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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": "\\frac{9}{8} \\sqrt[4]{3}", "budget": 5670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003311", "normalized_example_id": "ex_003311", "source_idx": 3311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7088, ...
[ { "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{9}{8} \\sqrt[4]{3}", "budget": 7088 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003311", "normalized_example_id": "ex_003311", "source_idx": 3311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7088, ...
[ { "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[0,1]\\cup{-1}", "budget": 3941 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003316", "normalized_example_id": "ex_003316", "source_idx": 3316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6568, ...
[ { "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[0,1]\\cup{-1}", "budget": 5254 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003316", "normalized_example_id": "ex_003316", "source_idx": 3316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6568, ...
[ { "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[0,1]\\cup{-1}", "budget": 6568 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003316", "normalized_example_id": "ex_003316", "source_idx": 3316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6568, ...
[ { "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": "\\ln|x|-\\frac{1}{2(x+2)^{2}}+C", "budget": 1175 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003317", "normalized_example_id": "ex_003317", "source_idx": 3317, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1959, ...
[ { "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": "\\ln|x|-\\frac{1}{2(x+2)^{2}}+C", "budget": 1567 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003317", "normalized_example_id": "ex_003317", "source_idx": 3317, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1959, ...
[ { "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": "\\ln|x|-\\frac{1}{2(x+2)^{2}}+C", "budget": 1959 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003317", "normalized_example_id": "ex_003317", "source_idx": 3317, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1959, ...
[ { "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}}\\cup(0,+\\infty)", "budget": 5177 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003318", "normalized_example_id": "ex_003318", "source_idx": 3318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8629, ...
[ { "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}}\\cup(0,+\\infty)", "budget": 6903 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003318", "normalized_example_id": "ex_003318", "source_idx": 3318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8629, ...
[ { "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}}\\cup(0,+\\infty)", "budget": 8629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003318", "normalized_example_id": "ex_003318", "source_idx": 3318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8629, ...
[ { "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": "-7;9", "budget": 1243 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003325", "normalized_example_id": "ex_003325", "source_idx": 3325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2071, ...
[ { "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": "-7;9", "budget": 1657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003325", "normalized_example_id": "ex_003325", "source_idx": 3325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2071, ...
[ { "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": "-7;9", "budget": 2071 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003325", "normalized_example_id": "ex_003325", "source_idx": 3325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2071, ...
[ { "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": "106", "budget": 3530 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003326", "normalized_example_id": "ex_003326", "source_idx": 3326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5884, ...
[ { "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": "106", "budget": 4707 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003326", "normalized_example_id": "ex_003326", "source_idx": 3326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5884, ...
[ { "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": "106", "budget": 5884 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003326", "normalized_example_id": "ex_003326", "source_idx": 3326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5884, ...
[ { "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": "32", "budget": 1834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003328", "normalized_example_id": "ex_003328", "source_idx": 3328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3056, ...
[ { "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": "32", "budget": 2445 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003328", "normalized_example_id": "ex_003328", "source_idx": 3328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3056, ...
[ { "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": "32", "budget": 3056 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003328", "normalized_example_id": "ex_003328", "source_idx": 3328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3056, ...
[ { "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": "106", "budget": 4855 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003330", "normalized_example_id": "ex_003330", "source_idx": 3330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8091, ...
[ { "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": "106", "budget": 6473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003330", "normalized_example_id": "ex_003330", "source_idx": 3330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8091, ...
[ { "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": "106", "budget": 8091 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003330", "normalized_example_id": "ex_003330", "source_idx": 3330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8091, ...
[ { "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": "40", "budget": 4641 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003331", "normalized_example_id": "ex_003331", "source_idx": 3331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7735, ...
[ { "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": "40", "budget": 6188 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003331", "normalized_example_id": "ex_003331", "source_idx": 3331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7735, ...
[ { "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": "40", "budget": 7735 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003331", "normalized_example_id": "ex_003331", "source_idx": 3331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7735, ...
[ { "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+\\sqrt{3}}{2}", "budget": 1841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003334", "normalized_example_id": "ex_003334", "source_idx": 3334, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3068, ...
[ { "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+\\sqrt{3}}{2}", "budget": 2454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003334", "normalized_example_id": "ex_003334", "source_idx": 3334, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3068, ...
[ { "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+\\sqrt{3}}{2}", "budget": 3068 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003334", "normalized_example_id": "ex_003334", "source_idx": 3334, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3068, ...
[ { "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": "990", "budget": 3069 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003337", "normalized_example_id": "ex_003337", "source_idx": 3337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5115, ...
[ { "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": "990", "budget": 4092 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003337", "normalized_example_id": "ex_003337", "source_idx": 3337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5115, ...
[ { "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": "990", "budget": 5115 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003337", "normalized_example_id": "ex_003337", "source_idx": 3337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5115, ...
