PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912184511_9f62cfb3a9d39de78a9f833c267dfda7.log
=== 2026-09-12T21:45:11.860800Z stage=llm_response ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
provider_request_id: a69bc0ec-44b5-4719-829b-bd98c1c84ad4
attempt: 1
model: deepseek-flash
latency_ms: 2014
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "minha empresa fica em fortaleza",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
"object": {
"text": "Fortaleza",
"kind_hint": "place"
},
"relation_expression": "fica em",
"link_semantics": true,
"entities_mentioned": [
{
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
{
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.75,
"claims": [
{
"kind": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
"predicate": "fica em",
"object": {
"text": "Fortaleza",
"kind_hint": "place"
},
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:45:11.871632Z stage=normalize ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "minha empresa fica em fortaleza",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
"object": {
"text": "Fortaleza",
"kind_hint": "place"
},
"relation_expression": "fica em",
"link_semantics": true,
"entities_mentioned": [
{
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
{
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"confidence": 0.75,
"claims": [
{
"kind": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive"
},
"predicate": "fica em",
"object": {
"text": "Fortaleza",
"kind_hint": "place"
},
"origin": "explicit"
}
]
}
}
=== 2026-09-12T21:45:11.877024Z stage=proposal ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
ir_kind: semantic_proposal
---
{
"raw_input": "minha empresa fica em fortaleza",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "fica em",
"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": 0.75,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "fica em",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:45:11.893568Z stage=repair ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "minha empresa fica em fortaleza",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "fica em",
"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": 0.75,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "empresa",
"kind_hint": "organization",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "Fortaleza",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "fica em",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T21:45:11.893568Z stage=claims ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
---
{
"claims": [
{
"claim_id": "c1",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "empresa",
"object": "Fortaleza",
"predicate": "fica em"
}
]
}
=== 2026-09-12T21:45:11.909969Z stage=assessment ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
---
{
"status": "actionable",
"routed_primitive": "relation",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"link semantics → RELATION"
]
}
=== 2026-09-12T21:45:11.909969Z stage=canonical ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
user_text: minha empresa fica em fortaleza
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["alias=['fica em', 'fica na', 'localizada em', 'localizado em', 'located in']"]
relation_type: relation.located_in
---
{
"intent": "record_relation",
"raw_input": "minha empresa fica em fortaleza",
"domains": [],
"entities_mentioned": [
{
"text": "empresa",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "Fortaleza",
"type_hint": {
"key": "entity.place"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.located_in"
},
"subject": {
"text": "empresa",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"object": {
"text": "Fortaleza",
"type_hint": {
"key": "entity.place"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [
{
"type": {
"key": "relation.learned.fica_em"
},
"subject": {
"text": "empresa",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"object": {
"text": "Fortaleza",
"type_hint": {
"key": "entity.place"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
}
],
"missing_hints": [],
"claim_report": {
"received": 1,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": []
}
}
=== 2026-09-12T21:45:11.926106Z stage=entity_resolution ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"resolutions": [
{
"reference": {
"text": "empresa",
"reference_kind": "possessive",
"type_hint": "entity.organization"
},
"strategy": "owned_entity_by_type",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2BS99DZBRK91BSFS7FN983N",
"canonical_name": "Acme Tecnologia",
"type": "entity.organization",
"match": "owned"
}
],
"resolved_entity_ids": [
"01M2BS99DZBRK91BSFS7FN983N"
],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns"
},
{
"reference": {
"text": "Fortaleza",
"reference_kind": "named",
"type_hint": "entity.place"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "Fortaleza",
"create_type": "entity.place"
}
],
"count": 2
}
=== 2026-09-12T21:45:11.942766Z stage=materialization ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
interpreter_request_id: b37c4c15-4548-4edf-a8e2-7d55f6be6831
conversation_id: conv_01M2BS2EED5JSXYE7TGQR26BVT
---
{
"entities_created": [
{
"entity_id": "01M2BS9RG5M8C87RVXJ8PQR0TS",
"canonical_name": "Fortaleza",
"type": "entity.place"
}
],
"entities_reused": [
{
"entity_id": "01M2BS99DZBRK91BSFS7FN983N",
"canonical_name": "Acme Tecnologia",
"type": "entity.organization"
}
],
"relations_created": [
{
"relation_id": "01M2BS9RG65GQPRMEKWE3D49MW",
"subject_id": "01M2BS99DZBRK91BSFS7FN983N",
"type": "relation.located_in",
"object_id": "01M2BS9RG5M8C87RVXJ8PQR0TS"
},
{
"relation_id": "01M2BS9RG6VBPWX7ZRN807GB49",
"subject_id": "01M2BS99DZBRK91BSFS7FN983N",
"type": "relation.learned.fica_em",
"object_id": "01M2BS9RG5M8C87RVXJ8PQR0TS"
}
],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"status": "committed",
"materialized_as": {
"kind": "entity",
"entity_id": "01M2BS9RG5M8C87RVXJ8PQR0TS"
}
},
{
"status": "committed",
"materialized_as": {
"kind": "relation",
"relation_id": "01M2BS9RG65GQPRMEKWE3D49MW"
}
},
{
"status": "committed",
"materialized_as": {
"kind": "relation",
"relation_id": "01M2BS9RG6VBPWX7ZRN807GB49"
}
}
],
"claim_tally": {
"received": 1,
"valid": 1,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-12T21:45:11.959462Z stage=engine ===
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
pke_request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
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": [
"01M2BS9RG5M8C87RVXJ8PQR0TS",
"01M2BS99DZBRK91BSFS7FN983N"
]
}
=== 2026-09-12T21:45:12.026138Z stage=presenter_request ===
request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS9PDDXDYKFQW66294P4ZK
operation: knowledge_write
status: committed
---
{
"user_text": "minha empresa fica em fortaleza",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T21:45:12.042901Z stage=presenter_response ===
request_id: req_01M2BS9PDY03S5H3G8TV4K8RD8
client_request_id: 9f62cfb3a9d39de78a9f833c267dfda7
conversation_id: 0cb1d57f-4a3a-497a-8a8a-9a79af1e9ce2
user_message_id: msg_01M2BS9PDDXDYKFQW66294P4ZK
status: failed
---
{
"text": "Entendi.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 23,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "committed"
}