PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130724_3619d6993d2f9a537d73c9f209944be1.log
=== 2026-09-13T16:07:24.016076Z stage=discourse_input ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.employed_by",
"target_type": "entity.organization",
"entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"display_name": "Orion"
},
"recent_referents": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "previous_focus",
"salience": 0.433
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2",
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T16:07:25.858334Z stage=llm_response ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
provider_request_id: eaf0f1d1-7e62-47de-b234-9efc8fe12774
attempt: 1
model: deepseek-flash
latency_ms: 1796
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "carlos trabalha nas casas bahia?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "carlos",
"kind_hint": "person"
},
"object": {
"text": "Casas Bahia",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic"
}
}
=== 2026-09-13T16:07:25.871099Z stage=normalize ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "carlos trabalha nas casas bahia?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "carlos",
"kind_hint": "person"
},
"object": {
"text": "Casas Bahia",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "new_topic"
}
}
=== 2026-09-13T16:07:25.888487Z stage=proposal ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
ir_kind: semantic_query
---
{
"raw_input": "carlos trabalha nas casas bahia?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Casas Bahia",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha 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": "new_topic"
}
=== 2026-09-13T16:07:25.896515Z stage=repair ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "carlos trabalha nas casas bahia?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Casas Bahia",
"kind_hint": "organization",
"reference_kind": "named",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "trabalha 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": "new_topic"
}
=== 2026-09-13T16:07:25.902136Z stage=assessment ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
---
{
"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"
]
}
=== 2026-09-13T16:07:25.902136Z stage=query_resolution ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
---
{
"status": "resolved",
"primitive": "relation",
"notes": []
}
=== 2026-09-13T16:07:25.918718Z stage=canonical ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: carlos trabalha nas casas bahia?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["alias=['employed by', 'trabalha em', 'trabalha na', 'work at', 'works at']"]
relation_type: relation.employed_by
---
{
"intent": "query",
"raw_input": "carlos trabalha nas casas bahia?",
"query": {
"intent": "relation",
"entities": [
{
"text": "carlos",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
},
{
"text": "Casas Bahia",
"type_hint": {
"key": "entity.organization"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "named"
}
],
"entity_association": "relation_subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [
{
"key": "relation.employed_by"
}
],
"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"
}
=== 2026-09-13T16:07:25.918718Z stage=discourse_resolution ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T16:07:25.949409Z stage=entity_resolution ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "carlos",
"reference_kind": "named",
"type_hint": "entity.person"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person",
"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM"
],
"notes": [
"named_exact_match"
]
},
{
"reference": {
"text": "Casas Bahia",
"reference_kind": "named",
"type_hint": "entity.organization"
},
"strategy": "named_identity_primary",
"outcome": "no_match",
"candidate_count": 0,
"candidates": [],
"clarification_reason": "query_entity_not_found"
}
],
"count": 2
}
=== 2026-09-13T16:07:25.956064Z stage=discourse_update ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
interpreter_request_id: a8fe95ba-e335-4ccd-b6ba-1c20473a2a97
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "successful_query",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.employed_by",
"target_type": "entity.organization",
"entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"display_name": "Orion"
},
"recent_referents": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "previous_focus",
"salience": 0.433
}
],
"idle_turns": 0
}
=== 2026-09-13T16:07:25.961061Z stage=engine ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
pke_request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "no_results",
"issues": [
{
"code": "entity.unresolved",
"message": "entidade não encontrada"
}
],
"resolved_entity_ids": [],
"answer_kind": "absence"
}
=== 2026-09-13T16:07:25.968728Z stage=response_projection ===
client_request_id: 3619d6993d2f9a537d73c9f209944be1
request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
status: no_results
---
{
"source_status": "no_results",
"source_kind": "absence",
"projected_status": "no_results",
"projected_kind": "absence"
}
=== 2026-09-13T16:07:26.027373Z stage=presenter_request ===
request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
client_request_id: 3619d6993d2f9a537d73c9f209944be1
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DRBYJZQRM1ZC6FFM307VE1
operation: knowledge_query
status: no_results
---
{
"user_text": "carlos trabalha nas casas bahia?",
"structured_result": {
"status": "no_results",
"operation": "knowledge_query",
"kind": "absence",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:07:26.052013Z stage=presenter_response ===
request_id: req_01M2DRBYKGM5EP67HTAEM9RVB2
client_request_id: 3619d6993d2f9a537d73c9f209944be1
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DRBYJZQRM1ZC6FFM307VE1
status: failed
---
{
"text": "Ainda não sei isso.",
"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": "no_results",
"structured_result_status": "no_results"
}
