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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": "D", "budget": 6907 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006910", "normalized_example_id": "ex_006910", "source_idx": 6910, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6907, ...
[ { "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 \\in\\{\\pi / 2+m \\pi, \\pi / 4+m \\pi / 2, \\pi / 6+m \\pi / 3 \\mid m \\in \\mathbb{Z}\\}", "budget": 2133 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006911", "normalized_example_id": "ex_006911", "source_idx": 6911, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3555, ...
[ { "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 \\in\\{\\pi / 2+m \\pi, \\pi / 4+m \\pi / 2, \\pi / 6+m \\pi / 3 \\mid m \\in \\mathbb{Z}\\}", "budget": 2844 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006911", "normalized_example_id": "ex_006911", "source_idx": 6911, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3555, ...
[ { "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 \\in\\{\\pi / 2+m \\pi, \\pi / 4+m \\pi / 2, \\pi / 6+m \\pi / 3 \\mid m \\in \\mathbb{Z}\\}", "budget": 3555 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006911", "normalized_example_id": "ex_006911", "source_idx": 6911, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3555, ...
[ { "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) = -\\frac{5}{2}", "budget": 3902 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006913", "normalized_example_id": "ex_006913", "source_idx": 6913, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6504, ...
[ { "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) = -\\frac{5}{2}", "budget": 5203 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006913", "normalized_example_id": "ex_006913", "source_idx": 6913, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6504, ...
[ { "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) = -\\frac{5}{2}", "budget": 6504 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006913", "normalized_example_id": "ex_006913", "source_idx": 6913, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6504, ...
[ { "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": "504", "budget": 2323 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006914", "normalized_example_id": "ex_006914", "source_idx": 6914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3872, ...
[ { "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": "504", "budget": 3098 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006914", "normalized_example_id": "ex_006914", "source_idx": 6914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3872, ...
[ { "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": "504", "budget": 3872 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006914", "normalized_example_id": "ex_006914", "source_idx": 6914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3872, ...
[ { "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": "10.5", "budget": 3725 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006917", "normalized_example_id": "ex_006917", "source_idx": 6917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6208, ...
[ { "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": "10.5", "budget": 4966 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006917", "normalized_example_id": "ex_006917", "source_idx": 6917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6208, ...
[ { "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": "10.5", "budget": 6208 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006917", "normalized_example_id": "ex_006917", "source_idx": 6917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6208, ...
[ { "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": "637", "budget": 2056 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006923", "normalized_example_id": "ex_006923", "source_idx": 6923, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3426, ...
[ { "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": "637", "budget": 2741 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006923", "normalized_example_id": "ex_006923", "source_idx": 6923, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3426, ...
[ { "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": "637", "budget": 3426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006923", "normalized_example_id": "ex_006923", "source_idx": 6923, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3426, ...
[ { "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": "27", "budget": 1879 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006928", "normalized_example_id": "ex_006928", "source_idx": 6928, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3131, ...
[ { "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": "27", "budget": 2505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006928", "normalized_example_id": "ex_006928", "source_idx": 6928, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3131, ...
[ { "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": "27", "budget": 3131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006928", "normalized_example_id": "ex_006928", "source_idx": 6928, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3131, ...
[ { "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": "2.5", "budget": 3875 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006929", "normalized_example_id": "ex_006929", "source_idx": 6929, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6458, ...
[ { "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": "2.5", "budget": 5166 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006929", "normalized_example_id": "ex_006929", "source_idx": 6929, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6458, ...
[ { "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": "2.5", "budget": 6458 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006929", "normalized_example_id": "ex_006929", "source_idx": 6929, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6458, ...
[ { "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": "16", "budget": 722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006932", "normalized_example_id": "ex_006932", "source_idx": 6932, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1204, ...
[ { "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": "16", "budget": 963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006932", "normalized_example_id": "ex_006932", "source_idx": 6932, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1204, ...
[ { "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": "16", "budget": 1204 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006932", "normalized_example_id": "ex_006932", "source_idx": 6932, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1204, ...
[ { "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{5}{2}", "budget": 4329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006933", "normalized_example_id": "ex_006933", "source_idx": 6933, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7215, ...
[ { "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{5}{2}", "budget": 5772 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006933", "normalized_example_id": "ex_006933", "source_idx": 6933, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7215, ...
[ { "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{5}{2}", "budget": 7215 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006933", "normalized_example_id": "ex_006933", "source_idx": 6933, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7215, ...
[ { "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{7}{8}", "budget": 2726 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006934", "normalized_example_id": "ex_006934", "source_idx": 6934, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4543, ...
[ { "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{7}{8}", "budget": 3634 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006934", "normalized_example_id": "ex_006934", "source_idx": 6934, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4543, ...
[ { "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{7}{8}", "budget": 4543 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006934", "normalized_example_id": "ex_006934", "source_idx": 6934, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4543, ...
