PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913115931_6b8393b503e7d5a4bb738a1599641e91.log
=== 2026-09-13T14:59:31.099305Z stage=discourse_input ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "attribute",
"relation_type": null,
"target_type": "entity.learned.keyboard",
"entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"display_name": "Nimbus"
},
"recent_referents": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T14:59:33.189884Z stage=llm_response ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
provider_request_id: c1982bd9-c746-4377-b762-7c3d9842b4ea
attempt: 1
model: deepseek-flash
latency_ms: 2078
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que você sabe sobre mim?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"attribute_expression": "*",
"stable_property_semantics": true,
"discourse_decision": "new_topic",
"confidence": 0.6
}
}
=== 2026-09-13T14:59:33.194884Z stage=normalize ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "o que você sabe sobre mim?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"attribute_expression": "*",
"stable_property_semantics": true,
"discourse_decision": "new_topic",
"confidence": 0.6
}
}
=== 2026-09-13T14:59:33.200023Z stage=proposal ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
ir_kind: semantic_query
---
{
"raw_input": "o que você sabe sobre mim?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"attribute_expression": "*",
"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": 0.6,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T14:59:33.205019Z stage=repair ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
utterance_kind: query
primitive_hint: attribute
---
{
"raw_input": "o que você sabe sobre mim?",
"utterance_kind": "query",
"primitive_hint": "attribute",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"attribute_expression": "*",
"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": 0.6,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-13T14:59:33.210172Z stage=assessment ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
---
{
"status": "actionable",
"routed_primitive": "attribute",
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"stable property query → ATTRIBUTE"
]
}
=== 2026-09-13T14:59:33.217167Z stage=query_resolution ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
---
{
"status": "resolved",
"primitive": "attribute",
"notes": []
}
=== 2026-09-13T14:59:33.221302Z stage=canonical ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: o que você sabe sobre mim?
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 você sabe sobre mim?",
"query": {
"intent": "attribute",
"entities": [
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
}
],
"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"
}
=== 2026-09-13T14:59:33.232460Z stage=discourse_resolution ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T14:59:33.261937Z stage=entity_resolution ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"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"
]
}
],
"count": 1
}
=== 2026-09-13T14:59:33.284130Z stage=discourse_update ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
interpreter_request_id: 50506c43-6805-462f-a799-094592538c38
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"new_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"reason": "successful_query",
"active_focus": {
"primitive": "attribute",
"relation_type": null,
"target_type": "entity.learned.keyboard",
"entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"display_name": "Nimbus"
},
"recent_referents": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"type_key": "entity.learned.keyboard",
"display_name": "Nimbus",
"role": "active_focus",
"salience": 1.0
}
],
"idle_turns": 1
}
=== 2026-09-13T14:59:33.287113Z stage=engine ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
pke_request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
],
"answer_kind": "attribute",
"result": {
"status": "known_single",
"value": "carlos eduardo"
},
"value": "carlos eduardo"
}
=== 2026-09-13T14:59:33.322564Z stage=response_projection ===
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
status: answered
---
{
"source_status": "answered",
"source_kind": "attribute",
"projected_status": "answered",
"projected_kind": "attribute",
"value": "carlos eduardo",
"dimension": "name",
"source_value": "carlos eduardo"
}
=== 2026-09-13T14:59:33.370346Z stage=presenter_request ===
request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DMFN4ARMH6C43DWAXFMECS
operation: knowledge_query
status: answered
---
{
"user_text": "o que você sabe sobre mim?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "attribute",
"value": "carlos eduardo",
"values": [
"carlos eduardo"
],
"relation_answer": null,
"matched_entities": [
"__principal__"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "name",
"value": "carlos eduardo"
}
],
"dimension": "name",
"unit": null,
"entity": {
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"name": "__principal__"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T14:59:33.411943Z stage=presenter_response ===
request_id: req_01M2DMFN4QFEA12AYSDRCY9QAK
client_request_id: 6b8393b503e7d5a4bb738a1599641e91
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DMFN4ARMH6C43DWAXFMECS
status: failed
---
{
"text": "__principal__: carlos eduardo.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 36,
"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": "answered",
"structured_result_status": "answered"
}