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[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "53", "budget": 2617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003433", "normalized_example_id": "ex_003433", "source_idx": 3433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "53", "budget": 3489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003433", "normalized_example_id": "ex_003433", "source_idx": 3433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "53", "budget": 4361 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003433", "normalized_example_id": "ex_003433", "source_idx": 3433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{x}", "budget": 1291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003436", "normalized_example_id": "ex_003436", "source_idx": 3436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2152, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{x}", "budget": 1722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003436", "normalized_example_id": "ex_003436", "source_idx": 3436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2152, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{x}", "budget": 2152 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003436", "normalized_example_id": "ex_003436", "source_idx": 3436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2152, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 4118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003438", "normalized_example_id": "ex_003438", "source_idx": 3438, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 5490 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003438", "normalized_example_id": "ex_003438", "source_idx": 3438, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 6863 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003438", "normalized_example_id": "ex_003438", "source_idx": 3438, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 1727 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003440", "normalized_example_id": "ex_003440", "source_idx": 3440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 2302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003440", "normalized_example_id": "ex_003440", "source_idx": 3440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 2878 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003440", "normalized_example_id": "ex_003440", "source_idx": 3440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2026 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003441", "normalized_example_id": "ex_003441", "source_idx": 3441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003441", "normalized_example_id": "ex_003441", "source_idx": 3441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 3377 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003441", "normalized_example_id": "ex_003441", "source_idx": 3441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{2\\ln^{2}3}", "budget": 2162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003442", "normalized_example_id": "ex_003442", "source_idx": 3442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{2\\ln^{2}3}", "budget": 2883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003442", "normalized_example_id": "ex_003442", "source_idx": 3442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{2\\ln^{2}3}", "budget": 3604 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003442", "normalized_example_id": "ex_003442", "source_idx": 3442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 935 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003446", "normalized_example_id": "ex_003446", "source_idx": 3446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1558, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 1246 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003446", "normalized_example_id": "ex_003446", "source_idx": 3446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1558, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 1558 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003446", "normalized_example_id": "ex_003446", "source_idx": 3446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1558, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 3061 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003448", "normalized_example_id": "ex_003448", "source_idx": 3448, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 4082 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003448", "normalized_example_id": "ex_003448", "source_idx": 3448, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 5102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003448", "normalized_example_id": "ex_003448", "source_idx": 3448, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18:7", "budget": 2347 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003451", "normalized_example_id": "ex_003451", "source_idx": 3451, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3912, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18:7", "budget": 3130 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003451", "normalized_example_id": "ex_003451", "source_idx": 3451, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3912, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18:7", "budget": 3912 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003451", "normalized_example_id": "ex_003451", "source_idx": 3451, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3912, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1)", "budget": 2855 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003456", "normalized_example_id": "ex_003456", "source_idx": 3456, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1)", "budget": 3806 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003456", "normalized_example_id": "ex_003456", "source_idx": 3456, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1)", "budget": 4758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003456", "normalized_example_id": "ex_003456", "source_idx": 3456, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 3052 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003457", "normalized_example_id": "ex_003457", "source_idx": 3457, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5086, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 4069 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003457", "normalized_example_id": "ex_003457", "source_idx": 3457, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5086, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 5086 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003457", "normalized_example_id": "ex_003457", "source_idx": 3457, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5086, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2),(2,1),(-1,-2),(-2,-1)", "budget": 3274 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003459", "normalized_example_id": "ex_003459", "source_idx": 3459, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2),(2,1),(-1,-2),(-2,-1)", "budget": 4365 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003459", "normalized_example_id": "ex_003459", "source_idx": 3459, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2),(2,1),(-1,-2),(-2,-1)", "budget": 