PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260926215645_e3e9ceb7790b260f0aea8584cd7c3d81.log
=== 2026-09-27T00:56:45.243026Z stage=srl_trace ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"trace_id": "e3e9ceb7790b260f0aea8584cd7c3d81",
"client_request_id": "e3e9ceb7790b260f0aea8584cd7c3d81",
"pke_request_id": "req_01M3G5TJDGVK1SVDJCVNQFQZ43",
"guardrails": {
"max_depth": 8,
"max_llm_rounds": 6,
"max_nodes": 64,
"max_children_per_node": 8,
"max_same_concept_visits": 2,
"confidence_threshold": 0.5,
"cycle_detection": true
},
"loop": false
}
=== 2026-09-27T00:56:45.252507Z stage=discourse_input ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"conversation_id": "conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP",
"active_focus": {
"primitive": "ingest",
"relation_type": null,
"target_type": "entity.person",
"entity_ids": [
"01M3G5QKX1TM61HH21HK4AJHT2"
],
"display_name": "lucas"
},
"recent_referents": [
{
"entity_id": "01M3G5QKX1TM61HH21HK4AJHT2",
"type_key": "entity.person",
"display_name": "lucas",
"role": "active_focus",
"salience": 1.0
}
],
"allowed_entity_ids": [
"01M3G5QKX1TM61HH21HK4AJHT2"
],
"pending_intent": null
}
=== 2026-09-27T00:56:47.211332Z stage=llm_response ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
provider_request_id: 06cea305-0bab-4a0f-a151-e720f53a9511
attempt: 1
model: deepseek-flash
latency_ms: 1952
prompt_tokens: 5719
completion_tokens: 158
total_tokens: 5877
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": null,
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person"
},
"relation_expression": "conversou com",
"link_semantics": true,
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"confidence": 0.7
}
}
=== 2026-09-27T00:56:47.220848Z stage=normalize ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": null,
"kind_hint": "person",
"reference_kind": "class",
"class_hint": "person"
},
"relation_expression": "conversou com",
"link_semantics": true,
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"confidence": 0.7
}
}
=== 2026-09-27T00:56:48.808639Z stage=llm_response ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
provider_request_id: d3973215-68b3-46d6-9937-430e4d525fd6
attempt: 2
model: deepseek-flash
latency_ms: 1530
prompt_tokens: 5761
completion_tokens: 181
total_tokens: 5942
raw_available: 1
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
},
"relation_expression": "conversou sobre",
"link_semantics": true,
"participants": [
{
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
}
],
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-27T00:56:48.818786Z stage=normalize ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_query",
"ir": {
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
},
"relation_expression": "conversou sobre",
"link_semantics": true,
"participants": [
{
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
}
],
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project"
}
],
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"discourse_decision": "continue",
"confidence": 0.9
}
}
=== 2026-09-27T00:56:48.828785Z stage=proposal ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
ir_kind: semantic_query
---
{
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project",
"confidence": 1.0
},
"participants": [
{
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
}
],
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project",
"confidence": 1.0
}
],
"relation_expression": "conversou sobre",
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"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"
}
=== 2026-09-27T00:56:48.840435Z stage=repair ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
utterance_kind: query
primitive_hint: relation
---
{
"raw_input": "com quem eu conversei sobre um projeto?",
"utterance_kind": "query",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project",
"confidence": 1.0
},
"participants": [
{
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
}
],
"entities_mentioned": [
{
"text": "projeto",
"kind_hint": "thing",
"reference_kind": "class",
"class_hint": "project",
"confidence": 1.0
}
],
"relation_expression": "conversou sobre",
"temporal": {
"original_text": "",
"occurrence_aspect": "happened"
},
"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"
}
=== 2026-09-27T00:56:48.850562Z stage=assessment ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
