PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184159_6f5a81e3dc88e99a19e17cb96cdde096.log
=== 2026-09-12T21:41:59.662141Z stage=llm_response ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
provider_request_id: 77d4eb2c-14e9-416f-8b1f-5e1920c0c56d
attempt: 1
model: deepseek-flash
latency_ms: 1687
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o modelo dele é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
"attribute_expression": "modelo",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
{
"text": "ThinkPad T14",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"origin": "explicit"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.85
}
}
=== 2026-09-12T21:41:59.678895Z stage=normalize ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "o modelo dele é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
"attribute_expression": "modelo",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
{
"text": "ThinkPad T14",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"class_hint": "notebook",
"reference_kind": "contextual"
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"origin": "explicit"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.85
}
}
=== 2026-09-12T21:41:59.693021Z stage=proposal ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
ir_kind: semantic_proposal
---
{
"raw_input": "o modelo dele é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "ThinkPad T14",
"reference_kind": "named",
"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": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:41:59.693021Z stage=repair ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
utterance_kind: assert
primitive_hint: attribute
---
{
"raw_input": "o modelo dele é ThinkPad T14",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
{
"text": "ThinkPad T14",
"reference_kind": "named",
"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": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "attribute",
"subject": {
"text": "Atlas",
"kind_hint": "thing",
"reference_kind": "contextual",
"class_hint": "notebook",
"confidence": 1.0
},
"predicate": "modelo",
"value_text": "ThinkPad T14",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:41:59.693021Z stage=claims ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
---
{
"claims": [
{
"claim_id": "c1",
"kind": "attribute",
"origin": "explicit",
"confidence": 1.0,
"subject": "Atlas",
"predicate": "modelo",
"value": "ThinkPad T14"
}
]
}
=== 2026-09-12T21:41:59.709512Z stage=assessment ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele é ThinkPad T14
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"stable property → ATTRIBUTE"
]
}
=== 2026-09-12T21:41:59.709512Z stage=canonical ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: o modelo dele 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": "record_attribute",
"raw_input": "o modelo dele é ThinkPad T14",
"domains": [],
"entities_mentioned": [
{
"text": "Atlas",
"type_hint": {
"key": "entity.learned.notebook"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "ThinkPad T14",
"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": "contextual"
},
"dimension_key": "model",
"value_kind": "text",
"text_value": "ThinkPad T14",
"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": []
}
}
=== 2026-09-12T21:41:59.709512Z stage=entity_resolution ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
interpreter_request_id: 7a50a135-294b-40fe-8e6c-2fb5f7554bd0
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"resolutions": [
{
"reference": {
"text": "Atlas",
"reference_kind": "contextual",
"type_hint": "entity.learned.notebook"
},
"strategy": "contextual_reference",
"outcome": "no_match",
"candidate_count": 0,
"candidates": [],
"clarification_reason": "no_contextual_candidate"
},
{
"reference": {
"text": "ThinkPad T14",
"reference_kind": "named"
},
"strategy": "named_identity_primary",
"outcome": "unresolved",
"candidate_count": 0,
"candidates": [],
"clarification_reason": "no_candidate_without_type"
}
],
"count": 2
}
=== 2026-09-12T21:41:59.726193Z stage=engine ===
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
pke_request_id: req_01M2BS3V2MND25PN3GZM86V31J
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"path": "ingest",
"status": "rejected",
"is_correction": false,
"issues": [
{
"code": "entity.contextual_unresolved",
"message": "referência contextual essencial não resolvida"
}
],
"bound_entity_ids": []
}
=== 2026-09-12T21:41:59.774626Z stage=presenter_request ===
request_id: req_01M2BS3V2MND25PN3GZM86V31J
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS3V2B8M1GDWKJTYJDB9KW
operation: knowledge_write
status: unsupported
---
{
"user_text": "o modelo dele é ThinkPad T14",
"structured_result": {
"status": "unsupported",
"operation": "knowledge_write",
"kind": "write",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:41:59.809716Z stage=presenter_response ===
request_id: req_01M2BS3V2MND25PN3GZM86V31J
client_request_id: 6f5a81e3dc88e99a19e17cb96cdde096
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS3V2B8M1GDWKJTYJDB9KW
status: failed
---
{
"text": "Ainda não consigo registrar isso com segurança.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 23,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "unsupported"
}