PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130418_04aa7bdb77adf2e411a1b89171143573.log
=== 2026-09-13T16:04:18.179323Z stage=discourse_input ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "measurement",
"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
}
=== 2026-09-13T16:04:20.506700Z stage=llm_response ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
provider_request_id: f2ec6153-de95-4f5f-a7c1-e34bf1b8ffc5
attempt: 1
model: deepseek-flash
latency_ms: 2328
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho uma empresa chamada Orion",
"utterance_kind": "assert",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"relation_expression": "owns",
"link_semantics": true,
"stable_property_semantics": true,
"attribute_expression": "name",
"classification_semantics": true,
"primitive_hint": "relation",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "entity",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"class_hint": "company",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"predicate": "name",
"value_text": "Orion",
"origin": "explicit"
}
]
}
}
=== 2026-09-13T16:04:20.510701Z stage=normalize ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho uma empresa chamada Orion",
"utterance_kind": "assert",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"relation_expression": "owns",
"link_semantics": true,
"stable_property_semantics": true,
"attribute_expression": "name",
"classification_semantics": true,
"primitive_hint": "relation",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic",
"claims": [
{
"kind": "entity",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"class_hint": "company",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"class_hint": "company",
"reference_kind": "named"
},
"predicate": "name",
"value_text": "Orion",
"origin": "explicit"
}
]
}
}
=== 2026-09-13T16:04:20.515988Z stage=proposal ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
ir_kind: semantic_proposal
---
{
"raw_input": "eu tenho uma empresa chamada Orion",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "owns",
"attribute_expression": "name",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": true,
"classification_semantics": true,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"class_hint": "company",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"predicate": "name",
"value_text": "Orion",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T16:04:20.521393Z stage=repair ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "eu tenho uma empresa chamada Orion",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "owns",
"attribute_expression": "name",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": true,
"classification_semantics": true,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"class_hint": "company",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "intrinsic_property",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "company",
"confidence": 1.0
},
"predicate": "name",
"value_text": "Orion",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T16:04:20.525392Z stage=claims ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "Orion"
},
{
"claim_id": "c2",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "Orion",
"class": "company"
},
{
"claim_id": "c3",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "Orion",
"predicate": "owns"
},
{
"claim_id": "c4",
"kind": "intrinsic_property",
"origin": "explicit",
"confidence": 1.0,
"subject": "Orion",
"predicate": "name",
"value": "Orion"
}
]
}
=== 2026-09-13T16:04:20.529561Z stage=assessment ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c2:type",
"claim:c3:relation",
"claim:c4:attribute",
"primitive_hint:relation"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → relation"
]
}
=== 2026-09-13T16:04:20.541936Z stage=canonical ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: eu tenho uma empresa chamada Orion
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_partially_executable
execution_reasons: ["unsupported_attribute_dimension"]
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 uma empresa chamada Orion",
"domains": [],
"entities_mentioned": [
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
{
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"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": "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": 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": "relation",
"status": "overlayed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"materialized_as": "relation"
},
{
"claim_id": "c4",
"kind": "intrinsic_property",
"status": "bound",
"canonical_dimension": "name",
"dimension_source": "core"
}
]
},
"discourse_decision": "new_topic"
}
=== 2026-09-13T16:04:20.546179Z stage=discourse_resolution ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T16:04:20.587715Z stage=entity_resolution ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"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"
]
},
{
"reference": {
"text": "Orion",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "Orion",
"create_type": "entity.organization"
}
],
"count": 2
}
=== 2026-09-13T16:04:20.613534Z stage=materialization ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"entities_created": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization"
}
],
"entities_reused": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person"
}
],
"relations_created": [
{
"relation_id": "01M2DR6BFR4P25YJ7H2NCWKZET",
"subject_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"type": "relation.owns",
"object_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"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": "relation",
"status": "committed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": "relation",
"relation_id": "01M2DR6BFR4P25YJ7H2NCWKZET"
},
{
"claim_id": "c4",
"kind": "intrinsic_property",
"status": "bound",
"predicate": null,
"canonical_dimension": "name",
"dimension_source": "core",
"value": null,
"reason": null,
"materialized_as": null
}
],
"claim_tally": {
"received": 4,
"valid": 4,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T16:04:20.652585Z stage=discourse_update ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
interpreter_request_id: 7b532dac-b857-4da5-82e5-b7cc40996760
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "topic_switch",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.owns",
"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
},
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "previous_focus",
"salience": 0.6
}
],
"idle_turns": 0
}
=== 2026-09-13T16:04:20.657641Z stage=engine ===
client_request_id: 04aa7bdb77adf2e411a1b89171143573
pke_request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [
{
"code": "entity.create_pending",
"message": "entidade será criada no commit"
}
],
"bound_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2",
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"claims": {
"received": 4,
"valid": 4,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T16:04:21.168035Z stage=presenter_request ===
request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
client_request_id: 04aa7bdb77adf2e411a1b89171143573
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR693HJRWJJ8X9SN0E3100
operation: knowledge_write
status: committed
---
{
"user_text": "eu tenho uma empresa chamada Orion",
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}
},
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}
=== 2026-09-13T16:04:21.403346Z stage=presenter_response ===
request_id: req_01M2DR6943XVE3QJ7T4Y7DDBWB
client_request_id: 04aa7bdb77adf2e411a1b89171143573
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR693HJRWJJ8X9SN0E3100
status: failed
---
{
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}
