PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184242_5048d2b6639392879869471c0c0a4341.log
=== 2026-09-12T21:42:42.675717Z stage=llm_response ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
provider_request_id: 768c6bdc-392b-4d7e-97be-03ecd7db533d
attempt: 1
model: deepseek-flash
latency_ms: 2156
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o modelo do atlas é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
"attribute_expression": "modelo",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
{
"text": "ThinkPad T14",
"kind_hint": "thing",
"class_hint": "model"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "intrinsic_property",
"subject": {
"text": "Atlas",
"reference_kind": "named"
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:42:42.675717Z stage=normalize ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o modelo do atlas é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
"attribute_expression": "modelo",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
{
"text": "ThinkPad T14",
"kind_hint": "thing",
"class_hint": "model"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "intrinsic_property",
"subject": {
"text": "Atlas",
"reference_kind": "named"
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:42:42.675717Z stage=proposal ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
ir_kind: semantic_proposal
---
{
"raw_input": "o modelo do atlas é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "ThinkPad T14",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "model",
"confidence": 1.0
}
],
"attribute_expression": "modelo",
"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": [
{
"kind": "intrinsic_property",
"subject": {
"text": "Atlas",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:42:42.675717Z stage=repair ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
utterance_kind: assert
primitive_hint: attribute
---
{
"raw_input": "o modelo do atlas é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "ThinkPad T14",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "model",
"confidence": 1.0
}
],
"attribute_expression": "modelo",
"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": [
{
"kind": "intrinsic_property",
"subject": {
"text": "Atlas",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:42:42.675717Z stage=claims ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
---
{
"claims": [
{
"claim_id": "c1",
"kind": "intrinsic_property",
"origin": "explicit",
"confidence": 1.0,
"subject": "Atlas",
"predicate": "modelo",
"value": "ThinkPad T14"
}
]
}
=== 2026-09-12T21:42:42.691845Z stage=assessment ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"stable property → ATTRIBUTE"
]
}
=== 2026-09-12T21:42:42.691845Z stage=canonical ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo do atlas é ThinkPad T14
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": "o modelo do atlas é ThinkPad T14",
"domains": [],
"entities_mentioned": [
{
"text": "Atlas",
"type_hint": {
"key": "entity.learned.notebook"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "ThinkPad T14",
"type_hint": {
"key": "entity.learned.model"
},
"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": 1,
"notes": [
"unsupported_intrinsic:modelo"
]
}
}
=== 2026-09-12T21:42:42.691845Z stage=entity_resolution ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"resolutions": [
{
"reference": {
"text": "Atlas",
"reference_kind": "named",
"type_hint": "entity.learned.notebook"
},
"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_match_with_nonbinding_type_hint",
"type_hint_mismatch"
]
},
{
"reference": {
"text": "ThinkPad T14",
"reference_kind": "named",
"type_hint": "entity.learned.model"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "ThinkPad T14",
"create_type": "entity.learned.model"
}
],
"count": 2
}
=== 2026-09-12T21:42:42.714701Z stage=materialization ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
interpreter_request_id: a346341d-b020-4239-b484-a122d9ad03d9
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"entities_created": [
{
"entity_id": "01M2BS56R3VRVKS218YTRH96ZC",
"canonical_name": "ThinkPad T14",
"type": "entity.learned.model"
}
],
"entities_reused": [
{
"entity_id": "01M2BS2GQEXPQ663CV5YS98SEF",
"canonical_name": "Atlas",
"type": "entity.thing"
}
],
"relations_created": [],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"status": "committed",
"materialized_as": {
"kind": "entity",
"entity_id": "01M2BS56R3VRVKS218YTRH96ZC"
}
},
{
"status": "deferred",
"reason": "unsupported_claim_kind"
}
],
"claim_tally": {
"received": 1,
"valid": 0,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 1
}
}
=== 2026-09-12T21:42:42.725212Z stage=engine ===
client_request_id: 5048d2b6639392879869471c0c0a4341
pke_request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [
{
"code": "entity.create_pending",
"message": "entidade será criada no commit"
}
],
"bound_entity_ids": [
"01M2BS56R3VRVKS218YTRH96ZC",
"01M2BS2GQEXPQ663CV5YS98SEF"
]
}
=== 2026-09-12T21:42:42.791874Z stage=presenter_request ===
request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
client_request_id: 5048d2b6639392879869471c0c0a4341
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS54KRBJGJAP77MDRJVPFK
operation: knowledge_write
status: committed
---
{
"user_text": "o modelo do atlas é ThinkPad T14",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:42:42.808735Z stage=presenter_response ===
request_id: req_01M2BS54KR3M25Y7WQCYKABC6Y
client_request_id: 5048d2b6639392879869471c0c0a4341
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS54KRBJGJAP77MDRJVPFK
status: failed
---
{
"text": "Entendi.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 23,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "committed"
}