PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260919175734_5b22fe6e8a84dc50c1097c877987a889.log
=== 2026-09-19T20:57:34.556168Z stage=discourse_input ===
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pke_request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
---
{
"conversation_id": "conv_01M2XQ74DJWGGEJPJZP6YNVA7V",
"active_focus": {
"primitive": "measurement",
"relation_type": null,
"target_type": "entity.learned.cat",
"entity_ids": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"display_name": "Luna"
},
"recent_referents": [
{
"entity_id": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "active_focus",
"salience": 1.0
}
],
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}
=== 2026-09-19T20:57:36.850635Z stage=llm_response ===
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conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
provider_request_id: a2464e6f-f69a-484e-bb24-52f4ef0f28d8
attempt: 1
model: deepseek-flash
latency_ms: 2280
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho um carro do modelo city",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"relation_expression": "owns",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
}
],
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "automobile",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "model",
"value_text": "City",
"origin": "explicit"
}
],
"discourse_decision": "new_topic",
"confidence": 0.9
}
}
=== 2026-09-19T20:57:36.862607Z stage=normalize ===
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interpreter_request_id: 5c752e7f-a39b-487a-9cb4-5737f2374cdb
conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "eu tenho um carro do modelo city",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
},
"relation_expression": "owns",
"link_semantics": true,
"temporal": {
"original_text": "",
"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"class_hint": "automobile",
"reference_kind": "possessive"
}
],
"claims": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"class_hint": "automobile",
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "owns",
"origin": "explicit"
},
{
"kind": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive"
},
"predicate": "model",
"value_text": "City",
"origin": "explicit"
}
],
"discourse_decision": "new_topic",
"confidence": 0.9
}
}
=== 2026-09-19T20:57:36.871605Z stage=proposal ===
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pke_request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
interpreter_request_id: 5c752e7f-a39b-487a-9cb4-5737f2374cdb
conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
ir_kind: semantic_proposal
---
{
"raw_input": "eu tenho um carro do modelo city",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
}
],
"relation_expression": "owns",
"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": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"class_hint": "automobile",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "model",
"value_text": "City",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-19T20:57:36.881603Z stage=repair ===
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conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "eu tenho um carro do modelo city",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
},
"participants": [],
"entities_mentioned": [
{
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"class_hint": "automobile",
"confidence": 1.0
}
],
"relation_expression": "owns",
"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": [
{
"kind": "classification",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"class_hint": "automobile",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "relation",
"subject": {
"text": "self",
"kind_hint": "person",
"reference_kind": "contextual",
"confidence": 1.0
},
"object": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "owns",
"confidence": 1.0,
"origin": "explicit"
},
{
"kind": "attribute",
"subject": {
"text": "carro",
"kind_hint": "vehicle",
"reference_kind": "possessive",
"confidence": 1.0
},
"predicate": "model",
"value_text": "City",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
"discourse_decision": "new_topic"
}
=== 2026-09-19T20:57:36.887602Z stage=claims ===
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conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
---
{
"claims": [
{
"claim_id": "c1",
"kind": "classification",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro",
"class": "automobile"
},
{
"claim_id": "c2",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "self",
"object": "carro",
"predicate": "owns"
},
{
"claim_id": "c3",
"kind": "attribute",
"origin": "explicit",
"confidence": 1.0,
"subject": "carro",
"predicate": "model",
"value": "City",
"canonical_dimension": "model",
"dimension_source": "core"
}
]
}
=== 2026-09-19T20:57:36.894631Z stage=assessment ===
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pke_request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
interpreter_request_id: 5c752e7f-a39b-487a-9cb4-5737f2374cdb
conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c1:type",
"claim:c2:relation",
"claim:c3:attribute",
"primitive_hint:relation"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → relation"
]
}
=== 2026-09-19T20:57:36.900630Z stage=relation_resolution_input ===
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---
{
"stage": "relation_resolution_input",
"expression": "owns",
"alias_key": "owns",
"source_type": "person",
"target_type": "vehicle",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-19T20:57:36.906603Z stage=relation_alias_lookup ===
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---
{
"stage": "relation_alias_lookup",
"expression": "owns",
"result": "canonical",
"canonical_relation": "relation.owns",
"swap_endpoints": false,
"source": "core"
}
=== 2026-09-19T20:57:36.913926Z stage=canonical ===
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conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
user_text: eu tenho um carro do modelo city
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: ["attribute dimension=model source=core"]
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.owns", "relation_resolution_source=core", "relation_resolution_stage=canonical"]
relation_type: relation.owns
---
{
"intent": "record_relation",
"raw_input": "eu tenho um carro do modelo city",
"domains": [],
"entities_mentioned": [
{
