle",
"class_hint": "city"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "city",
"predicate": "is_a",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-12T18:47:02.520146Z stage=normalize ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"classification_semantics": true,
"attribute_expression": "city",
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
{
"text": "city",
"kind_hint": "vehicle",
"class_hint": "city"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "city",
"predicate": "is_a",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-12T18:47:02.523583Z stage=proposal ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
ir_kind: semantic_proposal
---
{
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "city",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "city",
"confidence": 1.0
}
],
"attribute_expression": "city",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": true,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "is_a",
"class_hint": "city",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T18:47:02.528581Z stage=repair ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
utterance_kind: assert
primitive_hint: attribute
repairs_applied: ["vehicle_attribute_repair"]
---
{
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "city",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "city",
"confidence": 1.0
}
],
"attribute_expression": "city",
"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": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "is_a",
"class_hint": "city",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T18:47:02.533580Z stage=claims ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
---
{
"claims": [
{
"claim_id": "c1",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro",
"predicate": "is_a",
"class": "city"
}
]
}
=== 2026-09-12T18:47:02.536586Z stage=assessment ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"stable property → ATTRIBUTE"
]
}
=== 2026-09-12T18:47:02.541581Z stage=canonical ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
user_text: meu carro é um city
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_execution_incomplete
execution_reasons: ["unsupported_attribute_dimension"]
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "none",
"raw_input": "meu carro é um city",
"domains": [],
"entities_mentioned": [
{
"text": "carro",
"type_hint": {
"key": "entity.learned.city"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "city",
"type_hint": {
"key": "entity.learned.city"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"additional_attributes": [],
"additional_measurements": [],
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 1,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": []
}
}
=== 2026-09-12T18:47:02.561580Z stage=entity_resolution ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
interpreter_request_id: 93eba351-d057-459e-b30c-2646d59cb83e
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
---
{
"resolutions": [
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.learned.city"
},
"strategy": "owned_entity_by_type",
"outcome": "no_match",
"candidate_count": 0,
"candidates": [],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns",
"clarification_reason": "possessive_no_match"
},
{
"reference": {
"text": "city",
"reference_kind": "named",
"type_hint": "entity.learned.city"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2B5PP1WKRX17MWSY6BKTNQ9",
"canonical_name": "City",
"type": "entity.automobile",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2B5PP1WKRX17MWSY6BKTNQ9"
],
"notes": [
"named_match_with_nonbinding_type_hint",
"type_hint_mismatch"
]
}
],
"count": 2
}
=== 2026-09-12T18:47:02.563579Z stage=engine ===
client_request_id: c4fb67f33db599700da725aa995a5c86
pke_request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
conversation_id: conv_01M2BF3FSN3HY6APHF3H7DKZZZ
---
{
"path": "ingest",
"status": "rejected",
"is_correction": false,
"issues": [
{
"code": "entity.contextual_unresolved",
"message": "referência contextual essencial não resolvida"
}
],
"bound_entity_ids": []
}
=== 2026-09-12T18:47:02.625582Z stage=presenter_request ===
request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
client_request_id: c4fb67f33db599700da725aa995a5c86
conversation_id: 50a02e44-b58b-45d2-9c47-61bf1ae97f33
user_message_id: msg_01M2BF3FVT0JDAPRWG8NSJK7Y8
operation: knowledge_write
status: unsupported
---
{
"user_text": "meu carro é um city",
"structured_result": {
"status": "unsupported",
"operation": "knowledge_write",
"kind": "write",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T18:47:02.661711Z stage=presenter_response ===
request_id: req_01M2BF3FWAE00XG6AB78ZBMVF1
client_request_id: c4fb67f33db599700da725aa995a5c86
conversation_id: 50a02e44-b58b-45d2-9c47-61bf1ae97f33
user_message_id: msg_01M2BF3FVT0JDAPRWG8NSJK7Y8
status: failed
---
{
"text": "Ainda não consigo registrar isso com segurança.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 30,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "unsupported"
}