PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260925093351_cf101d5e72959440e0c1b0ac6a3d93cb.log
=== 2026-09-25T12:33:51.815221Z stage=srl_trace ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: cf101d5e72959440e0c1b0ac6a3d93cb
---
{
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"pke_request_id": "req_01M3C8XJMGMVCR5MD5H2BNMPRB",
"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
}
=== 2026-09-25T12:33:51.823028Z stage=discourse_input ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: cf101d5e72959440e0c1b0ac6a3d93cb
---
{
"conversation_id": "conv_01M3C8XJJ2N46FDY7Y26RRPGEX",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-25T12:33:54.984018Z stage=llm_response ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
provider_request_id: bd786835-45ad-41d5-b76e-c26538d5a2ed
attempt: 1
model: deepseek-flash
latency_ms: 3156
prompt_tokens: 5554
completion_tokens: 428
total_tokens: 5982
raw_available: 1
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Hoje eu levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile"
},
"action_expression": "levei",
"event_expression": "levei o carro na oficina",
"change_semantics": true,
"context": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina"
},
"temporal": {
"original_text": "Hoje",
"occurrence_aspect": "happened"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile"
},
{
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina"
}
],
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "automobile",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "levei à oficina",
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named"
},
"class_hint": "oficina",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-25T12:33:54.993034Z stage=normalize ===
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pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Hoje eu levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
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},
"action_expression": "levei",
"event_expression": "levei o carro na oficina",
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"context": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina"
},
"temporal": {
"original_text": "Hoje",
"occurrence_aspect": "happened"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile"
},
{
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"class_hint": "oficina"
}
],
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
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},
{
"kind": "relation",
"subject": {
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},
"object": {
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},
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},
{
"kind": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
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},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "levei à oficina",
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named"
},
"class_hint": "oficina",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-25T12:33:55.001246Z stage=proposal ===
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pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
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conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
ir_kind: semantic_proposal
---
{
"raw_input": "Hoje eu levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
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},
"context": {
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"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
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{
"text": "carro",
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"reference_kind": "possessive",
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"confidence": 1.0
},
{
"text": "oficina",
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"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
}
],
"action_expression": "levei",
"event_expression": "levei o carro na oficina",
"temporal": {
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"occurrence_aspect": "happened"
},
"negation": false,
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"condition_semantics": false,
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"stable_property_semantics": false,
"classification_semantics": false,
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"domain_hints": [],
"confidence": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
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"confidence": 1.0
},
"class_hint": "automobile",
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"origin": "explicit"
},
{
"kind": "relation",
"subject": {
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},
"object": {
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{
"kind": "event",
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"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "levei à oficina",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
"reference_kind": "named",
"confidence": 1.0
},
"class_hint": "oficina",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-25T12:33:55.019110Z stage=repair ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
utterance_kind: assert
primitive_hint: event
repairs_applied: ["event_place_repair"]
---
{
"raw_input": "Hoje eu levei meu carro na oficina.",
"utterance_kind": "assert",
"primitive_hint": "event",
"subject": {
"text": "eu",
"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": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
{
"text": "oficina",
"kind_hint": "place",
"role_hint": "context",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
}
],
"action_expression": "levei",
"event_expression": "levei o carro na oficina",
"temporal": {
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"occurrence_aspect": "happened"
},
"negation": false,
"change_semantics": true,
"condition_semantics": false,
"link_semantics": false,
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"classification_semantics": true,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
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"confidence": 1.0
},
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{
"kind": "relation",
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"predicate": "owns",
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{
"kind": "event",
"subject": {
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},
"object": {
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},
"predicate": "levei à oficina",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "entity",
"subject": {
"text": "oficina",
"kind_hint": "place",
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"confidence": 1.0
},
"class_hint": "oficina",
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"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "oficina",
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"role_hint": "context",
"reference_kind": "named",
"class_hint": "oficina",
"confidence": 1.0
},
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}
],
"correction_semantics": false
}
=== 2026-09-25T12:33:55.027107Z stage=claims ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro",
"class": "automobile"
},
{
"claim_id": "c2",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "eu",
"object": "carro",
"predicate": "owns"
},
{
"claim_id": "c3",
"kind": "event",
"origin": "explicit",
"confidence": 1.0,
"subject": "eu",
"object": "carro",
"predicate": "levei à oficina"
},
{
"claim_id": "c4",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "oficina",
"class": "oficina"
},
{
"claim_id": "c5",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "oficina",
"class": "oficina"
}
]
}
=== 2026-09-25T12:33:55.036293Z stage=assessment ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu levei meu carro na oficina.
