PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260925093409_b1d8ef7c63a0acd7f8f9c32869298edf.log
=== 2026-09-25T12:34:09.054285Z stage=srl_trace ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: b1d8ef7c63a0acd7f8f9c32869298edf
---
{
"trace_id": "b1d8ef7c63a0acd7f8f9c32869298edf",
"client_request_id": "b1d8ef7c63a0acd7f8f9c32869298edf",
"pke_request_id": "req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM",
"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
}
=== 2026-09-25T12:34:09.062514Z stage=discourse_input ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: b1d8ef7c63a0acd7f8f9c32869298edf
---
{
"conversation_id": "conv_01M3C8XJJ2N46FDY7Y26RRPGEX",
"active_focus": {
"primitive": "ingest",
"relation_type": null,
"target_type": "entity.learned.body_shop",
"entity_ids": [
"01M3C8Y1T6DZVMBEGNJA0GAX8Q"
],
"display_name": "funilaria"
},
"recent_referents": [
{
"entity_id": "01M3C8Y1T6DZVMBEGNJA0GAX8Q",
"type_key": "entity.learned.body_shop",
"display_name": "funilaria",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M3C8Y1T6DZVMBEGNJA0GAX8Q"
],
"pending_intent": null
}
=== 2026-09-25T12:34:11.596471Z stage=llm_response ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
provider_request_id: 2e5a1df1-d0b9-4f9f-a37a-b43d6b5ce289
attempt: 1
model: deepseek-flash
latency_ms: 2530
prompt_tokens: 5733
completion_tokens: 425
total_tokens: 6158
raw_available: 1
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"context": {
"text": "oficina",
"kind_hint": "place",
"class_hint": "oficina",
"reference_kind": "named"
},
"action_expression": "levar",
"event_expression": "levei o carro na oficina",
"change_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"class_hint": "oficina",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named"
},
"class_hint": "oficina",
"origin": "explicit"
},
{
"kind": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"predicate": "levar_para",
"value_text": "oficina",
"origin": "explicit"
}
]
}
}
=== 2026-09-25T12:34:11.604607Z stage=normalize ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"context": {
"text": "oficina",
"kind_hint": "place",
"class_hint": "oficina",
"reference_kind": "named"
},
"action_expression": "levar",
"event_expression": "levei o carro na oficina",
"change_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"class_hint": "oficina",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named"
},
"class_hint": "oficina",
"origin": "explicit"
},
{
"kind": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"predicate": "levar_para",
"value_text": "oficina",
"origin": "explicit"
}
]
}
}
=== 2026-09-25T12:34:11.612812Z stage=proposal ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
ir_kind: semantic_proposal
---
{
"raw_input": "Levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"context": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"action_expression": "levar",
"event_expression": "levei o carro na oficina",
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"negation": false,
"change_semantics": true,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
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"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"class_hint": "oficina",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"predicate": "levar_para",
"value_text": "oficina",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-25T12:34:11.623440Z stage=repair ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
utterance_kind: assert
primitive_hint: event
repairs_applied: ["event_place_repair"]
---
{
"raw_input": "Levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"context": {
"text": "oficina",
"kind_hint": "place",
"role_hint": "context",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "oficina",
"kind_hint": "place",
"role_hint": "context",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
}
],
"action_expression": "levar",
"event_expression": "levei o carro na oficina",
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"negation": false,
"change_semantics": true,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"class_hint": "oficina",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "event",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"predicate": "levar_para",
"value_text": "oficina",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-25T12:34:11.630703Z stage=claims ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro"
},
{
"claim_id": "c2",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "carro",
"predicate": "owns"
},
{
"claim_id": "c3",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "oficina"
},
{
"claim_id": "c4",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "oficina",
"class": "oficina"
},
{
"claim_id": "c5",
"kind": "event",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "carro",
"predicate": "levar_para",
"value": "oficina"
}
]
}
=== 2026-09-25T12:34:11.639888Z stage=assessment ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
---
{
"status": "actionable",
"routed_primitive": "event",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c2:relation",
"claim:c4:type",
"claim:c5:event",
"primitive_hint:event"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → event"
]
}
=== 2026-09-25T12:34:11.650082Z stage=canonical ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Levei meu carro na oficina.
