PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184134_6d7a189d219193651d8f1367a14baffd.log
=== 2026-09-12T21:41:34.549160Z stage=llm_response ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
provider_request_id: c2764a4b-79a8-4e6b-af62-2e135d854ba1
attempt: 1
model: deepseek-flash
latency_ms: 1985
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o Atlas é da Lenovo",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
"object": {
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named"
},
"attribute_expression": "brand",
"stable_property_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
{
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas"
},
"predicate": "brand",
"value_text": "Lenovo",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:41:34.549160Z stage=normalize ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o Atlas é da Lenovo",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
"object": {
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named"
},
"attribute_expression": "brand",
"stable_property_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "named"
},
{
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas"
},
"predicate": "brand",
"value_text": "Lenovo",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:41:34.561841Z stage=proposal ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
ir_kind: semantic_proposal
---
{
"raw_input": "o Atlas é da Lenovo",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
"object": {
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"attribute_expression": "brand",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "brand",
"value_text": "Lenovo",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:41:34.561841Z stage=repair ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
utterance_kind: assert
primitive_hint: attribute
---
{
"raw_input": "o Atlas é da Lenovo",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
"object": {
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "Lenovo",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
}
],
"attribute_expression": "brand",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "brand",
"value_text": "Lenovo",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:41:34.561841Z stage=claims ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
---
{
"claims": [
{
"claim_id": "c1",
"kind": "attribute",
"origin": "explicit",
"confidence": 1.0,
"subject": "Atlas",
"predicate": "brand",
"value": "Lenovo"
}
]
}
=== 2026-09-12T21:41:34.578413Z stage=assessment ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
---
{
"status": "actionable",
"routed_primitive": "relation",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"link semantics → RELATION"
]
}
=== 2026-09-12T21:41:34.578413Z stage=canonical ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o Atlas é da Lenovo
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_execution_incomplete
execution_reasons: ["missing_relation_identity"]
primitive: relation
concepts_status: unresolved
concepts_notes: ["no alias match"]
---
{
"intent": "record_attribute",
"raw_input": "o Atlas é da Lenovo",
"domains": [],
"entities_mentioned": [
{
"text": "Atlas",
"type_hint": {
"key": "entity.learned.notebook"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "Lenovo",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"attribute": {
"subject": {
"text": "Atlas",
"type_hint": {
"key": "entity.learned.notebook"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"dimension_key": "brand",
"value_kind": "text",
"text_value": "Lenovo",
"is_current": true,
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_attributes": [],
"additional_measurements": [],
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 1,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": []
}
}
=== 2026-09-12T21:41:34.578413Z stage=entity_resolution ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
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": "Lenovo",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "Lenovo",
"create_type": "entity.organization"
}
],
"count": 2
}
=== 2026-09-12T21:41:34.595038Z stage=materialization ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
interpreter_request_id: 2ddf6249-76af-4349-8db0-f17eeff72b1f
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"entities_created": [
{
"entity_id": "01M2BS347JG50JMASK4HG5M5JX",
"canonical_name": "Lenovo",
"type": "entity.organization"
}
],
"entities_reused": [
{
"entity_id": "01M2BS2GQEXPQ663CV5YS98SEF",
"canonical_name": "Atlas",
"type": "entity.thing"
}
],
"relations_created": [],
"attributes_created": [
{
"attribute_id": "01M2BS3483G8PEN2K1K6VZG14P",
"entity_id": "01M2BS2GQEXPQ663CV5YS98SEF",
"dimension": "brand",
"value": "Lenovo"
}
],
"measurements_created": [],
"claim_results": [
{
"status": "committed",
"materialized_as": {
"kind": "entity",
"entity_id": "01M2BS347JG50JMASK4HG5M5JX"
}
},
{
"status": "committed",
"materialized_as": {
"kind": "attribute",
"attribute_id": "01M2BS3483G8PEN2K1K6VZG14P"
}
}
],
"claim_tally": {
"received": 1,
"valid": 1,
"committed": 2,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-12T21:41:34.619945Z stage=engine ===
client_request_id: 6d7a189d219193651d8f1367a14baffd
pke_request_id: req_01M2BS328DGGTST5B11EAZZ80Q
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": [
"01M2BS347JG50JMASK4HG5M5JX",
"01M2BS2GQEXPQ663CV5YS98SEF"
]
}
=== 2026-09-12T21:41:34.679527Z stage=presenter_request ===
request_id: req_01M2BS328DGGTST5B11EAZZ80Q
client_request_id: 6d7a189d219193651d8f1367a14baffd
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS327WGVD9BN0FBW6EKPGC
operation: knowledge_write
status: committed
---
{
"user_text": "o Atlas é da Lenovo",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:41:34.695819Z stage=presenter_response ===
request_id: req_01M2BS328DGGTST5B11EAZZ80Q
client_request_id: 6d7a189d219193651d8f1367a14baffd
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS327WGVD9BN0FBW6EKPGC
status: failed
---
{
"text": "Entendi.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 24,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "committed"
}
