PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260925120152_ce630ee57d1816263d649a0d34ff0590.log
=== 2026-09-25T15:01:52.807790Z stage=srl_trace ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"trace_id": "ce630ee57d1816263d649a0d34ff0590",
"client_request_id": "ce630ee57d1816263d649a0d34ff0590",
"pke_request_id": "req_01M3CHCKGY3D1NHFTA0B3YPR28",
"guardrails": {
"max_depth": 8,
"max_llm_rounds": 6,
"max_nodes": 64,
"max_children_per_node": 8,
"max_same_concept_visits": 2,
"confidence_threshold": 0.5,
"cycle_detection": true
},
"loop": false
}
=== 2026-09-25T15:01:52.911664Z stage=entity_resolution ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"resolutions": [
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.automobile"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"type": "entity.automobile",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns"
},
{
"reference": {
"text": "self",
"reference_kind": "contextual",
"type_hint": "entity.person"
},
"strategy": "principal_self",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person",
"match": "principal"
}
],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
]
},
{
"reference": {
"text": "oficina",
"reference_kind": "named",
"type_hint": "entity.learned.oficina"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M3C7XMNKBQE5Z8W8BT1P20B7",
"canonical_name": "owned:oficina:M23ZTD7Y",
"type": "entity.learned.oficina",
"match": "type"
}
],
"resolved_entity_ids": [
"01M3C7XMNKBQE5Z8W8BT1P20B7"
],
"notes": [
"class_lemma_unique"
]
}
],
"count": 3
}
=== 2026-09-25T15:01:52.967390Z stage=materialization ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"entities_created": [],
"entities_reused": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"type": "entity.automobile"
},
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person"
},
{
"entity_id": "01M3C7XMNKBQE5Z8W8BT1P20B7",
"canonical_name": "owned:oficina:M23ZTD7Y",
"type": "entity.learned.oficina"
}
],
"relations_created": [
{
"relation_id": "01M2XQBNE2H1RX9EXW2S5N4NEK",
"subject_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"type": "relation.owns",
"object_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
}
],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"claim_id": "c1",
"kind": "entity",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c2",
"kind": "classification",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c3",
"kind": "event",
"status": "deferred",
"predicate": "levar",
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": "claim_kind_deferred:event",
"materialized_as": null
},
{
"claim_id": "c4",
"kind": "entity",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c5",
"kind": "classification",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c6",
"kind": "entity",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
}
],
"claim_tally": {
"received": 6,
"valid": 6,
"committed": 6,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-25T15:01:53.002990Z stage=pending_resolution ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": "ce630ee57d1816263d649a0d34ff0590",
"status": "resumed",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"resolution_method": "USER_CLARIFICATION",
"resume_status": "RESUMED",
"match_kind": "RESOLVED"
}
=== 2026-09-25T15:01:53.014710Z stage=conversation_decision ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"decision": "RESOLVE_CLARIFICATION",
"source": "SRL",
"delegated": false,
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"pending_node_id": "sem_object_01",
"selected_candidate_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"match_kind": "RESOLVED",
"origin_trace_id": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": "ce630ee57d1816263d649a0d34ff0590"
}
=== 2026-09-25T15:01:53.066102Z stage=engine ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [],
"bound_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"01M3C7XMNKBQE5Z8W8BT1P20B7"
],
"claims": {
"received": 6,
"valid": 6,
"committed": 6,
"derived": 0,
"rejected": 0,
"deferred": 0
},
"pending_resolution": {
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": "ce630ee57d1816263d649a0d34ff0590",
"status": "resumed",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"resolution_method": "USER_CLARIFICATION",
"resume_status": "RESUMED",
"match_kind": "RESOLVED"
}
}
=== 2026-09-25T15:01:53.078358Z stage=pending_resolution ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
pke_request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
trace_id: ce630ee57d1816263d649a0d34ff0590
---
{
"pending_operation_id": "2e0e7aff-2606-472d-9974-0542580f1679",
"origin_trace": "359792803336256a0b69b9fd61dff0c4",
"clarification_trace_id": "ce630ee57d1816263d649a0d34ff0590",
"status": "resumed",
"pending_node": "sem_object_01",
"role": "OBJECT",
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"ontology_key": "entity.automobile",
"evidence": [
"owned",
"type"
]
}
],
"selected_candidate": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"resolution_method": "USER_CLARIFICATION",
"resume_status": "RESUMED",
"match_kind": "RESOLVED"
}
=== 2026-09-25T15:01:53.094446Z stage=response_projection ===
client_request_id: ce630ee57d1816263d649a0d34ff0590
request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
conversation_id: conv_01M3CHCCYW2CARMMMXEF2N5YTY
status: committed
---
{
"source_status": "committed",
"source_kind": "ingest",
"projected_status": "committed",
"projected_kind": "acknowledgement",
"claims": {
"received": 6,
"valid": 6,
"committed": 6,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-25T15:01:53.181358Z stage=presenter_request ===
request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
client_request_id: ce630ee57d1816263d649a0d34ff0590
conversation_id: bd8acba3-3a43-41de-ba83-7c0f41820201
user_message_id: msg_01M3CHCKGE0TAQDCV9M892DEYR
operation: knowledge_write
status: committed
---
{
"user_text": "1",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": {
"received": 6,
"valid": 6,
"committed": 6,
"derived": 0,
"rejected": 0,
"deferred": 0
}
},
"conversation_context": [
{
"role": "user",
"text": "Hoje eu levei meu carro na oficina."
},
{
"role": "assistant",
"text": "Você quer dizer o seu carro mesmo ou a \"alternativa 1\"?"
},
{
"role": "user",
"text": "O City."
},
{
"role": "assistant",
"text": "Você quer dizer o seu carro mesmo ou a \"alternativa 1\"?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-25T15:01:54.633005Z stage=presenter_response ===
request_id: req_01M3CHCKGY3D1NHFTA0B3YPR28
client_request_id: ce630ee57d1816263d649a0d34ff0590
conversation_id: bd8acba3-3a43-41de-ba83-7c0f41820201
user_message_id: msg_01M3CHCKGE0TAQDCV9M892DEYR
provider_request_id: 7901aa70-b22e-42f5-ae26-b280fd7deb03
status: ok
---
{
"text": "Entendi, vou lembrar que hoje você levou o City na oficina.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1434,
"attempt": 1,
"provider_request_id": "7901aa70-b22e-42f5-ae26-b280fd7deb03",
"status": "ok"
}