[ { "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{1}{4} \\sin 2x - \\frac{1}{8} \\sin 4x + \\frac{4}{3} \\sin^3 x + C", "budget": 3616 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006935", "normalized_example_id": "ex_006935", "source_idx": 6935, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6027, ...
[ { "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{1}{4} \\sin 2x - \\frac{1}{8} \\sin 4x + \\frac{4}{3} \\sin^3 x + C", "budget": 4822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006935", "normalized_example_id": "ex_006935", "source_idx": 6935, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6027, ...
[ { "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{1}{4} \\sin 2x - \\frac{1}{8} \\sin 4x + \\frac{4}{3} \\sin^3 x + C", "budget": 6027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006935", "normalized_example_id": "ex_006935", "source_idx": 6935, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6027, ...
[ { "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": "-2006", "budget": 5743 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006936", "normalized_example_id": "ex_006936", "source_idx": 6936, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9571, ...
[ { "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": "-2006", "budget": 7657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006936", "normalized_example_id": "ex_006936", "source_idx": 6936, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9571, ...
[ { "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": "-2006", "budget": 9571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006936", "normalized_example_id": "ex_006936", "source_idx": 6936, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9571, ...
[ { "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}", "budget": 2635 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006937", "normalized_example_id": "ex_006937", "source_idx": 6937, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4392, ...
[ { "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}", "budget": 3514 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006937", "normalized_example_id": "ex_006937", "source_idx": 6937, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4392, ...
[ { "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}", "budget": 4392 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006937", "normalized_example_id": "ex_006937", "source_idx": 6937, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4392, ...
[ { "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": "192", "budget": 2687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006938", "normalized_example_id": "ex_006938", "source_idx": 6938, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4479, ...
[ { "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": "192", "budget": 3583 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006938", "normalized_example_id": "ex_006938", "source_idx": 6938, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4479, ...
[ { "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": "192", "budget": 4479 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006938", "normalized_example_id": "ex_006938", "source_idx": 6938, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4479, ...
[ { "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": "5", "budget": 5836 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006941", "normalized_example_id": "ex_006941", "source_idx": 6941, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9727, ...
[ { "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": "5", "budget": 7782 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006941", "normalized_example_id": "ex_006941", "source_idx": 6941, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9727, ...
[ { "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": "5", "budget": 9727 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006941", "normalized_example_id": "ex_006941", "source_idx": 6941, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9727, ...
[ { "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": "175", "budget": 865 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006942", "normalized_example_id": "ex_006942", "source_idx": 6942, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1441, ...
[ { "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": "175", "budget": 1153 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006942", "normalized_example_id": "ex_006942", "source_idx": 6942, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1441, ...
[ { "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": "175", "budget": 1441 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006942", "normalized_example_id": "ex_006942", "source_idx": 6942, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1441, ...
[ { "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": "2030112.5", "budget": 3316 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006945", "normalized_example_id": "ex_006945", "source_idx": 6945, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5526, ...
[ { "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": "2030112.5", "budget": 4421 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006945", "normalized_example_id": "ex_006945", "source_idx": 6945, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5526, ...
[ { "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": "2030112.5", "budget": 5526 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006945", "normalized_example_id": "ex_006945", "source_idx": 6945, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5526, ...
[ { "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": 2199 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006950", "normalized_example_id": "ex_006950", "source_idx": 6950, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "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": 2932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006950", "normalized_example_id": "ex_006950", "source_idx": 6950, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "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": 3665 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006950", "normalized_example_id": "ex_006950", "source_idx": 6950, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "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)=x", "budget": 5446 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006951", "normalized_example_id": "ex_006951", "source_idx": 6951, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9077, ...
[ { "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)=x", "budget": 7262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006951", "normalized_example_id": "ex_006951", "source_idx": 6951, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9077, ...
[ { "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)=x", "budget": 9077 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006951", "normalized_example_id": "ex_006951", "source_idx": 6951, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9077, ...
[ { "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": 1162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006952", "normalized_example_id": "ex_006952", "source_idx": 6952, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1936, ...
[ { "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": 1549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006952", "normalized_example_id": "ex_006952", "source_idx": 6952, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1936, ...
[ { "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": 1936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006952", "normalized_example_id": "ex_006952", "source_idx": 6952, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1936, ...
[ { "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": "47", "budget": 1563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006953", "normalized_example_id": "ex_006953", "source_idx": 6953, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2605, ...
[ { "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": "47", "budget": 2084 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006953", "normalized_example_id": "ex_006953", "source_idx": 6953, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2605, ...
[ { "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": "47", "budget": 2605 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006953", "normalized_example_id": "ex_006953", "source_idx": 6953, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2605, ...
[ { "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": "P(x) = ax", "budget": 2806 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006955", "normalized_example_id": "ex_006955", "source_idx": 6955, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4677, ...