[ { "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": "280", "budget": 1891 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003338", "normalized_example_id": "ex_003338", "source_idx": 3338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "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": "280", "budget": 2521 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003338", "normalized_example_id": "ex_003338", "source_idx": 3338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "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": "280", "budget": 3151 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003338", "normalized_example_id": "ex_003338", "source_idx": 3338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "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{a \\sin x}{a - \\sin a}", "budget": 3176 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003339", "normalized_example_id": "ex_003339", "source_idx": 3339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "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{a \\sin x}{a - \\sin a}", "budget": 4235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003339", "normalized_example_id": "ex_003339", "source_idx": 3339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "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{a \\sin x}{a - \\sin a}", "budget": 5294 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003339", "normalized_example_id": "ex_003339", "source_idx": 3339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "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]", "budget": 5413 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003341", "normalized_example_id": "ex_003341", "source_idx": 3341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9021, ...
[ { "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]", "budget": 7217 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003341", "normalized_example_id": "ex_003341", "source_idx": 3341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9021, ...
[ { "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]", "budget": 9021 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003341", "normalized_example_id": "ex_003341", "source_idx": 3341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9021, ...
[ { "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{49}{\\sqrt{3}}", "budget": 3958 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003342", "normalized_example_id": "ex_003342", "source_idx": 3342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6597, ...
[ { "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{49}{\\sqrt{3}}", "budget": 5278 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003342", "normalized_example_id": "ex_003342", "source_idx": 3342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6597, ...
[ { "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{49}{\\sqrt{3}}", "budget": 6597 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003342", "normalized_example_id": "ex_003342", "source_idx": 3342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6597, ...
[ { "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": "-15", "budget": 3716 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003343", "normalized_example_id": "ex_003343", "source_idx": 3343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6193, ...
[ { "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": "-15", "budget": 4954 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003343", "normalized_example_id": "ex_003343", "source_idx": 3343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6193, ...
[ { "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": "-15", "budget": 6193 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003343", "normalized_example_id": "ex_003343", "source_idx": 3343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6193, ...
[ { "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": "60^{\\circ}", "budget": 3364 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003345", "normalized_example_id": "ex_003345", "source_idx": 3345, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5606, ...
[ { "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": "60^{\\circ}", "budget": 4485 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003345", "normalized_example_id": "ex_003345", "source_idx": 3345, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5606, ...
[ { "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": "60^{\\circ}", "budget": 5606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003345", "normalized_example_id": "ex_003345", "source_idx": 3345, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5606, ...
[ { "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\\pi\\sqrt{2-\\sqrt{3}}", "budget": 3256 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003348", "normalized_example_id": "ex_003348", "source_idx": 3348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5426, ...
[ { "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\\pi\\sqrt{2-\\sqrt{3}}", "budget": 4341 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003348", "normalized_example_id": "ex_003348", "source_idx": 3348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5426, ...
[ { "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\\pi\\sqrt{2-\\sqrt{3}}", "budget": 5426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003348", "normalized_example_id": "ex_003348", "source_idx": 3348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5426, ...
[ { "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": "C", "budget": 5776 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003349", "normalized_example_id": "ex_003349", "source_idx": 3349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9627, ...
[ { "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": "C", "budget": 7702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003349", "normalized_example_id": "ex_003349", "source_idx": 3349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9627, ...
[ { "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": "C", "budget": 9627 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003349", "normalized_example_id": "ex_003349", "source_idx": 3349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9627, ...
[ { "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": "118", "budget": 1322 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003351", "normalized_example_id": "ex_003351", "source_idx": 3351, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2203, ...
[ { "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": "118", "budget": 1762 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003351", "normalized_example_id": "ex_003351", "source_idx": 3351, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2203, ...
[ { "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": "118", "budget": 2203 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003351", "normalized_example_id": "ex_003351", "source_idx": 3351, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2203, ...
[ { "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{3 \\sqrt{3}}{2}", "budget": 4378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003352", "normalized_example_id": "ex_003352", "source_idx": 3352, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7297, ...
[ { "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{3 \\sqrt{3}}{2}", "budget": 5838 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003352", "normalized_example_id": "ex_003352", "source_idx": 3352, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7297, ...
[ { "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{3 \\sqrt{3}}{2}", "budget": 7297 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003352", "normalized_example_id": "ex_003352", "source_idx": 3352, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7297, ...
[ { "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": 2104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003353", "normalized_example_id": "ex_003353", "source_idx": 3353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3506, ...
[ { "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": 2805 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003353", "normalized_example_id": "ex_003353", "source_idx": 3353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3506, ...
[ { "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": 3506 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003353", "normalized_example_id": "ex_003353", "source_idx": 3353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3506, ...
[ { "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": "2n-3", "budget": 3424 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003356", "normalized_example_id": "ex_003356", "source_idx": 3356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5707, ...
