PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260927172902_697dbcb1d5917a2a254f2737789088fc.log
=== 2026-09-27T20:29:02.607886Z stage=srl_trace ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"trace_id": "697dbcb1d5917a2a254f2737789088fc",
"client_request_id": "697dbcb1d5917a2a254f2737789088fc",
"pke_request_id": "req_01M3J8X37ZP0C8PFEMAFCDH7ZA",
"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
}
=== 2026-09-27T20:29:02.616916Z stage=discourse_input ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"conversation_id": "conv_01M3J8X353RTVE63RRD4CAW1PH",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-27T20:29:04.412551Z stage=llm_response ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
provider_request_id: 8a526beb-db09-4b99-80e5-5f1c69408b4a
attempt: 1
model: deepseek-flash
latency_ms: 1780
prompt_tokens: 5547
completion_tokens: 93
total_tokens: 5640
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"relation_expression": "estuda em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "none"
}
}
=== 2026-09-27T20:29:04.423554Z stage=normalize ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"relation_expression": "estuda em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "none"
}
}
=== 2026-09-27T20:29:04.434719Z stage=proposal ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
ir_kind: semantic_query
---
{
"raw_input": "Onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "estuda em",
"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": "none"
}
=== 2026-09-27T20:29:04.448730Z stage=repair ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "Onde eu estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "estuda em",
"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": "none"
}
=== 2026-09-27T20:29:04.462246Z stage=assessment ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
---
{
"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"
]
}
=== 2026-09-27T20:29:04.476361Z stage=relation_resolution_input ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"stage": "relation_resolution_input",
"expression": "estuda em",
"alias_key": "estuda_em",
"source_type": "person",
"target_type": null,
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-27T20:29:04.487363Z stage=relation_alias_lookup ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"stage": "relation_alias_lookup",
"expression": "estuda em",
"result": "match",
"canonical_relation": "relation.studies_at",
"source": "core"
}
=== 2026-09-27T20:29:04.500374Z stage=relation_resolution_cache_hit ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "estuda_em",
"source_type": "person",
"target_type": null,
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-27T20:29:04.511883Z stage=relation_resolution_cache_hit ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "estuda_em",
"source_type": "person",
"target_type": null,
"status": "resolved",
"notes": [],
"failure_class": null
}
=== 2026-09-27T20:29:04.521883Z stage=query_resolution ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
---
{
"status": "resolved",
"primitive": "relation",
"notes": [
"relation_resolved=relation.studies_at",
"relation_resolution_source=core",
"relation_resolution_stage=core_lemma",
"relation_resolution_cache_hit",
"relation_inventory"
]
}
=== 2026-09-27T20:29:04.532886Z stage=canonical ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
user_text: Onde eu estudo?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.studies_at", "relation_resolution_source=core", "relation_resolution_stage=core_lemma", "relation_resolution_cache_hit"]
relation_type: relation.studies_at
---
{
"intent": "query",
"raw_input": "Onde eu estudo?",
"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"
}
],
"entity_association": "relation_subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [
{
"key": "relation.studies_at"
}
],
"relation_scope": "current",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "none"
}
=== 2026-09-27T20:29:04.544894Z stage=conversation_decision ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T20:29:04.553894Z stage=discourse_resolution ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"decision": "none",
"source": "none",
"resolved_entity_ids": []
}
=== 2026-09-27T20:29:04.611516Z stage=entity_resolution ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"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
}
=== 2026-09-27T20:29:04.656187Z stage=discourse_update ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
interpreter_request_id: 87b784c1-cc68-4018-ab83-d81ae54a0429
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"previous_focus": [],
"new_focus": [
"01M2EC1QP594DJS3742ME28KTY"
],
"reason": "successful_query",
"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
}
],
"idle_turns": 0
}
=== 2026-09-27T20:29:04.666361Z stage=engine ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
pke_request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
conversation_id: conv_01M3J8X353RTVE63RRD4CAW1PH
trace_id: 697dbcb1d5917a2a254f2737789088fc
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"answer_kind": "relation"
}
=== 2026-09-27T20:29:04.725558Z stage=response_projection ===
client_request_id: 697dbcb1d5917a2a254f2737789088fc
request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
status: answered
---
{
"source_status": "answered",
"source_kind": "relation",
"projected_status": "answered",
"projected_kind": "relation"
}
=== 2026-09-27T20:29:04.786970Z stage=presenter_request ===
request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
client_request_id: 697dbcb1d5917a2a254f2737789088fc
conversation_id: a36b7b7d-7863-473d-9a6d-c89192d01995
user_message_id: msg_01M3J8X37J2DRPGBFH0PDXB8NH
operation: knowledge_query
status: answered
---
{
"user_text": "Onde eu estudo?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "relation",
"value": "Unifor",
"values": [
"Unifor"
],
"relation_answer": null,
"matched_entities": [
"Unifor"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "relação",
"value": "Unifor"
}
],
"dimension": null,
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8"
},
"claims": null
},
"conversation_context": [
{
"role": "user",
"text": "Ola james"
},
{
"role": "assistant",
"text": "Olá. O que você precisa?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T20:29:05.801453Z stage=presenter_response ===
request_id: req_01M3J8X37ZP0C8PFEMAFCDH7ZA
client_request_id: 697dbcb1d5917a2a254f2737789088fc
conversation_id: a36b7b7d-7863-473d-9a6d-c89192d01995
user_message_id: msg_01M3J8X37J2DRPGBFH0PDXB8NH
provider_request_id: ffa5ed11-f8b6-4fe5-b88d-0e6abc86083e
status: ok
---
{
"text": "Você estuda na Unifor.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 994,
"attempt": 1,
"provider_request_id": "ffa5ed11-f8b6-4fe5-b88d-0e6abc86083e",
"status": "ok"
}
