PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130424_5d2956ceac35d8157201c2c526f62cdd.log
=== 2026-09-13T16:04:24.401146Z stage=discourse_input ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"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
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2",
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T16:04:26.616188Z stage=llm_response ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
provider_request_id: 78da3c60-090c-4921-a56f-971ee68d74c1
attempt: 1
model: deepseek-flash
latency_ms: 2218
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "ela tem 20 funcionários",
"utterance_kind": "assert",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"measurement_expression": "20 funcionários",
"measurable_dimension_key": "employee_count",
"measurement_numeric_value": "20",
"measurement_unit": "funcionários",
"measurement_semantics": true,
"link_semantics": true,
"relation_expression": "owns",
"entities_mentioned": [
{
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee"
}
],
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Orion",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"predicate": "owns",
"object": {
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee"
},
"origin": "explicit"
},
{
"kind": "measurement",
"subject": {
"text": "Orion",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"dimension": "employee_count",
"value_text": "20",
"numeric_value": "20",
"unit": "funcionários",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-13T16:04:26.629817Z stage=normalize ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "ela tem 20 funcionários",
"utterance_kind": "assert",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"measurement_expression": "20 funcionários",
"measurable_dimension_key": "employee_count",
"measurement_numeric_value": "20",
"measurement_unit": "funcionários",
"measurement_semantics": true,
"link_semantics": true,
"relation_expression": "owns",
"entities_mentioned": [
{
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee"
}
],
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Orion",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"predicate": "owns",
"object": {
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee"
},
"origin": "explicit"
},
{
"kind": "measurement",
"subject": {
"text": "Orion",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"dimension": "employee_count",
"value_text": "20",
"numeric_value": "20",
"unit": "funcionários",
"origin": "explicit"
}
],
"confidence": 0.85
}
}
=== 2026-09-13T16:04:26.646378Z stage=proposal ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
ir_kind: semantic_proposal
---
{
"raw_input": "ela tem 20 funcionários",
"utterance_kind": "assert",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
}
],
"relation_expression": "owns",
"measurement_expression": "20 funcionários",
"measurable_dimension_key": "employee_count",
"measurement_numeric_value": "20",
"measurement_unit": "funcionários",
"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": true,
"domain_hints": [],
"confidence": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Orion",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "measurement",
"subject": {
"text": "Orion",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"dimension": "employee_count",
"value_text": "20",
"numeric_value": "20",
"unit": "funcionários",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:26.661105Z stage=repair ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
utterance_kind: assert
primitive_hint: measurement
---
{
"raw_input": "ela tem 20 funcionários",
"utterance_kind": "assert",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
}
],
"relation_expression": "owns",
"measurement_expression": "20 funcionários",
"measurable_dimension_key": "employee_count",
"measurement_numeric_value": "20",
"measurement_unit": "funcionários",
"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": true,
"domain_hints": [],
"confidence": 0.85,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Orion",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "funcionários",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "measurement",
"subject": {
"text": "Orion",
"reference_kind": "contextual",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"dimension": "employee_count",
"value_text": "20",
"numeric_value": "20",
"unit": "funcionários",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:26.666034Z stage=claims ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
---
{
"claims": [
{
"claim_id": "c1",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "Orion",
"object": "funcionários",
"predicate": "owns"
},
{
"claim_id": "c2",
"kind": "measurement",
"origin": "explicit",
"confidence": 1.0,
"subject": "Orion",
"dimension": "employee_count",
"value": "20",
"numeric_value": "20",
"unit": "funcionários"
}
]
}
=== 2026-09-13T16:04:26.677123Z stage=assessment ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
---
{
"status": "actionable",
"routed_primitive": "measurement",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c1:relation",
"claim:c2:measurement",
"primitive_hint:measurement"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → measurement"
]
}
=== 2026-09-13T16:04:26.685900Z stage=canonical ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: ela tem 20 funcionários
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_partially_executable
execution_reasons: ["measurement dimension=employee_count", "missing_relation_object"]
primitive: measurement
concepts_status: resolved
concepts_notes: ["measurement dimension=employee_count"]
---
{
"intent": "record_relation",
"raw_input": "ela tem 20 funcionários",
"domains": [],
"entities_mentioned": [
{
"text": "funcionários",
"type_hint": {
"key": "entity.learned.employee"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class"
},
{
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"reference_kind": "contextual"
}
],
"additional_attributes": [],
"measurement": {
"subject": {
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"reference_kind": "contextual"
},
"dimension_key": "employee_count",
"numeric_value": "20",
"unit": "funcionários",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.owns"
},
"subject": {
"text": "Orion",
"type_hint": {
"key": "entity.organization"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"reference_kind": "contextual"
},
"object": {
"text": "funcionários",
"type_hint": {
"key": "entity.learned.employee"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 2,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [],
"executions": [
{
"claim_id": "c1",
"kind": "relation",
"status": "overlayed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"materialized_as": "relation"
},
{
"claim_id": "c2",
"kind": "measurement",
"status": "overlayed",
"canonical_dimension": "employee_count",
"value": "20",
"materialized_as": "measurement"
}
]
},
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:26.696364Z stage=discourse_resolution ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
]
}
=== 2026-09-13T16:04:26.712440Z stage=entity_resolution ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "Orion",
"reference_kind": "contextual",
"type_hint": "entity.organization"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
]
}
],
"count": 1
}
=== 2026-09-13T16:04:26.716073Z stage=discourse_update ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
interpreter_request_id: 130ad261-fab3-4426-b25c-3c700035f999
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"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
}
=== 2026-09-13T16:04:26.726064Z stage=engine ===
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
pke_request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ingest",
"status": "rejected",
"is_correction": false,
"issues": [
{
"code": "materialization.denied",
"message": "relation sem endpoints resolvidos"
}
],
"bound_entity_ids": [],
"claims": {
"received": 0,
"valid": 0,
"committed": 0,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T16:04:26.788230Z stage=presenter_request ===
request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR6F61S13THRDDYVC48YVV
operation: knowledge_write
status: unsupported
---
{
"user_text": "ela tem 20 funcionários",
"structured_result": {
"status": "unsupported",
"operation": "knowledge_write",
"kind": "write",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:04:27.061104Z stage=presenter_response ===
request_id: req_01M2DR6F6C1XNMK49N7QKMFCMF
client_request_id: 5d2956ceac35d8157201c2c526f62cdd
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR6F61S13THRDDYVC48YVV
status: failed
---
{
"text": "Entendi o que você quis dizer, mas ainda não consigo guardar essa informação corretamente.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 263,
"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": "unsupported",
"structured_result_status": "unsupported"
}
