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metadata.json
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{
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"dataset_name": "quantum-lean-hard-vvuq-dataset",
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"version": "1.0.0",
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"description": "Hard Lean verification and repair dataset focusing on type theory, tactic sequences, and proof strategies",
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"purpose": "Demonstrate Physics World Model (PWM) effectiveness in NeurIPS experiments",
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"difficulty_levels": {
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"easy": "Basic tactic completion",
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"hard": "Complex reasoning required",
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"expert": "Advanced type theory and proof strategies"
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},
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"categories": {
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"type_theory": "Type coercion, dependent types, universe levels",
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"tactic_sequence": "Incorrect tactic choices and ordering",
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"proof_strategy": "Wrong high-level proof approaches",
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"advanced_type_theory": "Higher-order reasoning patterns",
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"baseline": "Simple problems for comparison"
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},
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"pwm_levels": {
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"W1": "Basic Lean syntax and simple tactics",
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"W2": "Intermediate proof patterns and mathematical reasoning",
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"W3": "Advanced type theory and complex proof strategies"
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},
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"requirements": {
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"RequirementLEAN": "All problems must be verified with actual Lean compilation",
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"RequirementPWM": "Complete problem sets provided in prompts"
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},
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"expected_behavior": {
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"Method_A": "Should fail on hard/expert problems",
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"Method_E": "Should succeed with W3 knowledge",
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"Differentiation": "Clear performance gradient across methods A-E"
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}
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}
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