PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260927155805_5dce6da492e9146f8ece6ca02dadf7ae.log
=== 2026-09-27T18:58:05.775186Z stage=srl_trace ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"trace_id": "5dce6da492e9146f8ece6ca02dadf7ae",
"client_request_id": "5dce6da492e9146f8ece6ca02dadf7ae",
"pke_request_id": "req_01M3J3PJA21TJSEBGG4C10GQWJ",
"guardrails": {
"max_depth": 8,
"max_llm_rounds": 6,
"max_nodes": 64,
"max_children_per_node": 8,
"max_same_concept_visits": 2,
"confidence_threshold": 0.5,
"cycle_detection": true
},
"loop": false
}
=== 2026-09-27T18:58:05.788381Z stage=discourse_input ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"conversation_id": "conv_01M3J3MX5CNMHDCC5CCQDP7QNV",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.studies_at",
"target_type": "entity.organization",
"entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
],
"display_name": "Unifor"
},
"recent_referents": [
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.6
}
],
"allowed_entity_ids": [
"01M2EC1QP594DJS3742ME28KTY",
"01M2B33EC2QNC9PZGG784ET9VK"
],
"pending_intent": null
}
=== 2026-09-27T18:58:07.714314Z stage=llm_response ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
provider_request_id: 3f441ea7-69f4-4e09-b349-ccf5807f11a5
attempt: 1
model: deepseek-flash
latency_ms: 1922
prompt_tokens: 5793
completion_tokens: 138
total_tokens: 5931
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"attribute_expression": "*",
"stable_property_semantics": true,
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing",
"selection": "current"
},
"discourse_decision": "new_topic",
"domain_hints": [
"vehicle"
],
"confidence": 0.9
}
}
=== 2026-09-27T18:58:07.726997Z stage=normalize ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"attribute_expression": "*",
"stable_property_semantics": true,
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing",
"selection": "current"
},
"discourse_decision": "new_topic",
"domain_hints": [
"vehicle"
],
"confidence": 0.9
}
}
=== 2026-09-27T18:58:07.738541Z stage=proposal ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
ir_kind: semantic_query
---
{
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
}
],
"attribute_expression": "*",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing",
"selection": "current"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [
"vehicle"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:07.752950Z stage=repair ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "qual o meu carro?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
}
],
"attribute_expression": "*",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing",
"selection": "current"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [
"vehicle"
],
"confidence": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:07.762549Z stage=assessment ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
---
{
"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"
]
}
=== 2026-09-27T18:58:07.776131Z stage=query_resolution ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": []
}
=== 2026-09-27T18:58:07.788900Z stage=canonical ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: qual o meu carro?
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 meu carro?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive",
"kind_hint": "vehicle"
},
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"role": {
"key": "role.context"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive",
"kind_hint": "vehicle"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"attribute_query_mode": "snapshot",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:07.800669Z stage=conversation_decision ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T18:58:07.812041Z stage=discourse_resolution ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-27T18:58:07.849067Z stage=entity_resolution ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"resolutions": [
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.automobile"
},
"strategy": "owned_entity_by_type",
"outcome": "ambiguous",
"candidate_count": 2,
"candidates": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"type": "entity.automobile",
"match": "owned"
},
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"canonical_name": "carro",
"type": "entity.automobile",
"match": "owned"
}
],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns",
"clarification_contract": "clarify.entity.which_one",
"clarification_reason": "possessive_ambiguous",
"notes": [
"d2a:INSTANCE_AMBIGUOUS"
]
}
],
"count": 1
}
=== 2026-09-27T18:58:07.860774Z stage=discourse_update ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
interpreter_request_id: cc24012b-92d9-45e6-b0a4-0699daabab40
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"previous_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"new_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"reason": "topic_switch",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.studies_at",
"target_type": "entity.organization",
"entity_ids": [
"01M2EC1QP594DJS3742ME28KTY"
],
"display_name": "Unifor"
},
"recent_referents": [
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.6
}
],
"idle_turns": 1
}
=== 2026-09-27T18:58:07.873271Z stage=engine ===
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
pke_request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 5dce6da492e9146f8ece6ca02dadf7ae
---
{
"path": "ask",
"status": "needs_clarification",
"issues": [
{
"code": "entity.ambiguous",
"message": "menção ambígua"
}
],
"resolved_entity_ids": [],
"clarification_reason": "ambiguous_entity",
"clarification_contract": "clarify.entity.which_one"
}
=== 2026-09-27T18:58:08.057962Z stage=presenter_request ===
request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
operation: clarification
status: needs_clarification
---
{
"user_text": "qual o meu carro?",
"structured_result": {
"status": "needs_clarification",
"operation": "clarification",
"kind": "clarification",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [
"owned:automobile:W8HZ5EKT",
"carro"
],
"reason": "clarify.entity.which_one",
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Você estuda na Unifor."
},
{
"role": "user",
"text": "o que eu estudo?"
},
{
"role": "assistant",
"text": "Você estuda ciências de dados."
},
{
"role": "user",
"text": "qual o meu carro?"
},
{
"role": "assistant",
"text": "Você está falando da owned:automobile:W8HZ5EKT ou carro?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T18:58:09.019272Z stage=presenter_response ===
request_id: req_01M3J3PJA21TJSEBGG4C10GQWJ
client_request_id: 5dce6da492e9146f8ece6ca02dadf7ae
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
provider_request_id: cc1c93a6-22b1-4a38-9079-19cf6896fa64
status: failed
---
{
"text": "Você está falando da owned:automobile:W8HZ5EKT ou carro?",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": true,
"latency_ms": 950,
"attempt": 1,
"provider_request_id": "cc1c93a6-22b1-4a38-9079-19cf6896fa64",
"safe_error_message": "missing_value",
"fallback_reason": "malformed_response",
"rejected_text": "Você quer dizer o carro que você tem, ou está falando de outra coisa?",
"status": "failed",
"reason": "missing_value",
"fallback_template": "needs_clarification",
"structured_result_status": "needs_clarification"
}