5456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003459", "normalized_example_id": "ex_003459", "source_idx": 3459, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 1762 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003461", "normalized_example_id": "ex_003461", "source_idx": 3461, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2936, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 2349 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003461", "normalized_example_id": "ex_003461", "source_idx": 3461, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2936, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 2936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003461", "normalized_example_id": "ex_003461", "source_idx": 3461, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2936, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2\\sqrt{3}}{3}", "budget": 2938 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003463", "normalized_example_id": "ex_003463", "source_idx": 3463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4896, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2\\sqrt{3}}{3}", "budget": 3917 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003463", "normalized_example_id": "ex_003463", "source_idx": 3463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4896, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2\\sqrt{3}}{3}", "budget": 4896 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003463", "normalized_example_id": "ex_003463", "source_idx": 3463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4896, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\epsilon_0 L^3 \\theta \\xi}{d^2}", "budget": 4402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003464", "normalized_example_id": "ex_003464", "source_idx": 3464, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\epsilon_0 L^3 \\theta \\xi}{d^2}", "budget": 5870 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003464", "normalized_example_id": "ex_003464", "source_idx": 3464, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\epsilon_0 L^3 \\theta \\xi}{d^2}", "budget": 7337 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003464", "normalized_example_id": "ex_003464", "source_idx": 3464, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62", "budget": 820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003466", "normalized_example_id": "ex_003466", "source_idx": 3466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62", "budget": 1094 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003466", "normalized_example_id": "ex_003466", "source_idx": 3466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62", "budget": 1367 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003466", "normalized_example_id": "ex_003466", "source_idx": 3466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 1748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003468", "normalized_example_id": "ex_003468", "source_idx": 3468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2914, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 2331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003468", "normalized_example_id": "ex_003468", "source_idx": 3468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2914, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 2914 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003468", "normalized_example_id": "ex_003468", "source_idx": 3468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2914, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-3,2,5", "budget": 5898 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003470", "normalized_example_id": "ex_003470", "source_idx": 3470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-3,2,5", "budget": 7864 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003470", "normalized_example_id": "ex_003470", "source_idx": 3470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-3,2,5", "budget": 9830 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003470", "normalized_example_id": "ex_003470", "source_idx": 3470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;6;-27),(6;1;-27),(1;7;63),(7;1;63)", "budget": 2435 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003471", "normalized_example_id": "ex_003471", "source_idx": 3471, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4058, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;6;-27),(6;1;-27),(1;7;63),(7;1;63)", "budget": 3246 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003471", "normalized_example_id": "ex_003471", "source_idx": 3471, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4058, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;6;-27),(6;1;-27),(1;7;63),(7;1;63)", "budget": 4058 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003471", "normalized_example_id": "ex_003471", "source_idx": 3471, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4058, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2017", "budget": 4222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003473", "normalized_example_id": "ex_003473", "source_idx": 3473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2017", "budget": 5629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003473", "normalized_example_id": "ex_003473", "source_idx": 3473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2017", "budget": 7036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003473", "normalized_example_id": "ex_003473", "source_idx": 3473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9or31", "budget": 3301 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003475", "normalized_example_id": "ex_003475", "source_idx": 3475, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9or31", "budget": 4401 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003475", "normalized_example_id": "ex_003475", "source_idx": 3475, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9or31", "budget": 5501 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003475", "normalized_example_id": "ex_003475", "source_idx": 3475, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R_{n}=\\frac{3^{n}-1}{2}X+\\frac{3-3^{n}}{2}", "budget": 2750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003476", "normalized_example_id": "ex_003476", "source_idx": 3476, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R_{n}=\\frac{3^{n}-1}{2}X+\\frac{3-3^{n}}{2}", "budget": 3667 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003476", "normalized_example_id": "ex_003476", "source_idx": 3476, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R_{n}=\\frac{3^{n}-1}{2}X+\\frac{3-3^{n}}{2}", "budget": 4584 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003476", "normalized_example_id": "ex_003476", "source_idx": 3476, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003477", "normalized_example_id": "ex_003477", "source_idx": 3477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1951, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1561 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003477", "normalized_example_id": "ex_003477", "source_idx": 3477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1951, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1951 