PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913130457_5217fa723517b53b9ee79e009397b7f0.log
=== 2026-09-13T16:04:57.385688Z stage=discourse_input ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"conversation_id": "conv_01M2BVY6ZCWE1GF8PP772Y0PXN",
"active_focus": {
"primitive": "ingest",
"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": 0.51
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2",
"01M2DM5WAVT2MZXYG5AXANK3GV"
],
"pending_intent": null
}
=== 2026-09-13T16:04:59.473146Z stage=llm_response ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion tem?
provider_request_id: 738634db-93c1-4f34-858f-4f368f68bbc9
attempt: 1
model: deepseek-flash
latency_ms: 2092
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantos funcionários orion tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "funcionários",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "employee"
},
"measurement_expression": "quantos funcionários",
"measurable_dimension_key": "employee_count",
"measurement_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
]
}
}
=== 2026-09-13T16:04:59.473146Z stage=normalize ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion tem?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "quantos funcionários orion tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "funcionários",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "employee"
},
"measurement_expression": "quantos funcionários",
"measurable_dimension_key": "employee_count",
"measurement_semantics": true,
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
]
}
}
=== 2026-09-13T16:04:59.492020Z stage=proposal ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion tem?
ir_kind: semantic_query
---
{
"raw_input": "quantos funcionários orion tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "funcionários",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
}
],
"measurement_expression": "quantos funcionários",
"measurable_dimension_key": "employee_count",
"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": true,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:59.498038Z stage=repair ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion tem?
utterance_kind: query
primitive_hint: measurement
repairs_applied: ["class_hint_propagation"]
---
{
"raw_input": "quantos funcionários orion tem?",
"utterance_kind": "query",
"primitive_hint": "measurement",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "employee",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "funcionários",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "employee",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"class_hint": "employee",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
}
],
"measurement_expression": "quantos funcionários",
"measurable_dimension_key": "employee_count",
"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": true,
"domain_hints": [],
"confidence": 1.0,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:59.502050Z stage=assessment ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion 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"
]
}
=== 2026-09-13T16:04:59.506487Z stage=query_resolution ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion tem?
---
{
"status": "resolved",
"primitive": "measurement",
"notes": [
"measurement_query",
"observation_at_time"
]
}
=== 2026-09-13T16:04:59.506487Z stage=canonical ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
user_text: quantos funcionários orion 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": "quantos funcionários orion tem?",
"query": {
"intent": "measurement",
"entities": [
{
"text": "Orion",
"type_hint": {
"key": "entity.learned.employee"
},
"role": {
"key": "role.subject"
},
"suggested_aliases": [],
"confidence": 1.0,
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"reference_kind": "named"
},
{
"text": "funcionários",
"type_hint": {
"key": "entity.learned.employee"
},
"role": {
"key": "role.object"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "class"
}
],
"entity_association": "subject",
"event_types": [],
"state_dimensions": [],
"state_values": [],
"relation_types": [],
"relation_scope": "current",
"measurement_dimension_key": "employee_count",
"measurement_query_mode": "observation_at_time",
"actions": [],
"facts": [],
"domains": [],
"aggregate": "none",
"hierarchy": "exact",
"version_policy": "current",
"time": {
"original_text": "agora",
"relative_period": "now"
},
"sort": "event_time_desc"
},
"discourse_decision": "continue"
}
=== 2026-09-13T16:04:59.515761Z stage=discourse_resolution ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"decision": "continue",
"source": "active_focus",
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
]
}
=== 2026-09-13T16:04:59.523231Z stage=entity_resolution ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"resolutions": [
{
"reference": {
"text": "Orion",
"reference_kind": "named",
"type_hint": "entity.learned.employee"
},
"strategy": "explicit_id",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
"type": "entity.organization",
"match": "explicit_id"
}
],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
]
}
],
"count": 1
}
=== 2026-09-13T16:04:59.550884Z stage=discourse_update ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
interpreter_request_id: 6ce1a3bb-e68e-4749-98bf-aae3a7fc4457
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"previous_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"new_focus": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"reason": "successful_query",
"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
}
],
"idle_turns": 0
}
=== 2026-09-13T16:04:59.556685Z stage=engine ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
pke_request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
conversation_id: conv_01M2BVY6ZCWE1GF8PP772Y0PXN
---
{
"path": "ask",
"status": "answered",
"issues": [],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"answer_kind": "measurement",
"result": {
"dimension": "employee_count",
"status": "temporally_unknown",
"numeric_value": "20",
"unit": "funcionários"
},
"value": "20",
"dimension": "employee_count"
}
=== 2026-09-13T16:04:59.573397Z stage=response_projection ===
client_request_id: 5217fa723517b53b9ee79e009397b7f0
request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
status: answered
---
{
"source_status": "answered",
"source_kind": "measurement",
"projected_status": "answered",
"projected_kind": "measurement",
"value": "20",
"unit": "funcionários",
"dimension": "employee_count",
"source_value": "20",
"source_unit": "funcionários"
}
=== 2026-09-13T16:04:59.623329Z stage=presenter_request ===
request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
client_request_id: 5217fa723517b53b9ee79e009397b7f0
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR7FCSAA64ZYES070MM3TH
operation: knowledge_query
status: answered
---
{
"user_text": "quantos funcionários orion tem?",
"structured_result": {
"status": "answered",
"operation": "knowledge_query",
"kind": "measurement",
"value": "20",
"values": [
"20"
],
"relation_answer": null,
"matched_entities": [
"Orion"
],
"candidates": [],
"reason": null,
"error_code": null,
"items": [
{
"label": "employee_count",
"value": "20",
"unit": "funcionários"
}
],
"dimension": "employee_count",
"unit": "funcionários",
"entity": {
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"name": "Orion"
},
"claims": null
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T16:04:59.658912Z stage=presenter_response ===
request_id: req_01M2DR7FD97D6W360C4W0G7Z3R
client_request_id: 5217fa723517b53b9ee79e009397b7f0
conversation_id: 55ac9348-52ac-421c-af97-8867dbc29202
user_message_id: msg_01M2DR7FCSAA64ZYES070MM3TH
status: failed
---
{
"text": "Orion: 20 funcionários.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"provider": "deepseek",
"model": "deepseek-chat",
"fallback_used": true,
"latency_ms": 28,
"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"
}