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
{
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
}
],
"attribute": {
"subject": {
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"dimension_key": "model",
"value_kind": "text",
"text_value": "City",
"is_current": true,
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_attributes": [],
"additional_measurements": [],
"relation": {
"type": {
"key": "relation.owns"
},
"subject": {
"text": "self",
"type_hint": {
"key": "entity.person"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "contextual"
},
"object": {
"text": "carro",
"type_hint": {
"key": "entity.automobile"
},
"suggested_aliases": [],
"confidence": 1.0,
"reference_kind": "possessive"
},
"mode": "assert",
"time": {
"original_text": "",
"occurrence_status": "ongoing"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 3,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [],
"executions": [
{
"claim_id": "c1",
"kind": "classification",
"status": "bound"
},
{
"claim_id": "c2",
"kind": "relation",
"status": "overlayed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"materialized_as": "relation"
},
{
"claim_id": "c3",
"kind": "attribute",
"status": "overlayed",
"predicate": "model",
"canonical_dimension": "model",
"dimension_source": "core",
"value": "City",
"materialized_as": "attribute"
}
]
},
"discourse_decision": "new_topic"
}
=== 2026-09-19T20:57:36.920298Z stage=discourse_resolution ===
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---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-19T20:57:36.949740Z stage=entity_resolution ===
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---
{
"resolutions": [
{
"reference": {
"text": "carro",
"reference_kind": "possessive",
"type_hint": "entity.automobile"
},
"strategy": "owned_object_create",
"outcome": "create_candidate",
"candidate_count": 0,
"candidates": [],
"actor_entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"relation": "relation.owns",
"create_canonical_name": null,
"create_type": "entity.automobile",
"notes": [
"possessive_owned_object_create"
]
},
{
"reference": {
"text": "self",
"reference_kind": "contextual",
"type_hint": "entity.person"
},
"strategy": "principal_self",
"outcome": "resolved",
"candidate_count": 1,
"candidates": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person",
"match": "principal"
}
],
"resolved_entity_ids": [
"01M2AZ0YGCFRZ6VKPSCCMVTBN8"
]
}
],
"count": 2
}
=== 2026-09-19T20:57:36.979934Z stage=materialization ===
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---
{
"entities_created": [
{
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"canonical_name": "owned:automobile:W8HZ5EKT",
"type": "entity.automobile"
}
],
"entities_reused": [
{
"entity_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"canonical_name": "__principal__",
"type": "entity.person"
}
],
"relations_created": [
{
"relation_id": "01M2XQBNE2H1RX9EXW2S5N4NEK",
"subject_id": "01M2AZ0YGCFRZ6VKPSCCMVTBN8",
"type": "relation.owns",
"object_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
}
],
"attributes_created": [
{
"attribute_id": "01M2XQBNDW5HEEM93QD2GSRX18",
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8",
"dimension": "model",
"value": "City"
}
],
"measurements_created": [],
"claim_results": [
{
"claim_id": "c1",
"kind": "classification",
"status": "bound",
"predicate": null,
"canonical_dimension": null,
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": null
},
{
"claim_id": "c2",
"kind": "relation",
"status": "committed",
"predicate": "owns",
"canonical_dimension": "relation.owns",
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": "relation",
"relation_id": "01M2XQBNE2H1RX9EXW2S5N4NEK"
},
{
"claim_id": "c3",
"kind": "attribute",
"status": "committed",
"predicate": "model",
"canonical_dimension": "model",
"dimension_source": "core",
"value": "City",
"reason": null,
"materialized_as": "attribute",
"attribute_id": "01M2XQBNDW5HEEM93QD2GSRX18",
"entity_id": "01M2XQBNDPJ4C0SN8GPYEK7NM8"
}
],
"claim_tally": {
"received": 3,
"valid": 3,
"committed": 3,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-19T20:57:37.004216Z stage=discourse_update ===
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---
{
"previous_focus": [
"01M2B33EC2QNC9PZGG784ET9VK"
],
"new_focus": [
"01M2XQBNDPJ4C0SN8GPYEK7NM8"
],
"reason": "topic_switch",
"active_focus": {
"primitive": "ingest",
"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": "01M2B33EC2QNC9PZGG784ET9VK",
"type_key": "entity.learned.cat",
"display_name": "Luna",
"role": "previous_focus",
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}
],
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}
=== 2026-09-19T20:57:37.011188Z stage=engine ===
client_request_id: 5b22fe6e8a84dc50c1097c877987a889
pke_request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
conversation_id: conv_01M2XQ74DJWGGEJPJZP6YNVA7V
---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [
{
"code": "entity.create_pending",
"message": "objeto possuído será criado no commit"
}
],
"bound_entity_ids": [
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],
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}
}
=== 2026-09-19T20:57:37.087456Z stage=presenter_request ===
request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
client_request_id: 5b22fe6e8a84dc50c1097c877987a889
conversation_id: 840af231-bec8-44d6-94e7-fd4c8970bda2
user_message_id: msg_01M2XQBK2A2BP035F3W0HPN2SW
operation: knowledge_write
status: committed
---
{
"user_text": "eu tenho um carro do modelo city",
"structured_result": {
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}
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-19T20:57:37.136852Z stage=presenter_response ===
request_id: req_01M2XQBK2N1Y777WDJ06J36FPE
client_request_id: 5b22fe6e8a84dc50c1097c877987a889
conversation_id: 840af231-bec8-44d6-94e7-fd4c8970bda2
user_message_id: msg_01M2XQBK2A2BP035F3W0HPN2SW
status: failed
---
{
"text": "Entendi.",
"presenter_provider": "deepseek",
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"provider": "deepseek",
"model": "deepseek-chat",
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"exception_class": "ConnectError",
"safe_error_message": "presenter llm unavailable (ConnectError)",
"fallback_reason": "provider_error",
"status": "failed",
"reason": "presenter llm unavailable (ConnectError)",
"fallback_template": "committed",
"structured_result_status": "committed"
}
