{ "schema_version": "1.0.0", "platform": "XpertSystems.ai Synthetic Data Platform", "product": "Trading Concepts Knowledge Base", "sku": "FIN-QA-001", "price": "$100,000 \u2013 $150,000", "vertical": "Synthetic Financial Knowledge Systems", "seed": 42, "generated_at": "2026-05-29T18:52:39Z", "params": { "n_concepts": 250, "n_questions": 500, "n_conversations": 80, "n_adversarial": 120, "seed": 42, "output_dir": "staging", "include_conversations": true, "concept_regime": "balanced", "adversarial_intensity": "medium", "max_relation_degree": 6 }, "row_counts": { "qa_pairs.csv": 500, "multi_depth_answers.csv": 2000, "misconceptions.csv": 500, "adversarial_queries.csv": 120, "conversations.csv": 80 }, "exports": { "CATEGORY_WEIGHTS": [ 0.1, 0.1, 0.1, 0.09, 0.1, 0.08, 0.07, 0.08, 0.1, 0.07, 0.06, 0.05 ], "ENTITY_POOL_SIZE": 2000, "TRAIN_CUTOFF_ID": 16000 } }