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_execution_incomplete
execution_reasons: ["canonical_type_unresolved_safe_partial", "missing_relation_identity"]
primitive: event
concepts_status: unresolved
concepts_notes: ["no alias match"]
---
{
"intent": "record_relation",
"raw_input": "Levei meu carro na oficina.",
"domains": [],
"entities_mentioned": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "oficina",
"type_hint": {
"key": "entity.learned.oficina"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.owns"
},
"subject": {
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "happened"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 5,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [
"claim_kind_deferred:event"
],
"executions": [
{
"claim_id": "c1",
"kind": "entity",
"status": "bound"
},
{
"claim_id": "c2",
"kind": "relation",
"status": "overlayed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"materialized_as": "relation"
},
{
"claim_id": "c3",
"kind": "entity",
"status": "bound"
},
{
"claim_id": "c4",
"kind": "classification",
"status": "bound"
},
{
"claim_id": "c5",
"kind": "event",
"status": "deferred",
"predicate": "levar_para",
"reason": "claim_kind_deferred:event"
}
]
},
"discourse_decision": "continue"
}
=== 2026-09-25T12:34:11.684678Z stage=srl_graph ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
pke_request_id: req_01M3C8Y3GMQSMQ5D9MP6RZ8DTM
interpreter_request_id: b1372bdd-0b14-49b3-afb9-97ba29c31d12
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: b1d8ef7c63a0acd7f8f9c32869298edf
---
{
"trace_id": "b1d8ef7c63a0acd7f8f9c32869298edf",
"utterance_id": "utt_b1d8ef7c63a0acd7f8f9c32869298edf",
"utterance": "Levei meu carro na oficina.",
"semantic_processing": "CONTINUED",
"event_status": "DEFERRED",
"srl_llm_rounds": 0,
"nodes": [
{
"node_id": "sem_agent_01",
"source_text": "self",
"role": "AGENT",
"semantic_type": "ENTITY",
"status": "RESOLVED",
"gap_kind": "none",
"depth": 0,
"parent_node_id": null,
"confidence": 1.0,
"origin": "EXPLICIT",
"abstraction_path": [
"entity.person"
],
"graph_candidates": [],
"known_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"ontology_key": "entity.person",
"primitive_kind": "ENTITY",
"stop_reason": "GRAPH_ENTITY_RESOLVED",
"llm_round_ids": [],
"purpose_status": null,
"reference_kind": "contextual",
"kind_hint": "person",
"class_hint": null,
"proposal_id": null,
"unrepresentable": false
},
{
"node_id": "sem_action_01",
"source_text": "levar",
"role": "ACTION",
"semantic_type": "ACTION",
"status": "ONTOLOGY_EXTENSION_PROPOSED",
"gap_kind": "ontology",
"depth": 0,
"parent_node_id": null,
"confidence": 1.0,
"origin": "EXPLICIT",
"abstraction_path": [
"action.levar"
],
"graph_candidates": [],
"known_entity_id": null,
"ontology_key": "action.levar",
"primitive_kind": null,
"stop_reason": "ONTOLOGY_EXTENSION_PROPOSED",
"llm_round_ids": [],
"purpose_status": null,
"reference_kind": null,
"kind_hint": null,
"class_hint": null,
"proposal_id": "prop_01",
"unrepresentable": false
},
{
"node_id": "sem_object_01",
"source_text": "carro",
"role": "OBJECT",
"semantic_type": "ENTITY",
"status": "NEEDS_CLARIFICATION",
"gap_kind": "instance",
"depth": 1,
"parent_node_id": null,
"confidence": 1.0,
"origin": "EXPLICIT",
"abstraction_path": [
"entity.automobile",
"entity.vehicle"
],
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},
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]
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=== 2026-09-25T12:34:11.692898Z stage=discourse_resolution ===
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---
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=== 2026-09-25T12:34:11.731102Z stage=entity_resolution ===
client_request_id: b1d8ef7c63a0acd7f8f9c32869298edf
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---
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=== 2026-09-25T12:34:11.740294Z stage=discourse_update ===
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---
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=== 2026-09-25T12:34:11.747861Z stage=engine ===
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---
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}
=== 2026-09-25T12:34:11.823903Z stage=presenter_request ===
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operation: knowledge_write
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---
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},
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},
{
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"text": "Passei numa funilaria."
},
{
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"text": "Entendi, você passou numa funilaria. Vou lembrar disso."
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],
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}
=== 2026-09-25T12:34:13.245937Z stage=presenter_response ===
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---
{
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