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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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+ }