[ { "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": "P(x) = ax", "budget": 3742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006955", "normalized_example_id": "ex_006955", "source_idx": 6955, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4677, ...
[ { "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": "P(x) = ax", "budget": 4677 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006955", "normalized_example_id": "ex_006955", "source_idx": 6955, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4677, ...
[ { "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": "n\\geq6400", "budget": 3148 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006957", "normalized_example_id": "ex_006957", "source_idx": 6957, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "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": "n\\geq6400", "budget": 4197 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006957", "normalized_example_id": "ex_006957", "source_idx": 6957, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "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": "n\\geq6400", "budget": 5246 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006957", "normalized_example_id": "ex_006957", "source_idx": 6957, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "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": "4", "budget": 2705 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006960", "normalized_example_id": "ex_006960", "source_idx": 6960, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4508, ...
[ { "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": "4", "budget": 3606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006960", "normalized_example_id": "ex_006960", "source_idx": 6960, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4508, ...
[ { "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": "4", "budget": 4508 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006960", "normalized_example_id": "ex_006960", "source_idx": 6960, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4508, ...
[ { "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=3, y=1, z=4", "budget": 2222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006964", "normalized_example_id": "ex_006964", "source_idx": 6964, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "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=3, y=1, z=4", "budget": 2963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006964", "normalized_example_id": "ex_006964", "source_idx": 6964, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "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=3, y=1, z=4", "budget": 3704 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006964", "normalized_example_id": "ex_006964", "source_idx": 6964, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "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": "12", "budget": 6020 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006966", "normalized_example_id": "ex_006966", "source_idx": 6966, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "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": "12", "budget": 8027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006966", "normalized_example_id": "ex_006966", "source_idx": 6966, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "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": "12", "budget": 10034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006966", "normalized_example_id": "ex_006966", "source_idx": 6966, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "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": "48;80;12;12", "budget": 941 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006970", "normalized_example_id": "ex_006970", "source_idx": 6970, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1568, ...
[ { "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": "48;80;12;12", "budget": 1254 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006970", "normalized_example_id": "ex_006970", "source_idx": 6970, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1568, ...
[ { "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": "48;80;12;12", "budget": 1568 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006970", "normalized_example_id": "ex_006970", "source_idx": 6970, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1568, ...
[ { "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": "20(1-\\sqrt{\\frac{3}{4}})", "budget": 2468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006973", "normalized_example_id": "ex_006973", "source_idx": 6973, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4113, ...
[ { "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": "20(1-\\sqrt{\\frac{3}{4}})", "budget": 3290 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006973", "normalized_example_id": "ex_006973", "source_idx": 6973, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4113, ...
[ { "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": "20(1-\\sqrt{\\frac{3}{4}})", "budget": 4113 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006973", "normalized_example_id": "ex_006973", "source_idx": 6973, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4113, ...
[ { "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": "2", "budget": 2138 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006978", "normalized_example_id": "ex_006978", "source_idx": 6978, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "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": "2", "budget": 2850 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006978", "normalized_example_id": "ex_006978", "source_idx": 6978, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "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": "2", "budget": 3563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006978", "normalized_example_id": "ex_006978", "source_idx": 6978, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "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)=x-1", "budget": 2882 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006979", "normalized_example_id": "ex_006979", "source_idx": 6979, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4803, ...
[ { "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)=x-1", "budget": 3842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006979", "normalized_example_id": "ex_006979", "source_idx": 6979, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4803, ...
[ { "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)=x-1", "budget": 4803 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006979", "normalized_example_id": "ex_006979", "source_idx": 6979, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4803, ...
[ { "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": "12504", "budget": 1210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006981", "normalized_example_id": "ex_006981", "source_idx": 6981, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2017, ...
[ { "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": "12504", "budget": 1614 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006981", "normalized_example_id": "ex_006981", "source_idx": 6981, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2017, ...
[ { "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": "12504", "budget": 2017 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006981", "normalized_example_id": "ex_006981", "source_idx": 6981, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2017, ...
[ { "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": "30", "budget": 3998 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006982", "normalized_example_id": "ex_006982", "source_idx": 6982, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6664, ...
[ { "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": "30", "budget": 5331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006982", "normalized_example_id": "ex_006982", "source_idx": 6982, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6664, ...
[ { "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": "30", "budget": 6664 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006982", "normalized_example_id": "ex_006982", "source_idx": 6982, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6664, ...
[ { "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": "2", "budget": 763 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006983", "normalized_example_id": "ex_006983", "source_idx": 6983, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1272, ...
[ { "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": "2", "budget": 1018 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006983", "normalized_example_id": "ex_006983", "source_idx": 6983, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1272, ...
[ { "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": "2", "budget": 1272 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006983", "normalized_example_id": "ex_006983", "source_idx": 6983, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1272, ...