---
{
"status": "actionable",
"routed_primitive": "event",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c2:relation",
"claim:c3:event",
"claim:c5:type",
"primitive_hint:event"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → event"
]
}
=== 2026-09-25T12:33:55.056188Z stage=canonical ===
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pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
user_text: Hoje eu 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": "Hoje eu levei meu carro na oficina.",
"domains": [],
"entities_mentioned": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "eu",
"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"
},
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
}
],
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.owns"
},
"subject": {
"text": "eu",
"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": "Hoje",
"occurrence_status": "happened"
}
},
"additional_relations": [
{
"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": "Hoje",
"occurrence_status": "happened"
}
}
],
"missing_hints": [],
"claim_report": {
"received": 5,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [
"claim_kind_deferred:event",
"possessive_owns_synthesized"
],
"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": "event",
"status": "deferred",
"predicate": "levei à oficina",
"reason": "claim_kind_deferred:event"
},
{
"claim_id": "c4",
"kind": "entity",
"status": "bound"
},
{
"claim_id": "c5",
"kind": "classification",
"status": "bound"
}
]
}
}
=== 2026-09-25T12:33:55.121703Z stage=srl_graph ===
client_request_id: cf101d5e72959440e0c1b0ac6a3d93cb
pke_request_id: req_01M3C8XJMGMVCR5MD5H2BNMPRB
interpreter_request_id: 7b36fc54-5949-4470-9b22-2981fa368b5e
conversation_id: conv_01M3C8XJJ2N46FDY7Y26RRPGEX
trace_id: cf101d5e72959440e0c1b0ac6a3d93cb
---
{
"trace_id": "cf101d5e72959440e0c1b0ac6a3d93cb",
"utterance_id": "utt_cf101d5e72959440e0c1b0ac6a3d93cb",
"utterance": "Hoje eu levei meu carro na oficina.",
"semantic_processing": "CONTINUED",
"event_status": "DEFERRED",
"srl_llm_rounds": 0,
"nodes": [
{
"node_id": "sem_agent_01",
"source_text": "eu",
"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_time_01",
"source_text": "Hoje",
"role": "TIME",
"semantic_type": "TIME",
"status": "KNOWN_CONCEPT",
"gap_kind": "none",
"depth": 0,
"parent_node_id": null,
"confidence": 1.0,
"origin": "EXPLICIT",
"abstraction_path": [
"datatype.date"
],
"graph_candidates": [],
"known_entity_id": null,
"ontology_key": "datatype.date",
"primitive_kind": "TIME",
"stop_reason": "DATATYPE_RESOLVED",
"llm_round_ids": [],
"purpose_status": null,
"reference_kind": null,
"kind_hint": null,
"class_hint": null,
"proposal_id": null,
"unrepresentable": false
},
{
"node_id": "sem_action_01",
"source_text": "levei",
"role": "ACTION",
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=== 2026-09-25T12:33:55.130926Z stage=discourse_resolution ===
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---
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=== 2026-09-25T12:33:55.179631Z stage=entity_resolution ===
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=== 2026-09-25T12:33:55.189612Z stage=discourse_update ===
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---
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=== 2026-09-25T12:33:55.197609Z stage=engine ===
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---
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=== 2026-09-25T12:33:55.254603Z stage=presenter_request ===
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=== 2026-09-25T12:33:56.393778Z stage=presenter_response ===
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