PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260927155734_32b8b036cd80b046a40fd78c362e0195.log
=== 2026-09-27T18:57:34.010716Z stage=srl_trace ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"trace_id": "32b8b036cd80b046a40fd78c362e0195",
"client_request_id": "32b8b036cd80b046a40fd78c362e0195",
"pke_request_id": "req_01M3J3NK9EH60BP87TSE4YPKBJ",
"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
},
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}
=== 2026-09-27T18:57:34.019341Z stage=discourse_input ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"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
}
=== 2026-09-27T18:57:35.169138Z stage=llm_response ===
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pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
provider_request_id: 96baf91a-d327-4332-ba27-adcda6070281
attempt: 1
model: deepseek-flash
latency_ms: 1140
prompt_tokens: 5776
completion_tokens: 90
total_tokens: 5866
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que eu estudo?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"attribute_expression": "curso",
"stable_property_semantics": true,
"discourse_decision": "new_topic",
"entities_mentioned": [],
"confidence": 0.8
}
}
=== 2026-09-27T18:57:35.179411Z stage=normalize ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que eu estudo?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"attribute_expression": "curso",
"stable_property_semantics": true,
"discourse_decision": "new_topic",
"entities_mentioned": [],
"confidence": 0.8
}
}
=== 2026-09-27T18:57:35.193926Z stage=proposal ===
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interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
ir_kind: semantic_query
---
{
"raw_input": "o que eu estudo?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"attribute_expression": "curso",
"temporal": {
"original_text": ""
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.8,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:57:35.209166Z stage=repair ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
utterance_kind: query
primitive_hint: attribute
repairs_applied: ["study_query_repair"]
---
{
"raw_input": "o que eu estudo?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"attribute_expression": "field_of_study",
"temporal": {
"original_text": ""
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": true,
"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.8,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:57:35.222878Z stage=assessment ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
---
{
"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"
]
}
=== 2026-09-27T18:57:35.243472Z stage=query_resolution ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": [
"attribute_query"
]
}
=== 2026-09-27T18:57:35.255176Z stage=canonical ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
user_text: o que eu estudo?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: attribute
concepts_status: unresolved
concepts_notes: ["attribute — no safe dimension/value"]
---
{
"intent": "query",
"raw_input": "o que eu estudo?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual",
"kind_hint": "person"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"attribute_dimension_key": "attribute.learned.field_of_study",
"attribute_query_mode": "value_lookup",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "new_topic"
}
=== 2026-09-27T18:57:35.277271Z stage=conversation_decision ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T18:57:35.293173Z stage=discourse_resolution ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-27T18:57:35.365384Z stage=entity_resolution ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"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
}
=== 2026-09-27T18:57:35.432540Z stage=discourse_update ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
interpreter_request_id: 7951f1a7-7f15-458f-94af-b935b98eef86
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"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
}
=== 2026-09-27T18:57:35.449818Z stage=engine ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
pke_request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
conversation_id: conv_01M3J3MX5CNMHDCC5CCQDP7QNV
trace_id: 32b8b036cd80b046a40fd78c362e0195
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"answer_kind": "attribute",
"result": {
"dimension": "attribute.learned.field_of_study",
"status": "known_single",
"value": "ciências de dados"
},
"value": "ciências de dados",
"dimension": "attribute.learned.field_of_study"
}
=== 2026-09-27T18:57:35.528004Z stage=response_projection ===
client_request_id: 32b8b036cd80b046a40fd78c362e0195
request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
status: answered
---
{
"source_status": "answered",
"source_kind": "attribute",
"projected_status": "answered",
"projected_kind": "attribute",
"value": "ciências de dados",
"dimension": "attribute.learned.field_of_study",
"source_value": "ciências de dados"
}
=== 2026-09-27T18:57:35.592480Z stage=presenter_request ===
request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
client_request_id: 32b8b036cd80b046a40fd78c362e0195
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3NK92PT3R4YJHT9A2GX9R
operation: knowledge_query
status: answered
---
{
"user_text": "o que eu estudo?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "ciências de dados",
"values": [
"ciências de dados"
],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "attribute.learned.field_of_study",
"value": "ciências de dados"
}
],
"dimension": "attribute.learned.field_of_study",
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8"
},
"claims": null
},
"conversation_context": [
{
"role": "assistant",
"text": "Olá. Como posso ajudar?"
},
{
"role": "user",
"text": "qual o nome da minha gata?"
},
{
"role": "assistant",
"text": "O nome da sua gata é Luna."
},
{
"role": "user",
"text": "onde eu estudo?"
},
{
"role": "assistant",
"text": "Você estuda na Unifor."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T18:57:36.529506Z stage=presenter_response ===
request_id: req_01M3J3NK9EH60BP87TSE4YPKBJ
client_request_id: 32b8b036cd80b046a40fd78c362e0195
conversation_id: 6d07aa08-f0d6-433e-9640-b62d235fca6c
user_message_id: msg_01M3J3NK92PT3R4YJHT9A2GX9R
provider_request_id: 51d1bf7c-b568-4176-bc42-6fb98a377f0c
status: ok
---
{
"text": "Você estuda ciências de dados.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 926,
"attempt": 1,
"provider_request_id": "51d1bf7c-b568-4176-bc42-6fb98a377f0c",
"status": "ok"
}