PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260912130243_5693a512c8b0adf9341b6490103d729f.log
=== 2026-09-12T16:02:43.871363Z stage=llm_response ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
provider_request_id: 6f5b8409-8ada-446a-82c4-1f19f7155101
attempt: 1
model: deepseek-flash
latency_ms: 2093
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"object": {
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle"
},
"attribute_expression": "City",
"classification_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
{
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle"
}
],
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "vehicle",
"value_text": "City",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T16:02:43.873362Z stage=normalize ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"object": {
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle"
},
"attribute_expression": "City",
"classification_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
{
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle"
}
],
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "vehicle",
"value_text": "City",
"origin": "explicit"
}
]
}
}
=== 2026-09-12T16:02:43.875393Z stage=proposal ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
ir_kind: semantic_proposal
---
{
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "type",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"object": {
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle",
"confidence": 1.0
}
],
"attribute_expression": "City",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": true,
"stable_property_semantics": false,
"classification_semantics": true,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"class_hint": "vehicle",
"value_text": "City",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T16:02:43.878392Z stage=repair ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
utterance_kind: assert
primitive_hint: attribute
repairs_applied: ["vehicle_attribute_repair"]
---
{
"raw_input": "meu carro é um city",
"utterance_kind": "assert",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
{
"text": "City",
"kind_hint": "vehicle",
"reference_kind": "named",
"class_hint": "vehicle",
"confidence": 1.0
}
],
"attribute_expression": "city",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [
{
"kind": "entity",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"class_hint": "vehicle",
"value_text": "City",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false
}
=== 2026-09-12T16:02:43.880392Z stage=claims ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
---
{
"claims": [
{
"claim_id": "c1",
"kind": "entity",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro"
},
{
"claim_id": "c2",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro",
"class": "vehicle",
"value": "City"
}
]
}
=== 2026-09-12T16:02:43.881392Z stage=assessment ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"stable property → ATTRIBUTE"
]
}
=== 2026-09-12T16:02:43.884369Z stage=canonical ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
user_text: meu carro é um city
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_execution_incomplete
execution_reasons: ["unsupported_attribute_dimension"]
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "none",
"raw_input": "meu carro é um city",
"domains": [],
"entities_mentioned": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "City",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"additional_attributes": [],
"additional_measurements": [],
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 2,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": []
}
}
=== 2026-09-12T16:02:43.896367Z stage=entity_resolution ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
---
{
"resolutions": [
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.automobile"
},
"strategy": "owned_entity_by_type",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns",
"create_canonical_name": "carro",
"create_type": "entity.automobile"
},
{
"reference": {
"text": "City",
"reference_kind": "named",
"type_hint": "entity.automobile"
},
"strategy": "named_identity_primary",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"create_canonical_name": "City",
"create_type": "entity.automobile"
}
],
"count": 2
}
=== 2026-09-12T16:02:43.905362Z stage=materialization ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
interpreter_request_id: 74560dd6-7b1b-49b7-8bac-a8427ae373c1
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
---
{
"entities_created": [
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"type": "entity.automobile"
},
{
"entity_id": "01M2B5PP1WKRX17MWSY6BKTNQ9",
"canonical_name": "City",
"type": "entity.automobile"
}
],
"entities_reused": [],
"relations_created": [],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"status": "committed",
"materialized_as": {
"kind": "entity",
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W"
}
},
{
"status": "committed",
"materialized_as": {
"kind": "entity",
"entity_id": "01M2B5PP1WKRX17MWSY6BKTNQ9"
}
}
],
"claim_tally": {
"received": 2,
"valid": 2,
"committed": 2,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-12T16:02:43.921485Z stage=engine ===
client_request_id: 5693a512c8b0adf9341b6490103d729f
pke_request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
conversation_id: conv_01M2B4XEMBNWC4DZ7M5GDBT37G
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [
{
"code": "entity.create_pending",
"message": "veículo contextual será criado no commit (E1.2 ownership)"
},
{
"code": "entity.create_pending",
"message": "entidade será criada no commit"
}
],
"bound_entity_ids": [
"01M2B5PP1RT4F8SC4PK3A61J7W",
"01M2B5PP1WKRX17MWSY6BKTNQ9"
]
}
=== 2026-09-12T16:02:43.981135Z stage=presenter_request ===
request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
client_request_id: 5693a512c8b0adf9341b6490103d729f
conversation_id: 6b315e84-eefb-4b90-933f-6e1561d73027
user_message_id: msg_01M2B5PKZ0DA1NAS5FKHFJGERW
operation: knowledge_write
status: committed
---
{
"user_text": "meu carro é um city",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null
}
}
=== 2026-09-12T16:02:44.029171Z stage=presenter_response ===
request_id: req_01M2B5PKZCWXCYK2BMD894P5HX
client_request_id: 5693a512c8b0adf9341b6490103d729f
conversation_id: 6b315e84-eefb-4b90-933f-6e1561d73027
user_message_id: msg_01M2B5PKZ0DA1NAS5FKHFJGERW
status: failed
---
{
"text": "Entendi.",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 46,
"status": "failed",
"reason": "presenter llm unavailable",
"fallback_template": "committed"
}
