{ "schema_version": "imprint_reader_v3_canonical_only_metaquery224_20260829", "identity": { "reader_id": "Unique semantic update ID", "knowledge_id": "Legacy-compatible adapter routing ID; equal to reader_id", "behavior_id": "Non-empty only for behavior updates", "update_type": [ "knowledge", "behavior" ] }, "source_contract": { "required": [ "reader_id", "knowledge_id", "update_type", "title", "category", "subcategory", "context", "question", "answer", "variants", "reader_target", "sample_hash" ], "variants_per_source": 8, "legacy_behavior_alias": "canonical_fact equals canonical_behavior for behavior rows" }, "teacher_contract": { "messages_key": "messages", "routing_key": "knowledge_id", "strict_match_keys": [ "sample_hash", "meta_query" ], "target_key": "actor_sft_target", "targets_per_source": 4, "prompt_pool_size": 224, "prompt_selection": "random.Random(prompt_seed + qa_index).shuffle; take first four", "target_format": "canonical fact or canonical behavior only" } }