[ { "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": "2n-3", "budget": 4566 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003356", "normalized_example_id": "ex_003356", "source_idx": 3356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5707, ...
[ { "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": "2n-3", "budget": 5707 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003356", "normalized_example_id": "ex_003356", "source_idx": 3356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5707, ...
[ { "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": "89,78,67,56,45,34,23,12,59,48,37,26,15", "budget": 2151 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003357", "normalized_example_id": "ex_003357", "source_idx": 3357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3585, ...
[ { "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": "89,78,67,56,45,34,23,12,59,48,37,26,15", "budget": 2868 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003357", "normalized_example_id": "ex_003357", "source_idx": 3357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3585, ...
[ { "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": "89,78,67,56,45,34,23,12,59,48,37,26,15", "budget": 3585 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003357", "normalized_example_id": "ex_003357", "source_idx": 3357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3585, ...
[ { "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": 2763 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003358", "normalized_example_id": "ex_003358", "source_idx": 3358, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4605, ...
[ { "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": 3684 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003358", "normalized_example_id": "ex_003358", "source_idx": 3358, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4605, ...
[ { "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": 4605 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003358", "normalized_example_id": "ex_003358", "source_idx": 3358, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4605, ...
[ { "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": "2013", "budget": 5460 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003360", "normalized_example_id": "ex_003360", "source_idx": 3360, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "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": "2013", "budget": 7280 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003360", "normalized_example_id": "ex_003360", "source_idx": 3360, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "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": "2013", "budget": 9100 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003360", "normalized_example_id": "ex_003360", "source_idx": 3360, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "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{n(n+1)}{2}-1", "budget": 4475 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003362", "normalized_example_id": "ex_003362", "source_idx": 3362, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7459, ...
[ { "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{n(n+1)}{2}-1", "budget": 5967 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003362", "normalized_example_id": "ex_003362", "source_idx": 3362, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7459, ...
[ { "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{n(n+1)}{2}-1", "budget": 7459 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003362", "normalized_example_id": "ex_003362", "source_idx": 3362, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7459, ...
[ { "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": "7", "budget": 4328 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003365", "normalized_example_id": "ex_003365", "source_idx": 3365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7213, ...
[ { "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": "7", "budget": 5770 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003365", "normalized_example_id": "ex_003365", "source_idx": 3365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7213, ...
[ { "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": "7", "budget": 7213 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003365", "normalized_example_id": "ex_003365", "source_idx": 3365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7213, ...
[ { "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": "7", "budget": 1386 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003367", "normalized_example_id": "ex_003367", "source_idx": 3367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2310, ...
[ { "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": "7", "budget": 1848 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003367", "normalized_example_id": "ex_003367", "source_idx": 3367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2310, ...
[ { "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": "7", "budget": 2310 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003367", "normalized_example_id": "ex_003367", "source_idx": 3367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2310, ...
[ { "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": "(C)\\\\sqrt{13}", "budget": 3939 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003371", "normalized_example_id": "ex_003371", "source_idx": 3371, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6565, ...
[ { "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": "(C)\\\\sqrt{13}", "budget": 5252 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003371", "normalized_example_id": "ex_003371", "source_idx": 3371, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6565, ...
[ { "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": "(C)\\\\sqrt{13}", "budget": 6565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003371", "normalized_example_id": "ex_003371", "source_idx": 3371, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6565, ...
[ { "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{6}{25}", "budget": 2619 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003373", "normalized_example_id": "ex_003373", "source_idx": 3373, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4365, ...
[ { "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{6}{25}", "budget": 3492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003373", "normalized_example_id": "ex_003373", "source_idx": 3373, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4365, ...
[ { "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{6}{25}", "budget": 4365 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003373", "normalized_example_id": "ex_003373", "source_idx": 3373, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4365, ...
[ { "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": "41", "budget": 1837 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003375", "normalized_example_id": "ex_003375", "source_idx": 3375, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3061, ...
[ { "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": "41", "budget": 2449 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003375", "normalized_example_id": "ex_003375", "source_idx": 3375, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3061, ...
[ { "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": "41", "budget": 3061 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003375", "normalized_example_id": "ex_003375", "source_idx": 3375, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3061, ...
[ { "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": "9120399", "budget": 2467 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003378", "normalized_example_id": "ex_003378", "source_idx": 3378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4111, ...
[ { "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": "9120399", "budget": 3289 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003378", "normalized_example_id": "ex_003378", "source_idx": 3378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4111, ...
[ { "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": "9120399", "budget": 4111 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003378", "normalized_example_id": "ex_003378", "source_idx": 3378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4111, ...
[ { "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}{3}", "budget": 4483 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003380", "normalized_example_id": "ex_003380", "source_idx": 3380, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7472, ...
[ { "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}{3}", "budget": 5978 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003380", "normalized_example_id": "ex_003380", "source_idx": 3380, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7472, ...