PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184657_be34beae6dc164fac2dfa518aa1bae90.log
=== 2026-09-12T21:46:57.076416Z stage=llm_response ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
provider_request_id: 401d0391-63a3-4932-a08e-f931ae23e534
attempt: 1
model: deepseek-flash
latency_ms: 1860
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu contador se chama angelo",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"relation_expression": "named",
"link_semantics": true,
"entities_mentioned": [
{
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
{
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "entity",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"predicate": "named",
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:46:57.076416Z stage=normalize ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu contador se chama angelo",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"relation_expression": "named",
"link_semantics": true,
"entities_mentioned": [
{
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
{
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "entity",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive"
},
"predicate": "named",
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named"
},
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:46:57.093055Z stage=proposal ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
ir_kind: semantic_proposal
---
{
"raw_input": "meu contador se chama angelo",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "named",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "named",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:46:57.093055Z stage=repair ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
utterance_kind: assert
primitive_hint: relation
repairs_applied: ["slot_align"]
---
{
"raw_input": "meu contador se chama angelo",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "named",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "meu contador",
"kind_hint": "person",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Angelo",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "named",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:46:57.093055Z stage=claims ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "meu contador"
},
{
"claim_id": "c2",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "Angelo"
},
{
"claim_id": "c3",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "meu contador",
"object": "Angelo",
"predicate": "named"
}
]
}
=== 2026-09-12T21:46:57.093055Z stage=assessment ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
---
{
"status": "actionable",
"routed_primitive": "relation",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"link semantics → RELATION"
]
}
=== 2026-09-12T21:46:57.108563Z stage=canonical ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: meu contador se chama angelo
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["learned relation type=relation.learned.named"]
relation_type: relation.learned.named
---
{
"intent": "record_relation",
"raw_input": "meu contador se chama angelo",
"domains": [],
"entities_mentioned": [
{
"text": "contador",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "Angelo",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "meu contador",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
}
],
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.learned.named"
},
"subject": {
"text": "contador",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"object": {
"text": "Angelo",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [
{
"type": {
"key": "relation.learned.named"
},
"subject": {
"text": "meu contador",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"object": {
"text": "Angelo",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
}
],
"missing_hints": [],
"claim_report": {
"received": 3,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": []
}
}
=== 2026-09-12T21:46:57.126516Z stage=entity_resolution ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
interpreter_request_id: fa8cde57-6cab-48f3-a637-4b5524cb1800
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"resolutions": [
{
"reference": {
"text": "contador",
"reference_kind": "possessive",
"type_hint": "entity.person"
},
"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": "Angelo",
"reference_kind": "named",
"type_hint": "entity.person"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "Angelo",
"create_type": "entity.person"
},
{
"reference": {
"text": "meu contador",
"reference_kind": "possessive",
"type_hint": "entity.person"
},
"strategy": "owned_entity_by_type",
"outcome": "no_match",
"candidate_count": 0,
"candidates": [],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns",
"clarification_reason": "possessive_no_match"
}
],
"count": 3
}
=== 2026-09-12T21:46:57.126516Z stage=engine ===
client_request_id: be34beae6dc164fac2dfa518aa1bae90
pke_request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"path": "ingest",
"status": "rejected",
"is_correction": false,
"issues": [
{
"code": "entity.contextual_unresolved",
"message": "referência contextual essencial não resolvida"
},
{
"code": "entity.contextual_unresolved",
"message": "referência contextual essencial não resolvida"
},
{
"code": "entity.create_pending",
"message": "entidade será criada no commit"
}
],
"bound_entity_ids": []
}
=== 2026-09-12T21:46:57.176526Z stage=presenter_request ===
request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
client_request_id: be34beae6dc164fac2dfa518aa1bae90
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BSCXB692A3NEW4RM8EQPZJ
operation: knowledge_write
status: unsupported
---
{
"user_text": "meu contador se chama angelo",
"structured_result": {
"status": "unsupported",
"operation": "knowledge_write",
"kind": "write",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:46:57.209982Z stage=presenter_response ===
request_id: req_01M2BSCXBPB1DA4TG3Q6AAN51H
client_request_id: be34beae6dc164fac2dfa518aa1bae90
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BSCXB692A3NEW4RM8EQPZJ
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"
}
