PKE
Trace de abstração
Frase → JSON da LLM → claims → primitivos. Até onde o James desceu nesta fala.
PKE · 20260913163717_e79733b9514ae7edd344a9bfd8f05640.log
=== 2026-09-13T19:37:17.488299Z stage=discourse_input ===
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pke_request_id: req_01M2E4C8W90ZZ7NE0K007P5KHK
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"conversation_id": "conv_01M2E4C8RS2E3XNT1XA0VA0GK0",
"active_focus": null,
"recent_referents": [],
"allowed_entity_ids": [],
"pending_intent": null
}
=== 2026-09-13T19:37:19.861061Z stage=llm_response ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
provider_request_id: 6298fb97-175e-4ad9-b046-5c7ce82e1cff
attempt: 1
model: deepseek-flash
latency_ms: 2344
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
},
"relation_expression": "trabalha na",
"link_semantics": true,
"temporal": {
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"occurrence_aspect": "ongoing"
},
"entities_mentioned": [
{
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person"
},
"object": {
"text": "Orion",
"kind_hint": "organization"
},
"predicate": "trabalha na",
"origin": "explicit"
}
],
"discourse_decision": "new_topic",
"confidence": 0.95
}
}
=== 2026-09-13T19:37:19.881456Z stage=normalize ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
route: semantic_v3
notes: []
---
{
"ir_kind": "semantic_proposal",
"ir": {
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
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"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named"
},
"object": {
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"reference_kind": "named"
},
"relation_expression": "trabalha na",
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},
"entities_mentioned": [
{
"text": "Carlos",
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},
{
"text": "Orion",
"kind_hint": "organization",
"reference_kind": "named"
}
],
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person"
},
"object": {
"text": "Orion",
"kind_hint": "organization"
},
"predicate": "trabalha na",
"origin": "explicit"
}
],
"discourse_decision": "new_topic",
"confidence": 0.95
}
}
=== 2026-09-13T19:37:19.913984Z stage=proposal ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
ir_kind: semantic_proposal
---
{
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
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"reference_kind": "named",
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},
"participants": [],
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{
"text": "Carlos",
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"reference_kind": "named",
"confidence": 1.0
},
{
"text": "Orion",
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}
],
"relation_expression": "trabalha na",
"temporal": {
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"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": 0.95,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
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"confidence": 1.0
},
"predicate": "trabalha na",
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}
],
"correction_semantics": false,
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}
=== 2026-09-13T19:37:19.978588Z stage=repair ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
utterance_kind: assert
primitive_hint: relation
---
{
"raw_input": "Carlos trabalha na Orion.",
"utterance_kind": "assert",
"primitive_hint": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
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},
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{
"text": "Carlos",
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"confidence": 1.0
},
{
"text": "Orion",
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"reference_kind": "named",
"confidence": 1.0
}
],
"relation_expression": "trabalha na",
"temporal": {
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},
"negation": false,
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"classification_semantics": false,
"measurement_semantics": false,
"domain_hints": [],
"confidence": 0.95,
"assertion_confidence": {},
"claims": [
{
"kind": "relation",
"subject": {
"text": "Carlos",
"kind_hint": "person",
"reference_kind": "named",
"confidence": 1.0
},
"object": {
"text": "Orion",
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"confidence": 1.0
},
"predicate": "trabalha na",
"confidence": 1.0,
"origin": "explicit"
}
],
"correction_semantics": false,
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}
=== 2026-09-13T19:37:19.978588Z stage=claims ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
---
{
"claims": [
{
"claim_id": "c1",
"kind": "relation",
"origin": "explicit",
"confidence": 1.0,
"subject": "Carlos",
"object": "Orion",
"predicate": "trabalha na"
}
]
}
=== 2026-09-13T19:37:19.994204Z stage=assessment ===
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pke_request_id: req_01M2E4C8W90ZZ7NE0K007P5KHK
interpreter_request_id: fbbf4b38-9f4f-4179-a58c-8e6a196665ae
conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
---
{
"status": "actionable",
"routed_primitive": "relation",
"decision_source": "explicit_atomic_claims",
"evidence": [
"claim:c1:relation",
"primitive_hint:relation"
],
"ignored_fallbacks": [],
"missing_semantic_roles": [],
"conflicting_signals": [],
"notes": [
"explicit atomic claims → relation"
]
}
=== 2026-09-13T19:37:20.010949Z stage=relation_resolution_input ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_resolution_input",
"expression": "trabalha na",
"alias_key": "trabalha_na",
"source_type": "person",
"target_type": "organization",
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T19:37:20.010949Z stage=relation_alias_lookup ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_alias_lookup",
"expression": "trabalha na",
"result": "match",
"canonical_relation": "relation.employed_by",
"source": "core"
}
=== 2026-09-13T19:37:20.027124Z stage=relation_resolution_input ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_resolution_input",
"expression": "trabalha na",
"alias_key": "trabalha_na",
"source_type": null,
"target_type": null,
"neighborhood": [],
"raw_input_ignored": true
}
=== 2026-09-13T19:37:20.027124Z stage=relation_alias_lookup ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"stage": "relation_alias_lookup",
"expression": "trabalha na",
"result": "match",
"canonical_relation": "relation.employed_by",
"source": "core"
}
=== 2026-09-13T19:37:20.027124Z stage=canonical ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
user_text: Carlos trabalha na Orion.