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003477", "normalized_example_id": "ex_003477", "source_idx": 3477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1951, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 1036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003480", "normalized_example_id": "ex_003480", "source_idx": 3480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1727, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 1382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003480", "normalized_example_id": "ex_003480", "source_idx": 3480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1727, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 1727 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003480", "normalized_example_id": "ex_003480", "source_idx": 3480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1727, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 1023 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003482", "normalized_example_id": "ex_003482", "source_idx": 3482, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 1364 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003482", "normalized_example_id": "ex_003482", "source_idx": 3482, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 1705 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003482", "normalized_example_id": "ex_003482", "source_idx": 3482, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "627", "budget": 3283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003487", "normalized_example_id": "ex_003487", "source_idx": 3487, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "627", "budget": 4378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003487", "normalized_example_id": "ex_003487", "source_idx": 3487, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "627", "budget": 5472 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003487", "normalized_example_id": "ex_003487", "source_idx": 3487, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 2449 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003490", "normalized_example_id": "ex_003490", "source_idx": 3490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4081, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 3265 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003490", "normalized_example_id": "ex_003490", "source_idx": 3490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4081, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}", "budget": 4081 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003490", "normalized_example_id": "ex_003490", "source_idx": 3490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4081, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;4;-83),(4;1;-83),(1;5;-79),(5;1;-79)", "budget": 5731 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003493", "normalized_example_id": "ex_003493", "source_idx": 3493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;4;-83),(4;1;-83),(1;5;-79),(5;1;-79)", "budget": 7642 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003493", "normalized_example_id": "ex_003493", "source_idx": 3493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1;4;-83),(4;1;-83),(1;5;-79),(5;1;-79)", "budget": 9552 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003493", "normalized_example_id": "ex_003493", "source_idx": 3493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\equiv 0, \\pm 1(\\bmod 9)", "budget": 1387 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003496", "normalized_example_id": "ex_003496", "source_idx": 3496, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2312, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\equiv 0, \\pm 1(\\bmod 9)", "budget": 1850 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003496", "normalized_example_id": "ex_003496", "source_idx": 3496, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2312, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\equiv 0, \\pm 1(\\bmod 9)", "budget": 2312 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003496", "normalized_example_id": "ex_003496", "source_idx": 3496, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2312, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\lfloorx\\rfloor", "budget": 5670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003497", "normalized_example_id": "ex_003497", "source_idx": 3497, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9450, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\lfloorx\\rfloor", "budget": 7560 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003497", "normalized_example_id": "ex_003497", "source_idx": 3497, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9450, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\lfloorx\\rfloor", "budget": 9450 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003497", "normalized_example_id": "ex_003497", "source_idx": 3497, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9450, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x=-\\frac{3}{2} \\sqrt{5}", "budget": 2990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003498", "normalized_example_id": "ex_003498", "source_idx": 3498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x=-\\frac{3}{2} \\sqrt{5}", "budget": 3986 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003498", "normalized_example_id": "ex_003498", "source_idx": 3498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x=-\\frac{3}{2} \\sqrt{5}", "budget": 4983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003498", "normalized_example_id": "ex_003498", "source_idx": 3498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x^{2}+1)(y^{2}-1)=C", "budget": 2905 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003500", "normalized_example_id": "ex_003500", "source_idx": 3500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4842, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x^{2}+1)(y^{2}-1)=C", "budget": 3874 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003500", "normalized_example_id": "ex_003500", "source_idx": 3500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4842, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x^{2}+1)(y^{2}-1)=C", "budget": 4842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003500", "normalized_example_id": "ex_003500", "source_idx": 3500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4842, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 4861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003506", "normalized_example_id": "ex_003506", "source_idx": 3506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 6482 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003506", "normalized_example_id": "ex_003506", "source_idx": 3506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 8102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003506", "normalized_example_id": "ex_003506", "source_idx": 3506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8102, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.178", "budget": 1671 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003507", "normalized_example_id": "ex_003507", "source_idx": 3507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2785, ...