PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913171715_0c751abc3e3d1b1879e005034e02a956.log
=== 2026-09-13T20:17:15.558247Z stage=discourse_input ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"conversation_id": "conv_01M2E6KHRG6P4EXEG4RHS1SYXC",
"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
}
],
"allowed_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
],
"pending_intent": null
}
=== 2026-09-13T20:17:17.505942Z stage=llm_response ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
provider_request_id: 1af575e8-2e20-4f7d-bcf1-9d9dcb9c643f
attempt: 1
model: deepseek-flash
latency_ms: 1953
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person",
"role": "employee"
},
"relation_expression": "emprega",
"link_semantics": true,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"discourse_decision": "continue",
"confidence": "high"
}
}
=== 2026-09-13T20:17:17.515214Z stage=normalize ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person",
"role": "employee"
},
"relation_expression": "emprega",
"link_semantics": true,
"entities_mentioned": [
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"discourse_decision": "continue",
"confidence": "high"
}
}
=== 2026-09-13T20:17:18.933694Z stage=llm_response ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
provider_request_id: 0750341c-58d3-46a2-acdc-fe8685a502a7
attempt: 2
model: deepseek-flash
latency_ms: 1358
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class"
},
"relation_expression": "emprega",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-13T20:17:18.949055Z stage=normalize ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class"
},
"relation_expression": "emprega",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-13T20:17:18.949055Z stage=proposal ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
ir_kind: semantic_query
---
{
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "emprega",
"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": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T20:17:18.964915Z stage=repair ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "Quem a Orion emprega?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named",
"known_entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"confidence": 1.0
},
"object": {
"text": "quem",
"kind_hint": "person",
"reference_kind": "class",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [],
"relation_expression": "emprega",
"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": 0.9,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-13T20:17:18.964915Z stage=assessment ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
---
{
"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"
]
}
=== 2026-09-13T20:17:18.964915Z stage=relation_resolution_input ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_resolution_input",
"expression": "emprega",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T20:17:18.980651Z stage=relation_alias_lookup ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_alias_lookup",
"expression": "emprega",
"result": "miss",
"alias_key": "emprega"
}
=== 2026-09-13T20:17:18.981577Z stage=relation_candidate_discovery ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_candidate_discovery",
"expression": "emprega",
"candidates": [
"relation.employed_by"
],
"swap_endpoints": [
true
],
"direct_candidates": [],
"inverse_candidates": [
"relation.employed_by"
],
"graph_present": []
}
=== 2026-09-13T20:17:19.466416Z stage=relation_llm_resolution ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_llm_resolution",
"expression": "emprega",
"result": "error",
"error": "LlmProviderError",
"failure_class": "ConnectError",
"provider": "DeepSeekProvider",
"model": "deepseek-chat",
"attempt": 1,
"latency_ms": 500.0
}
=== 2026-09-13T20:17:19.483580Z stage=relation_resolution_cache_hit ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed"
],
"failure_class": "ConnectError"
}
=== 2026-09-13T20:17:19.483580Z stage=relation_resolution_cache_hit ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "emprega",
"source_type": "organization",
"target_type": "person",
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed"
],
"failure_class": "ConnectError"
}
=== 2026-09-13T20:17:19.497158Z stage=query_resolution ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
---
{
"status": "insufficient",
"primitive": "relation",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed",
"relation_llm_resolution",
"relation_resolution_stage=llm",
"relation_resolution_failure_class=ConnectError",
"relation_resolution_cache_hit",
"candidates=relation.employed_by",
"relation_identity_incomplete"
]
}
=== 2026-09-13T20:17:19.499153Z stage=canonical ===
client_request_id: 0c751abc3e3d1b1879e005034e02a956
pke_request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
interpreter_request_id: 517a8d73-cc08-4d29-bd80-a021a2001d83
conversation_id: conv_01M2E6KHRG6P4EXEG4RHS1SYXC
user_text: Quem a Orion emprega?
wire_stage: unresolved
failure_stage: CONCEPT_RESOLUTION
execution_reasons: []
primitive: relation
concepts_status: unresolved
concepts_notes: ["relation_resolution_provider_unavailable", "llm_resolution_failed", "relation_llm_resolution", "relation_resolution_stage=llm", "relation_resolution_failure_class=ConnectError", "relation_resolution_cache_hit", "candidates=relation.employed_by"]
---
null
=== 2026-09-13T20:17:19.549219Z stage=presenter_request ===
request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
client_request_id: 0c751abc3e3d1b1879e005034e02a956
conversation_id: f55dc05e-0617-4ece-bc8b-eb49ec618489
user_message_id: msg_01M2E6NER4JQKY5587R21JSED3
operation: none
status: unsupported
---
{
"user_text": "Quem a Orion emprega?",
"structured_result": {
"status": "unsupported",
"operation": "none",
"kind": "interpretation",
"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
}
=== 2026-09-13T20:17:20.784447Z stage=presenter_response ===
request_id: req_01M2E6NERNTS5EEYJ9VQSXX1VF
client_request_id: 0c751abc3e3d1b1879e005034e02a956
conversation_id: f55dc05e-0617-4ece-bc8b-eb49ec618489
user_message_id: msg_01M2E6NER4JQKY5587R21JSED3
provider_request_id: 94db0d50-6e23-4757-b4c6-e616b81fddc8
status: ok
---
{
"text": "Não entendi o que você quis perguntar.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 1192,
"attempt": 1,
"provider_request_id": "94db0d50-6e23-4757-b4c6-e616b81fddc8",
"status": "ok"
}