---
{
"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"
]
}
=== 2026-09-27T00:56:48.861679Z stage=relation_resolution_input ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_resolution_input",
"expression": "conversou sobre",
"alias_key": "conversou_sobre",
"source_type": "person",
"target_type": "thing",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-27T00:56:48.870880Z stage=relation_alias_lookup ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_alias_lookup",
"expression": "conversou sobre",
"result": "miss",
"alias_key": "conversou_sobre"
}
=== 2026-09-27T00:56:48.880876Z stage=relation_candidate_discovery ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_candidate_discovery",
"expression": "conversou sobre",
"candidates": [
"relation.likes",
"relation.owns"
],
"swap_endpoints": [
false,
false
],
"direct_candidates": [
"relation.likes",
"relation.owns"
],
"inverse_candidates": [],
"graph_present": []
}
=== 2026-09-27T00:56:49.407797Z stage=relation_llm_resolution ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_llm_resolution",
"expression": "conversou sobre",
"result": "error",
"error": "LlmProviderError",
"failure_class": "ConnectError",
"provider": "DeepSeekProvider",
"model": "deepseek-chat",
"attempt": 1,
"latency_ms": 515.999999945052,
"provider_path": "shared"
}
=== 2026-09-27T00:56:49.418981Z stage=relation_resolution_cache_hit ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "conversou_sobre",
"source_type": "person",
"target_type": "thing",
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed"
],
"failure_class": "ConnectError"
}
=== 2026-09-27T00:56:49.430135Z stage=relation_resolution_cache_hit ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"stage": "relation_resolution_cache_hit",
"alias_key": "conversou_sobre",
"source_type": "person",
"target_type": "thing",
"status": "unresolved",
"notes": [
"relation_resolution_provider_unavailable",
"llm_resolution_failed"
],
"failure_class": "ConnectError"
}
=== 2026-09-27T00:56:49.441651Z stage=query_resolution ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
---
{
"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.likes|relation.owns",
"relation_identity_incomplete"
]
}
=== 2026-09-27T00:56:49.450657Z stage=canonical ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
user_text: com quem eu conversei sobre um projeto?
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.likes|relation.owns"]
---
null
=== 2026-09-27T00:56:49.462789Z stage=conversation_decision ===
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
pke_request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
interpreter_request_id: fa4a1b1a-6aa4-4a25-8dff-a16d1002e102
conversation_id: conv_01M3G5M3PZ6XQCFZQRE2Q9MAXP
trace_id: e3e9ceb7790b260f0aea8584cd7c3d81
---
{
"decision": "DELEGATE",
"source": "SRL",
"delegated": true
}
=== 2026-09-27T00:56:49.532829Z stage=presenter_request ===
request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
conversation_id: 6dbdc0a3-e43e-4306-8c0b-c51b5a7726a1
user_message_id: msg_01M3G5TJD2K7FZ8Q6K0A7WGGAW
operation: none
status: unsupported
---
{
"user_text": "com quem eu conversei sobre um projeto?",
"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": "Entendi, você comprou um caderno azul hoje. Vou lembrar disso."
},
{
"role": "user",
"text": "hoje conversei com lucas sobre um projeto"
},
{
"role": "assistant",
"text": "Entendi, você conversou com o Lucas sobre um projeto hoje. Vou lembrar disso."
},
{
"role": "user",
"text": "o que eu comprei hoje?"
},
{
"role": "assistant",
"text": "Em que período você quer consultar?"
}
],
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-27T00:56:50.497593Z stage=presenter_response ===
request_id: req_01M3G5TJDGVK1SVDJCVNQFQZ43
client_request_id: e3e9ceb7790b260f0aea8584cd7c3d81
conversation_id: 6dbdc0a3-e43e-4306-8c0b-c51b5a7726a1
user_message_id: msg_01M3G5TJD2K7FZ8Q6K0A7WGGAW
provider_request_id: d5214d00-ec4c-4071-9c54-9c8cdff99c72
status: ok
---
{
"text": "Não entendi bem o que você quer saber com isso. Pode reformular?",
"presenter_provider": "deepseek",
"presenter_model": "deepseek-flash",
"provider": "deepseek",
"model": "deepseek-flash",
"fallback_used": false,
"latency_ms": 954,
"attempt": 1,
"provider_request_id": "d5214d00-ec4c-4071-9c54-9c8cdff99c72",
"status": "ok"
}
