PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260927155815_df320137a07833ebf5532b02e40c73a4.log
=== 2026-09-27T18:58:15.675836Z stage=srl_trace ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"trace_id": "df320137a07833ebf5532b02e40c73a4",
"client_request_id": "df320137a07833ebf5532b02e40c73a4",
"pke_request_id": "req_01M3J3PVZC1XZ2QBXDK71JSW8X",
"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
}
=== 2026-09-27T18:58:15.688526Z stage=discourse_input ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"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
}
=== 2026-09-27T18:58:17.182614Z stage=llm_response ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
provider_request_id: 1c68221e-9122-4542-88af-cea2a4f9911d
attempt: 1
model: deepseek-flash
latency_ms: 1484
prompt_tokens: 5801
completion_tokens: 120
total_tokens: 5921
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "eu tenho carro?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "class"
},
"relation_expression": "owns",
"link_semantics": true,
"discourse_decision": "new_topic",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-27T18:58:17.194745Z stage=normalize ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "eu tenho carro?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "class"
},
"relation_expression": "owns",
"link_semantics": true,
"discourse_decision": "new_topic",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-27T18:58:17.207013Z stage=proposal ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
ir_kind: semantic_query
---
{
"raw_input": "eu tenho carro?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "class",
"class_hint": "automobile",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "owns",
"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": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:17.219154Z stage=repair ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "eu tenho carro?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "class",
"class_hint": "automobile",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "owns",
"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": false,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:17.228825Z stage=assessment ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "semantic_flags",
"evidence": [
"link_semantics"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"link semantics → RELATION"
]
}
=== 2026-09-27T18:58:17.241939Z stage=relation_resolution_input ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"stage": "relation_resolution_input",
"expression": "owns",
"alias_key": "owns",
"source_type": "person",
"target_type": "vehicle",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-27T18:58:17.253288Z stage=relation_alias_lookup ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"stage": "relation_alias_lookup",
"expression": "owns",
"result": "canonical",
"canonical_relation": "relation.owns",
"swap_endpoints": false,
"source": "core"
}
=== 2026-09-27T18:58:17.263972Z stage=relation_resolution_cache_hit ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "owns",
"source_type": "person",
"target_type": "vehicle",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-27T18:58:17.276671Z stage=relation_resolution_cache_hit ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "owns",
"source_type": "person",
"target_type": "vehicle",
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-27T18:58:17.288851Z stage=query_resolution ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
---
{
"status": "resolved",
"primitive": "relation",
"notes": [
"relation_resolved=relation.owns",
"relation_resolution_source=core",
"relation_resolution_stage=canonical",
"relation_resolution_cache_hit",
"relation_class_constraint"
]
}
=== 2026-09-27T18:58:17.299012Z stage=canonical ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: eu tenho carro?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.owns", "relation_resolution_source=core", "relation_resolution_stage=canonical", "relation_resolution_cache_hit"]
relation_type: relation.owns
---
{
"intent": "query",
"raw_input": "eu tenho carro?",
"query": {
"intent": "relation",
"entities": [
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual",
"kind_hint": "person"
},
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class",
"kind_hint": "vehicle"
}
],
"entity_association": "relation_subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [
{
"key": "relation.owns"
}
],
"relation_scope": "current",
"relation_query_kind": "current_boolean",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:58:17.311344Z stage=conversation_decision ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T18:58:17.322663Z stage=discourse_resolution ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-27T18:58:17.359929Z stage=entity_resolution ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"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"
],
"notes": [
"d2a:KNOWN_INSTANCE"
]
}
],
"count": 1
}
=== 2026-09-27T18:58:17.402311Z stage=discourse_update ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
interpreter_request_id: 523b0f99-eb72-4e18-8879-544a24b67154
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"previous_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"new_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2B5PP1RT4F8SC4PK3A61J7W"
],
"reason": "topic_switch",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.owns",
"target_type": "entity.automobile",
"entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2B5PP1RT4F8SC4PK3A61J7W"
],
"display_name": null
},
"recent_referents": [
{
"entity_id": "01M2B5PP1RT4F8SC4PK3A61J7W",
"type_key": "entity.automobile",
"display_name": "carro",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"type_key": "entity.automobile",
"display_name": "owned:automobile:W8HZ5EKT",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "previous_focus",
"salience": 0.6
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.51
}
],
"idle_turns": 0
}
=== 2026-09-27T18:58:17.412314Z stage=engine ===
client_request_id: df320137a07833ebf5532b02e40c73a4
pke_request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: df320137a07833ebf5532b02e40c73a4
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"answer_kind": "relation",
"result": {
"relation_answer": "yes"
}
}
=== 2026-09-27T18:58:17.507624Z stage=response_projection ===
client_request_id: df320137a07833ebf5532b02e40c73a4
request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
status: answered
---
{
"source_status": "answered",
"source_kind": "relation",
"projected_status": "answered",
"projected_kind": "relation",
"relation_answer": "yes"
}
=== 2026-09-27T18:58:17.561845Z stage=presenter_request ===
request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
client_request_id: df320137a07833ebf5532b02e40c73a4
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3PVYXWRRHE8G89Y8M6W0A
operation: knowledge_query
status: answered
---
{
"user_text": "eu tenho carro?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "relation",
"value": "owned:automobile:W8HZ5EKT",
"values": [],
"relation_answer": true,
"matched_entities": [
"owned:automobile:W8HZ5EKT",
"carro"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "relação",
"value": "yes"
}
],
"dimension": null,
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8"
},
"claims": null
},
"conversation_context": [
{
"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?"
},
{
"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
}
=== 2026-09-27T18:58:18.780131Z stage=presenter_response ===
request_id: req_01M3J3PVZC1XZ2QBXDK71JSW8X
client_request_id: df320137a07833ebf5532b02e40c73a4
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3PVYXWRRHE8G89Y8M6W0A
provider_request_id: 058b263a-036f-49f1-bf16-a23b689503c1
status: ok
---
{
"text": "Sim, você tem carro.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1206,
"attempt": 1,
"provider_request_id": "058b263a-036f-49f1-bf16-a23b689503c1",
"status": "ok"
}
