PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913181502_db9208060db63914ebef13a31a8f2a23.log
=== 2026-09-13T21:15:02.740881Z stage=discourse_input ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"conversation_id": "conv_01M2E9Z8K6TY5NBQB9TYB4761A",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-13T21:15:05.010952Z stage=llm_response ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
provider_request_id: 6d720109-a9e1-4839-9039-c3d06f95c8ea
attempt: 1
model: deepseek-flash
latency_ms: 2250
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person"
},
"object": {
"text": "Orion",
"kind_hint": "organization"
},
"predicate": "trabalha em",
"origin": "explicit"
}
],
"confidence": 0.95
}
}
=== 2026-09-13T21:15:05.041038Z stage=normalize ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person"
},
"object": {
"text": "Orion",
"kind_hint": "organization"
},
"predicate": "trabalha em",
"origin": "explicit"
}
],
"confidence": 0.95
}
}
=== 2026-09-13T21:15:05.068174Z stage=proposal ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
ir_kind: semantic_proposal
---
{
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha 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": 0.95,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "trabalha em",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T21:15:05.118715Z stage=repair ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha 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": 0.95,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"predicate": "trabalha em",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T21:15:05.125836Z stage=claims ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
---
{
"claims": [
{
"claim_id": "c1",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "Carlos",
"object": "Orion",
"predicate": "trabalha em"
}
]
}
=== 2026-09-13T21:15:05.134300Z stage=assessment ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c1:relation",
"primitive_hint:relation"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → relation"
]
}
=== 2026-09-13T21:15:05.146038Z stage=relation_resolution_input ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"stage": "relation_resolution_input",
"expression": "trabalha em",
"alias_key": "trabalha_em",
"source_type": "person",
"target_type": "organization",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T21:15:05.154769Z stage=relation_alias_lookup ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"stage": "relation_alias_lookup",
"expression": "trabalha em",
"result": "match",
"canonical_relation": "relation.employed_by",
"source": "core"
}
=== 2026-09-13T21:15:05.160787Z stage=relation_resolution_input ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"stage": "relation_resolution_input",
"expression": "trabalha em",
"alias_key": "trabalha_em",
"source_type": null,
"target_type": null,
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T21:15:05.166300Z stage=relation_alias_lookup ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"stage": "relation_alias_lookup",
"expression": "trabalha em",
"result": "match",
"canonical_relation": "relation.employed_by",
"source": "core"
}
=== 2026-09-13T21:15:05.171003Z stage=canonical ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
user_text: Carlos trabalha na Orion.
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.employed_by", "relation_resolution_source=core", "relation_resolution_stage=core_lemma"]
relation_type: relation.employed_by
---
{
"intent": "record_relation",
"raw_input": "Carlos trabalha na Orion.",
"domains": [],
"entities_mentioned": [
{
"text": "Carlos",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.employed_by"
},
"subject": {
"text": "Carlos",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"object": {
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 1,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [],
"executions": [
{
"claim_id": "c1",
"kind": "relation",
"status": "overlayed",
"predicate": "trabalha em",
"canonical_dimension": "relation.employed_by",
"materialized_as": "relation"
}
]
},
"discourse_decision": "new_topic"
}
=== 2026-09-13T21:15:05.175607Z stage=discourse_resolution ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T21:15:05.190802Z stage=entity_resolution ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"resolutions": [
{
"reference": {
"text": "Carlos",
"reference_kind": "named",
"type_hint": "entity.person"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM"
],
"notes": [
"named_exact_match"
]
},
{
"reference": {
"text": "Orion",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"notes": [
"named_exact_match"
]
}
],
"count": 2
}
=== 2026-09-13T21:15:05.217890Z stage=materialization ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"entities_created": [],
"entities_reused": [
{
"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person"
},
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization"
}
],
"relations_created": [
{
"relation_id": "01M2DRA93KF1RNCJ99WTQDXTM7",
"subject_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"type": "relation.employed_by",
"object_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"claim_id": "c1",
"kind": "relation",
"status": "committed",
"predicate": "trabalha em",
"canonical_dimension": "relation.employed_by",
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": "relation",
"relation_id": "01M2DRA93KF1RNCJ99WTQDXTM7"
}
],
"claim_tally": {
"received": 1,
"valid": 1,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T21:15:05.240996Z stage=discourse_update ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
interpreter_request_id: ccc2a364-57eb-4d7d-ba17-d629dd59df2d
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"previous_focus": [],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "successful_write",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.employed_by",
"target_type": "entity.organization",
"entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"display_name": "Orion"
},
"recent_referents": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "active_focus",
"salience": 1.0
}
],
"idle_turns": 0
}
=== 2026-09-13T21:15:05.245620Z stage=engine ===
client_request_id: db9208060db63914ebef13a31a8f2a23
pke_request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
conversation_id: conv_01M2E9Z8K6TY5NBQB9TYB4761A
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [],
"bound_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM",
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"claims": {
"received": 1,
"valid": 1,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T21:15:05.300839Z stage=presenter_request ===
request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
client_request_id: db9208060db63914ebef13a31a8f2a23
conversation_id: 8c034efd-15bb-4db9-aef8-e5c65d649faa
user_message_id: msg_01M2E9Z8NCEKSJ4CC180MD4JR7
operation: knowledge_write
status: committed
---
{
"user_text": "Carlos trabalha na Orion.",
"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": 1,
"valid": 1,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T21:15:06.436009Z stage=presenter_response ===
request_id: req_01M2E9Z8P0G8PG7T9TG9BJTV9B
client_request_id: db9208060db63914ebef13a31a8f2a23
conversation_id: 8c034efd-15bb-4db9-aef8-e5c65d649faa
user_message_id: msg_01M2E9Z8NCEKSJ4CC180MD4JR7
provider_request_id: ef7abcb9-d8c4-42c5-aeb9-58a5fd106ab3
status: ok
---
{
"text": "Entendi, vou lembrar que o Carlos trabalha na Orion.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1116,
"attempt": 1,
"provider_request_id": "ef7abcb9-d8c4-42c5-aeb9-58a5fd106ab3",
"status": "ok"
}
