PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130615_d1b2558fb6b36472180abfb901a585ae.log
=== 2026-09-13T16:06:15.385380Z stage=discourse_input ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "measurement",
"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
},
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "previous_focus",
"salience": 0.433
}
],
"allowed_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV",
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"pending_intent": null
}
=== 2026-09-13T16:06:16.994078Z stage=llm_response ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
provider_request_id: 3083c85a-36dd-41e9-a9f2-1df3fe4841f7
attempt: 1
model: deepseek-flash
latency_ms: 1592
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantas teclas tem nimbus?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV"
},
"measurement_expression": "número de teclas",
"measurable_dimension_key": "key_count",
"measurement_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-13T16:06:17.024184Z stage=normalize ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantas teclas tem nimbus?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV"
},
"measurement_expression": "número de teclas",
"measurable_dimension_key": "key_count",
"measurement_semantics": true,
"discourse_decision": "continue",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
}
}
}
=== 2026-09-13T16:06:17.038822Z stage=proposal ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
ir_kind: semantic_query
---
{
"raw_input": "quantas teclas tem nimbus?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"measurement_expression": "número de teclas",
"measurable_dimension_key": "key_count",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": true,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:06:17.038822Z stage=repair ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
utterance_kind: query
primitive_hint: measurement
---
{
"raw_input": "quantas teclas tem nimbus?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"reference_kind": "named",
"class_hint": "keyboard",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"measurement_expression": "número de teclas",
"measurable_dimension_key": "key_count",
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"negation": false,
"change_semantics": false,
"condition_semantics": false,
"link_semantics": false,
"stable_property_semantics": false,
"classification_semantics": false,
"measurement_semantics": true,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:06:17.054991Z stage=assessment ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
---
{
"status": "actionable",
"routed_primitive": "measurement",
"decision_source": "structured_slots",
"evidence": [
"measurement_semantics"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"query utterance — primitive resolved downstream",
"measurement query → MEASUREMENT"
]
}
=== 2026-09-13T16:06:17.054991Z stage=query_resolution ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
---
{
"status": "resolved",
"primitive": "measurement",
"notes": [
"measurement_query",
"latest_observation"
]
}
=== 2026-09-13T16:06:17.071519Z stage=canonical ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas tem nimbus?
ir_type: QueryIR
wire_stage: canonical
execution_reasons: []
primitive: measurement
concepts_status: safe_partial
concepts_notes: ["measurement — awaiting structured dimension/value and/or schema v9"]
---
{
"intent": "query",
"raw_input": "quantas teclas tem nimbus?",
"query": {
"intent": "measurement",
"entities": [
{
"text": "Nimbus",
"type_hint": {
"key": "entity.learned.keyboard"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"reference_kind": "named"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"measurement_dimension_key": "key_count",
"measurement_query_mode": "latest_observation",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"sort": "event_time_desc"
},
"discourse_decision": "continue"
}
=== 2026-09-13T16:06:17.071519Z stage=discourse_resolution ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
]
}
=== 2026-09-13T16:06:17.088272Z stage=entity_resolution ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "Nimbus",
"reference_kind": "named",
"type_hint": "entity.learned.keyboard"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"canonical_name": "Nimbus",
"type": "entity.learned.keyboard",
"match": "type"
}
],
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
]
}
],
"count": 1
}
=== 2026-09-13T16:06:17.112979Z stage=discourse_update ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
interpreter_request_id: ef00269c-b216-4aab-a6a1-965cbee0f309
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"new_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"reason": "successful_query",
"active_focus": {
"primitive": "measurement",
"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
},
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"type_key": "entity.organization",
"display_name": "Orion",
"role": "previous_focus",
"salience": 0.368
}
],
"idle_turns": 0
}
=== 2026-09-13T16:06:17.112979Z stage=engine ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
pke_request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"answer_kind": "measurement",
"result": {
"dimension": "key_count",
"status": "temporally_unknown",
"numeric_value": "88",
"unit": "teclas"
},
"value": "88",
"dimension": "key_count"
}
=== 2026-09-13T16:06:17.139120Z stage=response_projection ===
client_request_id: d1b2558fb6b36472180abfb901a585ae
request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
status: answered
---
{
"source_status": "answered",
"source_kind": "measurement",
"projected_status": "answered",
"projected_kind": "measurement",
"value": "88",
"unit": "teclas",
"dimension": "key_count",
"source_value": "88",
"source_unit": "teclas"
}
=== 2026-09-13T16:06:17.189328Z stage=presenter_request ===
request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
client_request_id: d1b2558fb6b36472180abfb901a585ae
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR9VJ7H2WNE3BWQRBKP7B5
operation: knowledge_query
status: answered
---
{
"user_text": "quantas teclas tem nimbus?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "measurement",
"value": "88",
"values": [
"88"
],
"relation_answer": null,
"matched_entities": [
"Nimbus"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "key_count",
"value": "88",
"unit": "teclas"
}
],
"dimension": "key_count",
"unit": "teclas",
"entity": {
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"name": "Nimbus"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:06:17.228873Z stage=presenter_response ===
request_id: req_01M2DR9VJFXHWW6J1WZSM4H1TM
client_request_id: d1b2558fb6b36472180abfb901a585ae
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR9VJ7H2WNE3BWQRBKP7B5
status: failed
---
{
"text": "Nimbus: 88 teclas.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 26,
"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"
}