ir_type: IngestIR
wire_stage: canonical
execution_outcome: valid_executable
execution_reasons: []
primitive: relation
concepts_status: resolved
concepts_notes: ["relation_resolved=relation.employed_by", "relation_resolution_source=core", "relation_resolution_stage=core_lemma"]
relation_type: relation.employed_by
---
{
"intent": "record_relation",
"raw_input": "Carlos trabalha na Orion.",
"domains": [],
"entities_mentioned": [
{
"text": "Carlos",
"type_hint": {
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"confidence": 1.0,
"reference_kind": "named"
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{
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"object": {
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},
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"confidence": 1.0,
"reference_kind": "named"
},
"mode": "assert",
"time": {
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"occurrence_status": "ongoing"
}
},
"additional_relations": [],
"missing_hints": [],
"claim_report": {
"received": 1,
"assumed_dropped": 0,
"derived_deferred": 0,
"unsupported": 0,
"notes": [],
"executions": [
{
"claim_id": "c1",
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"predicate": "trabalha na",
"canonical_dimension": "relation.employed_by",
"materialized_as": "relation"
}
]
},
"discourse_decision": "new_topic"
}
=== 2026-09-13T19:37:20.041757Z stage=discourse_resolution ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"decision": "new_topic",
"source": "current_utterance",
"resolved_entity_ids": []
}
=== 2026-09-13T19:37:20.059535Z stage=entity_resolution ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"resolutions": [
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"reference": {
"text": "Carlos",
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"type_hint": "entity.person"
},
"strategy": "named_identity_primary",
"outcome": "resolved",
"candidate_count": 1,
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"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person",
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],
"resolved_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM"
],
"notes": [
"named_exact_match"
]
},
{
"reference": {
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},
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"outcome": "resolved",
"candidate_count": 1,
"candidates": [
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"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
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"match": "name_exact"
}
],
"resolved_entity_ids": [
"01M2DR6BFCRPF7W8Z328GVGZN2"
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"named_exact_match"
]
}
],
"count": 2
}
=== 2026-09-13T19:37:20.096380Z stage=materialization ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"entities_created": [],
"entities_reused": [
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"entity_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"canonical_name": "Carlos",
"type": "entity.person"
},
{
"entity_id": "01M2DR6BFCRPF7W8Z328GVGZN2",
"canonical_name": "Orion",
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}
],
"relations_created": [
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"relation_id": "01M2DRA93KF1RNCJ99WTQDXTM7",
"subject_id": "01M2DRA93KS6QX8R8D9CG15YMM",
"type": "relation.employed_by",
"object_id": "01M2DR6BFCRPF7W8Z328GVGZN2"
}
],
"attributes_created": [],
"measurements_created": [],
"claim_results": [
{
"claim_id": "c1",
"kind": "relation",
"status": "committed",
"predicate": "trabalha na",
"canonical_dimension": "relation.employed_by",
"dimension_source": null,
"value": null,
"reason": null,
"materialized_as": "relation",
"relation_id": "01M2DRA93KF1RNCJ99WTQDXTM7"
}
],
"claim_tally": {
"received": 1,
"valid": 1,
"committed": 1,
"derived": 0,
"rejected": 0,
"deferred": 0
}
}
=== 2026-09-13T19:37:20.119984Z stage=discourse_update ===
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conversation_id: conv_01M2E4C8RS2E3XNT1XA0VA0GK0
---
{
"previous_focus": [],
"new_focus": [
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],
"reason": "successful_write",
"active_focus": {
"primitive": "ingest",
"relation_type": "relation.employed_by",
"target_type": "entity.organization",
"entity_ids": [
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],
"display_name": "Orion"
},
"recent_referents": [
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"type_key": "entity.organization",
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"role": "active_focus",
"salience": 1.0
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"idle_turns": 0
}
=== 2026-09-13T19:37:20.123994Z stage=engine ===
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---
{
"path": "ingest",
"status": "committed",
"is_correction": false,
"issues": [],
"bound_entity_ids": [
"01M2DRA93KS6QX8R8D9CG15YMM",
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}
}
=== 2026-09-13T19:37:20.186311Z stage=presenter_request ===
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conversation_id: 2ebf231a-15a2-491c-b941-55f4dae9013e
user_message_id: msg_01M2E4C8VJR2NTYBQCWBWYFJ5N
operation: knowledge_write
status: committed
---
{
"user_text": "Carlos trabalha na Orion.",
"structured_result": {
"status": "committed",
"operation": "knowledge_write",
"kind": "acknowledgement",
"value": null,
"values": [],
"relation_answer": null,
"matched_entities": [],
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"reason": null,
"error_code": null,
"items": [],
"dimension": null,
"unit": null,
"entity": null,
"claims": {
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"derived": 0,
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}
},
"presenter_provider": "deepseek",
"presenter_model": "deepseek-chat",
"attempt": 1
}
=== 2026-09-13T19:37:21.247170Z stage=presenter_response ===
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status: ok
---
{
"text": "Entendi, vou lembrar que o Carlos trabalha na Orion.",
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"presenter_model": "deepseek-flash",
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"status": "ok"
}
