PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919200003_504e697ce7091d47098c0248147a9440.log
=== 2026-09-19T23:00:03.272675Z stage=discourse_input ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"conversation_id": "conv_01M2XRV3XWDT21PDWJ5ATPFN4E",
"active_focus": {
"primitive": "relation",
"relation_type": "relation.owns",
"target_type": "entity.automobile",
"entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"display_name": "owned:automobile:W8HZ5EKT"
},
"recent_referents": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"type_key": "entity.automobile",
"display_name": "owned:automobile:W8HZ5EKT",
"role": "active_focus",
"salience": 1.0
},
{
"entity_id": "01M2EC1QP594DJS3742ME28KTY",
"type_key": "entity.organization",
"display_name": "Unifor",
"role": "previous_focus",
"salience": 0.6
},
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
"salience": 0.433
}
],
"allowed_entity_ids": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8",
"01M2EC1QP594DJS3742ME28KTY",
"01M2B33EC2QNC9PZGG784ET9VK"
],
"pending_intent": null
}
=== 2026-09-19T23:00:05.133880Z stage=llm_response ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
provider_request_id: 556a17e7-2744-4b80-a8ae-3407ad510017
attempt: 1
model: deepseek-flash
latency_ms: 1812
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "james, onde estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"relation_expression": "estudar em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
}
],
"confidence": 0.85
}
}
=== 2026-09-19T23:00:05.171512Z stage=normalize ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "james, onde estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
},
"relation_expression": "estudar em",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"discourse_decision": "continue",
"entities_mentioned": [
{
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual"
}
],
"confidence": 0.85
}
}
=== 2026-09-19T23:00:05.195205Z stage=proposal ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
ir_kind: semantic_query
---
{
"raw_input": "james, onde estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
}
],
"relation_expression": "estudar em",
"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": 0.85,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T23:00:05.229371Z stage=repair ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "james, onde estudo?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "eu",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
}
],
"relation_expression": "estudar em",
"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": 0.85,
"assertion_confidence": {},
"claims": [],
"correction_semantics": false,
"discourse_decision": "continue"
}
=== 2026-09-19T23:00:05.239269Z stage=assessment ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
---
{
"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"
]
}
=== 2026-09-19T23:00:05.256215Z stage=relation_resolution_input ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_input",
"expression": "estudar em",
"alias_key": "estudar_em",
"source_type": "person",
"target_type": null,
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-19T23:00:05.265131Z stage=relation_alias_lookup ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_alias_lookup",
"expression": "estudar em",
"result": "miss",
"alias_key": "estudar_em"
}
=== 2026-09-19T23:00:05.273496Z stage=relation_candidate_discovery ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_candidate_discovery",
"expression": "estudar em",
"candidates": [],
"swap_endpoints": [],
"direct_candidates": [],
"inverse_candidates": [],
"graph_present": []
}
=== 2026-09-19T23:00:05.809515Z stage=relation_llm_resolution ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_llm_resolution",
"expression": "estudar em",
"result": "error",
"error": "LlmProviderError",
"failure_class": "ConnectError",
"provider": "DeepSeekProvider",
"model": "deepseek-chat",
"attempt": 1,
"latency_ms": 516.0000000032596,
"provider_path": "shared"
}
=== 2026-09-19T23:00:05.824427Z stage=relation_resolution_cache_hit ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "estudar_em",
"source_type": "person",
"target_type": null,
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed",
"no_candidates"
],
"failure_class": "ConnectError"
}
=== 2026-09-19T23:00:05.836732Z stage=relation_resolution_cache_hit ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "estudar_em",
"source_type": "person",
"target_type": null,
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed",
"no_candidates"
],
"failure_class": "ConnectError"
}
=== 2026-09-19T23:00:05.844929Z stage=query_resolution ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
---
{
"status": "insufficient",
"primitive": "relation",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed",
"no_candidates",
"relation_llm_resolution",
"relation_resolution_stage=llm",
"relation_resolution_failure_class=ConnectError",
"relation_resolution_cache_hit",
"relation_identity_incomplete"
]
}
=== 2026-09-19T23:00:05.852182Z stage=canonical ===
client_request_id: 504e697ce7091d47098c0248147a9440
pke_request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
interpreter_request_id: 8107ef85-6cb6-4d4b-9aa4-f46bf3bbe646
conversation_id: conv_01M2XRV3XWDT21PDWJ5ATPFN4E
user_text: james, onde estudo?
wire_stage: unresolved
failure_stage: CONCEPT_RESOLUTION
execution_reasons: []
primitive: relation
concepts_status: unresolved
concepts_notes: ["relation_resolution_provider_unavailable", "llm_resolution_failed", "no_candidates", "relation_llm_resolution", "relation_resolution_stage=llm", "relation_resolution_failure_class=ConnectError", "relation_resolution_cache_hit"]
---
null
=== 2026-09-19T23:00:05.932497Z stage=presenter_request ===
request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
client_request_id: 504e697ce7091d47098c0248147a9440
conversation_id: a9aecc65-d565-49cc-be90-56b23089b04a
user_message_id: msg_01M2XYBVH1PKVP3ECB8008CQ8B
operation: none
status: unsupported
---
{
"user_text": "james, onde estudo?",
"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
},
"conversation_context": [
{
"role": "assistant",
"text": "Você estuda na Unifor."
},
{
"role": "user",
"text": "quantos anos eu tenho?"
},
{
"role": "assistant",
"text": "29 anos."
},
{
"role": "user",
"text": "eu tenho carro?"
},
{
"role": "assistant",
"text": "Sim."
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T23:00:06.941441Z stage=presenter_response ===
request_id: req_01M2XYBVHFBDB5V0QVEWDZ78DA
client_request_id: 504e697ce7091d47098c0248147a9440
conversation_id: a9aecc65-d565-49cc-be90-56b23089b04a
user_message_id: msg_01M2XYBVH1PKVP3ECB8008CQ8B
provider_request_id: 8caa50d5-e2ae-4dd1-afb3-9a7ce410d9de
status: ok
---
{
"text": "Não entendi bem o que você quis dizer com isso.",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 992,
"attempt": 1,
"provider_request_id": "8caa50d5-e2ae-4dd1-afb3-9a7ce410d9de",
"status": "ok"
}
