PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919180440_b6f41018c3811329ec065000232b832d.log
=== 2026-09-19T21:04:40.118698Z stage=discourse_input ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
---
{
"conversation_id": "conv_01M2XQG3SD9PGTMJEG4TMZSDJH",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-19T21:04:41.860291Z stage=llm_response ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
provider_request_id: 94ead349-dc1c-4305-8e27-d288d1e51b7c
attempt: 1
model: deepseek-flash
latency_ms: 1733
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
},
"attribute_expression": "nome",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": ""
},
"discourse_decision": "none",
"domain_hints": [
"pet"
],
"confidence": "high"
}
}
=== 2026-09-19T21:04:41.869574Z stage=normalize ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
},
"attribute_expression": "nome",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": ""
},
"discourse_decision": "none",
"domain_hints": [
"pet"
],
"confidence": "high"
}
}
=== 2026-09-19T21:04:43.484000Z stage=llm_response ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
provider_request_id: 9a4b3d8d-bac1-46e5-8a4a-6d00ba36c27b
attempt: 2
model: deepseek-flash
latency_ms: 1530
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
},
"attribute_expression": "nome",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"link_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"change_semantics": false,
"condition_semantics": false,
"discourse_decision": "none",
"domain_hints": [
"pet"
],
"confidence": 0.9
}
}
=== 2026-09-19T21:04:43.511505Z stage=normalize ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
},
"attribute_expression": "nome",
"stable_property_semantics": true,
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"class_hint": "cat",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"link_semantics": false,
"classification_semantics": false,
"measurement_semantics": false,
"change_semantics": false,
"condition_semantics": false,
"discourse_decision": "none",
"domain_hints": [
"pet"
],
"confidence": 0.9
}
}
=== 2026-09-19T21:04:43.543029Z stage=proposal ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
ir_kind: semantic_query
---
{
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"reference_kind": "possessive",
"class_hint": "cat",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"reference_kind": "possessive",
"class_hint": "cat",
"confidence": 1.0
}
],
"attribute_expression": "nome",
"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": [
"pet"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "none"
}
=== 2026-09-19T21:04:43.561054Z stage=repair ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "qual o nome da minha gata?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "gata",
"kind_hint": "thing",
"reference_kind": "possessive",
"class_hint": "cat",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "gata",
"kind_hint": "thing",
"reference_kind": "possessive",
"class_hint": "cat",
"confidence": 1.0
}
],
"attribute_expression": "nome",
"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": [
"pet"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "none"
}
=== 2026-09-19T21:04:43.570053Z stage=assessment ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
---
{
"status": "actionable",
"routed_primitive": "attribute",
"decision_source": "semantic_flags",
"evidence": [
"stable_property_semantics"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"stable property query → ATTRIBUTE"
]
}
=== 2026-09-19T21:04:43.581612Z stage=query_resolution ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": [
"attribute_query"
]
}
=== 2026-09-19T21:04:43.589255Z stage=canonical ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
user_text: qual o nome da minha gata?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "query",
"raw_input": "qual o nome da minha gata?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "gata",
"type_hint": {
"key": "entity.learned.cat"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"attribute_dimension_key": "name",
"attribute_query_mode": "value_lookup",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "none"
}
=== 2026-09-19T21:04:43.596452Z stage=discourse_resolution ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
---
{
"decision": "none",
"source": "none",
"resolved_entity_ids": []
}
=== 2026-09-19T21:04:43.619525Z stage=entity_resolution ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
---
{
"resolutions": [
{
"reference": {
"text": "gata",
"reference_kind": "possessive",
"type_hint": "entity.learned.cat"
},
"strategy": "owned_entity_by_type",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"canonical_name": "Luna",
"type": "entity.learned.cat",
"match": "owned"
}
],
"resolved_entity_ids": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns"
}
],
"count": 1
}
=== 2026-09-19T21:04:43.644315Z stage=discourse_update ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
interpreter_request_id: d894246a-bd3d-4991-83e7-d2c951e377d1
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
---
{
"previous_focus": [],
"new_focus": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"reason": "successful_query",
"active_focus": {
"primitive": "attribute",
"relation_type": null,
"target_type": "entity.learned.cat",
"entity_ids": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"display_name": "Luna"
},
"recent_referents": [
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "active_focus",
"salience": 1.0
}
],
"idle_turns": 0
}
=== 2026-09-19T21:04:43.649463Z stage=engine ===
client_request_id: b6f41018c3811329ec065000232b832d
pke_request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
conversation_id: conv_01M2XQG3SD9PGTMJEG4TMZSDJH
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"answer_kind": "intrinsic_property",
"result": {
"dimension": "name",
"status": "known_single",
"value": "Luna"
},
"value": "Luna",
"dimension": "name"
}
=== 2026-09-19T21:04:43.686044Z stage=response_projection ===
client_request_id: b6f41018c3811329ec065000232b832d
request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
status: answered
---
{
"source_status": "answered",
"source_kind": "intrinsic_property",
"projected_status": "answered",
"projected_kind": "attribute",
"value": "Luna",
"dimension": "name",
"source_value": "Luna"
}
=== 2026-09-19T21:04:43.739639Z stage=presenter_request ===
request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
client_request_id: b6f41018c3811329ec065000232b832d
conversation_id: 3770f1be-10bb-4280-9de5-1806d9596c54
user_message_id: msg_01M2XQRJN13854GPHQN8ZX95HM
operation: knowledge_query
status: answered
---
{
"user_text": "qual o nome da minha gata?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "Luna",
"values": [
"Luna"
],
"relation_answer": null,
"matched_entities": [
"Luna"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "name",
"value": "Luna"
}
],
"dimension": "name",
"unit": null,
"entity": {
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"name": "Luna"
},
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Não sei te dizer."
},
{
"role": "user",
"text": "qual o meu nome?"
},
{
"role": "assistant",
"text": "carlos eduardo."
},
{
"role": "user",
"text": "qual a minha idade?"
},
{
"role": "assistant",
"text": "Não sei te dizer."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T21:04:43.772420Z stage=presenter_response ===
request_id: req_01M2XQRJNF0MRZJP1WE135YXPC
client_request_id: b6f41018c3811329ec065000232b832d
conversation_id: 3770f1be-10bb-4280-9de5-1806d9596c54
user_message_id: msg_01M2XQRJN13854GPHQN8ZX95HM
status: failed
---
{
"text": "Luna.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 25,
"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": "answered",
"structured_result_status": "answered"
}
