PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130514_b6c28f8edff691ee28d617ec173cb665.log
=== 2026-09-13T16:05:14.043149Z stage=discourse_input ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "measurement",
"relation_type": null,
"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
}
=== 2026-09-13T16:05:15.880271Z stage=llm_response ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
provider_request_id: b69d53ff-6239-47e1-9c39-6558583e8864
attempt: 1
model: deepseek-flash
latency_ms: 1828
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantas teclas Nimbus tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV"
},
"measurement_expression": "quantas teclas",
"measurable_dimension_key": "key_count",
"measurement_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.95
}
}
=== 2026-09-13T16:05:15.885268Z stage=normalize ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantas teclas Nimbus tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Nimbus",
"kind_hint": "thing",
"class_hint": "keyboard",
"reference_kind": "named",
"known_entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV"
},
"measurement_expression": "quantas teclas",
"measurable_dimension_key": "key_count",
"measurement_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.95
}
}
=== 2026-09-13T16:05:15.890488Z stage=proposal ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
ir_kind: semantic_query
---
{
"raw_input": "quantas teclas Nimbus tem?",
"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": "quantas 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": 0.95,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:05:15.896489Z stage=repair ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
utterance_kind: query
primitive_hint: measurement
---
{
"raw_input": "quantas teclas Nimbus tem?",
"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": "quantas 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": 0.95,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:05:15.901843Z stage=assessment ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
---
{
"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"
]
}
=== 2026-09-13T16:05:15.910191Z stage=query_resolution ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
---
{
"status": "resolved",
"primitive": "measurement",
"notes": [
"measurement_query",
"latest_observation"
]
}
=== 2026-09-13T16:05:15.915054Z stage=canonical ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantas teclas Nimbus tem?
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 Nimbus tem?",
"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"
}
=== 2026-09-13T16:05:15.924754Z stage=discourse_resolution ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
]
}
=== 2026-09-13T16:05:15.947577Z stage=entity_resolution ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
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
}
=== 2026-09-13T16:05:15.971828Z stage=discourse_update ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
interpreter_request_id: 2b351b06-b285-43ae-8562-279046108dc9
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"new_focus": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"reason": "topic_switch",
"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": 0.6
}
],
"idle_turns": 0
}
=== 2026-09-13T16:05:15.976340Z stage=engine ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
pke_request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "no_results",
"issues": [],
"resolved_entity_ids": [
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"answer_kind": "absence",
"result": {
"dimension": "key_count",
"status": "unknown"
},
"dimension": "key_count"
}
=== 2026-09-13T16:05:16.011233Z stage=response_projection ===
client_request_id: b6c28f8edff691ee28d617ec173cb665
request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
status: no_results
---
{
"source_status": "no_results",
"source_kind": "absence",
"projected_status": "no_results",
"projected_kind": "absence",
"dimension": "key_count"
}
=== 2026-09-13T16:05:16.066330Z stage=presenter_request ===
request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
client_request_id: b6c28f8edff691ee28d617ec173cb665
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR7ZN3ED9FATBB4HPGJNHT
operation: knowledge_query
status: no_results
---
{
"user_text": "quantas teclas Nimbus tem?",
"structured_result": {
"status": "no_results",
"operation": "knowledge_query",
"kind": "absence",
"value": "Nimbus",
"values": [],
"relation_answer": null,
"matched_entities": [
"Nimbus"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [],
"dimension": "key_count",
"unit": null,
"entity": {
"entity_id": "01M2DM5WAVT2MZXYG5AXANK3GV",
"name": "Nimbus"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:05:16.125163Z stage=presenter_response ===
request_id: req_01M2DR7ZNKFNSWPND8CVFS7G6P
client_request_id: b6c28f8edff691ee28d617ec173cb665
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR7ZN3ED9FATBB4HPGJNHT
status: failed
---
{
"text": "Ainda não sei isso sobre Nimbus.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 52,
"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"
}
