PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913125944_4cdfa0ba04b237c7a3072054f0d8b336.log
=== 2026-09-13T15:59:44.873726Z stage=discourse_input ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "attribute",
"relation_type": null,
"target_type": "entity.learned.keyboard",
"entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"display_name": "Nimbus"
},
"recent_referents": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T15:59:47.836770Z stage=llm_response ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
provider_request_id: d3f4f05b-baaa-47b3-9f8d-d3eb6219ee23
attempt: 1
model: deepseek-flash
latency_ms: 2937
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho um teclado chamado Nimbus",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"entities_mentioned": [
{
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
{
"text": "teclado",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "class"
}
],
"relation_expression": "owns",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "entity",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"class_hint": "keyboard",
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"predicate": "name",
"value_text": "Nimbus",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"predicate": "owns",
"origin": "explicit"
}
],
"confidence": 0.95
}
}
=== 2026-09-13T15:59:47.851632Z stage=normalize ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho um teclado chamado Nimbus",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"entities_mentioned": [
{
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
{
"text": "teclado",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "class"
}
],
"relation_expression": "owns",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "entity",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"class_hint": "keyboard",
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"predicate": "name",
"value_text": "Nimbus",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named"
},
"predicate": "owns",
"origin": "explicit"
}
],
"confidence": 0.95
}
}
=== 2026-09-13T15:59:47.863273Z stage=proposal ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
ir_kind: semantic_proposal
---
{
"raw_input": "eu tenho um teclado chamado Nimbus",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
{
"text": "teclado",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "keyboard",
"confidence": 1.0
}
],
"relation_expression": "owns",
"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": "entity",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"class_hint": "keyboard",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"predicate": "name",
"value_text": "Nimbus",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T15:59:47.863273Z stage=repair ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "eu tenho um teclado chamado Nimbus",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
{
"text": "teclado",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "keyboard",
"confidence": 1.0
}
],
"relation_expression": "owns",
"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": "entity",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"class_hint": "keyboard",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"predicate": "name",
"value_text": "Nimbus",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T15:59:47.880193Z stage=claims ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "Nimbus"
},
{
"claim_id": "c2",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "Nimbus",
"class": "keyboard"
},
{
"claim_id": "c3",
"kind": "intrinsic_property",
"origin": "explicit",
"confidence": 1.0,
"subject": "Nimbus",
"predicate": "name",
"value": "Nimbus"
},
{
"claim_id": "c4",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "Nimbus",
"predicate": "owns"
}
]
}
=== 2026-09-13T15:59:47.880193Z stage=assessment ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
---
{
"status": "actionable",
"routed_primitive": "relation",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"link semantics → RELATION"
]
}
=== 2026-09-13T15:59:47.896489Z stage=canonical ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho um teclado chamado Nimbus
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["alias=['e meu', 'is mine', 'owns', 'possui']"]
relation_type: relation.owns
---
{
"intent": "record_relation",
"raw_input": "eu tenho um teclado chamado Nimbus",
"domains": [],
"entities_mentioned": [
{
"text": "Nimbus",
"type_hint": {
"key": "entity.learned.keyboard"
},
"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": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
"object": {
"text": "Nimbus",
"type_hint": {
"key": "entity.learned.keyboard"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 4,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [
"intrinsic_name_via_entity"
],
"executions": [
{
"claim_id": "c1",
"kind": "entity",
"status": "bound"
},
{
"claim_id": "c2",
"kind": "classification",
"status": "bound"
},
{
"claim_id": "c3",
"kind": "intrinsic_property",
"status": "bound",
"canonical_dimension": "name",
"dimension_source": "core"
},
{
"claim_id": "c4",
"kind": "relation",
"status": "overlayed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"materialized_as": "relation"
}
]
},
"discourse_decision": "new_topic"
}
=== 2026-09-13T15:59:47.913121Z stage=discourse_resolution ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T15:59:47.967017Z stage=entity_resolution ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "Nimbus",
"reference_kind": "named",
"type_hint": "entity.learned.keyboard"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"canonical_name": "Nimbus",
"type": "entity.learned.keyboard",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"notes": [
"named_exact_match"
]
},
{
"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"
]
}
],
"count": 2
}
=== 2026-09-13T15:59:47.980731Z stage=materialization ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"entities_created": [],
"entities_reused": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"canonical_name": "Nimbus",
"type": "entity.learned.keyboard"
},
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person"
}
],
"relations_created": [
{
"relation_id": "01M2DM5WBCSKFQ0W1P0C6SY31N",
"subject_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"type": "relation.owns",
"object_id": "01M2DM5WAVT2MZXYG5AXANK3GV"
}
],
"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": "intrinsic_property",
"status": "bound",
"predicate": null,
"canonical_dimension": "name",
"dimension_source": "core",
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c4",
"kind": "relation",
"status": "committed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": "relation",
"relation_id": "01M2DM5WBCSKFQ0W1P0C6SY31N"
}
],
"claim_tally": {
"received": 4,
"valid": 4,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T15:59:48.006458Z stage=discourse_update ===
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pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
interpreter_request_id: ae456ce5-2da3-4333-a717-216a71c9fa9d
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"new_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"reason": "successful_write",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.owns",
"target_type": "entity.learned.keyboard",
"entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"display_name": "Nimbus"
},
"recent_referents": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "active_focus",
"salience": 1.0
}
],
"idle_turns": 0
}
=== 2026-09-13T15:59:48.008463Z stage=engine ===
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
pke_request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [],
"bound_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV",
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"claims": {
"received": 4,
"valid": 4,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T15:59:48.062830Z stage=presenter_request ===
request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DQXY6SVR8JGGQ69V3YZQV2
operation: knowledge_write
status: committed
---
{
"user_text": "eu tenho um teclado chamado Nimbus",
"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": 4,
"valid": 4,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T15:59:48.110522Z stage=presenter_response ===
request_id: req_01M2DQXY6S4MHZ40R66HSV5W76
client_request_id: 4cdfa0ba04b237c7a3072054f0d8b336
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DQXY6SVR8JGGQ69V3YZQV2
status: failed
---
{
"text": "Entendi.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 32,
"attempt": 1,
"exception_class": "ConnectError",
"safe_error_message": "presenter llm unavailable (ConnectError)",
"fallback_reason": "provider_error",
"status": "failed",
"reason": "presenter llm unavailable (ConnectError)",
"fallback_template": "committed",
"structured_result_status": "committed"
}
