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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": "n = 5", "budget": 5287 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006021", "normalized_example_id": "ex_006021", "source_idx": 6021, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = 5", "budget": 7050 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006021", "normalized_example_id": "ex_006021", "source_idx": 6021, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = 5", "budget": 8812 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006021", "normalized_example_id": "ex_006021", "source_idx": 6021, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{3}", "budget": 5575 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006024", "normalized_example_id": "ex_006024", "source_idx": 6024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9291, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{3}", "budget": 7433 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006024", "normalized_example_id": "ex_006024", "source_idx": 6024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9291, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{3}", "budget": 9291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006024", "normalized_example_id": "ex_006024", "source_idx": 6024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9291, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}+3\\sqrt{15}}{8}", "budget": 3083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006026", "normalized_example_id": "ex_006026", "source_idx": 6026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}+3\\sqrt{15}}{8}", "budget": 4110 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006026", "normalized_example_id": "ex_006026", "source_idx": 6026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}+3\\sqrt{15}}{8}", "budget": 5138 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006026", "normalized_example_id": "ex_006026", "source_idx": 6026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{2};0;\\frac{\\pi}{2}),(0;\\frac{\\pi}{2};0)", "budget": 2935 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006027", "normalized_example_id": "ex_006027", "source_idx": 6027, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{2};0;\\frac{\\pi}{2}),(0;\\frac{\\pi}{2};0)", "budget": 3914 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006027", "normalized_example_id": "ex_006027", "source_idx": 6027, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{2};0;\\frac{\\pi}{2}),(0;\\frac{\\pi}{2};0)", "budget": 4892 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006027", "normalized_example_id": "ex_006027", "source_idx": 6027, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{27}{8}", "budget": 3149 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006029", "normalized_example_id": "ex_006029", "source_idx": 6029, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{27}{8}", "budget": 4199 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006029", "normalized_example_id": "ex_006029", "source_idx": 6029, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{27}{8}", "budget": 5249 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006029", "normalized_example_id": "ex_006029", "source_idx": 6029, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1780 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006030", "normalized_example_id": "ex_006030", "source_idx": 6030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006030", "normalized_example_id": "ex_006030", "source_idx": 6030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2967 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006030", "normalized_example_id": "ex_006030", "source_idx": 6030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{499}+\\frac{999}{1}", "budget": 4799 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006031", "normalized_example_id": "ex_006031", "source_idx": 6031, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7999, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{499}+\\frac{999}{1}", "budget": 6399 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006031", "normalized_example_id": "ex_006031", "source_idx": 6031, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7999, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{499}+\\frac{999}{1}", "budget": 7999 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006031", "normalized_example_id": "ex_006031", "source_idx": 6031, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7999, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi/\\sqrt{27}", "budget": 3244 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006032", "normalized_example_id": "ex_006032", "source_idx": 6032, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi/\\sqrt{27}", "budget": 4325 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006032", "normalized_example_id": "ex_006032", "source_idx": 6032, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi/\\sqrt{27}", "budget": 5406 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006032", "normalized_example_id": "ex_006032", "source_idx": 6032, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{5}}{20}", "budget": 2181 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006033", "normalized_example_id": "ex_006033", "source_idx": 6033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3635, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{5}}{20}", "budget": 2908 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006033", "normalized_example_id": "ex_006033", "source_idx": 6033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3635, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{5}}{20}", "budget": 3635 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006033", "normalized_example_id": "ex_006033", "source_idx": 6033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3635, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 3505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006034", "normalized_example_id": "ex_006034", "source_idx": 6034, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5841, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 4673 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006034", "normalized_example_id": "ex_006034", "source_idx": 6034, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5841, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 5841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006034", "normalized_example_id": "ex_006034", "source_idx": 6034, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5841, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.97", "budget": 1272 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006036", "normalized_example_id": "ex_006036", "source_idx": 6036, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2120, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.97", "budget": 1696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006036", "normalized_example_id": "ex_006036", "source_idx": 6036, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2120, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.97", "budget": 2120 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006036", "normalized_example_id": "ex_006036", "source_idx": 6036, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2120, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m = 3, 9, 11, 33, 99", "budget": 3064 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006038", "normalized_example_id": "ex_006038", "source_idx": 6038, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5106, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m = 3, 9, 11, 33, 99", "budget": 4085 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006038", "normalized_example_id": "ex_006038", "source_idx": 6038, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5106, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m = 3, 9, 11, 33, 99", "budget": 5106 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006038", "normalized_example_id": "ex_006038", "source_idx": 6038, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5106, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5567 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006039", "normalized_example_id": "ex_006039", "source_idx": 6039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9278, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 7422 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006039", "normalized_example_id": "ex_006039", "source_idx": 6039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9278, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 9278 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006039", "normalized_example_id": "ex_006039", "source_idx": 6039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9278, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "334.63", "budget": 3623 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006044", "normalized_example_id": "ex_006044", "source_idx": 6044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6038, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "334.63", "budget": 4830 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006044", "normalized_example_id": "ex_006044", "source_idx": 6044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6038, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "334.63", "budget": 6038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006044", "normalized_example_id": "ex_006044", "source_idx": 6044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6038, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7623}{250000}", "budget": 2291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006045", "normalized_example_id": "ex_006045", "source_idx": 6045, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3819, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7623}{250000}", "budget": 3055 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006045", "normalized_example_id": "ex_006045", "source_idx": 6045, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3819, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7623}{250000}", "budget": 3819 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006045", "normalized_example_id": "ex_006045", "source_idx": 6045, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3819, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006046", "normalized_example_id": "ex_006046", "source_idx": 6046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4110 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006046", "normalized_example_id": "ex_006046", "source_idx": 6046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5138 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006046", "normalized_example_id": "ex_006046", "source_idx": 6046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 4202 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006048", "normalized_example_id": "ex_006048", "source_idx": 6048, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 5602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006048", "normalized_example_id": "ex_006048", "source_idx": 6048, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 7003 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006048", "normalized_example_id": "ex_006048", "source_idx": 6048, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006051", "normalized_example_id": "ex_006051", "source_idx": 6051, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006051", "normalized_example_id": "ex_006051", "source_idx": 6051, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3138 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006051", "normalized_example_id": "ex_006051", "source_idx": 6051, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3138, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{H^{3}\\sqrt{3}}{4\\sin^{2}\\alpha}", "budget": 3323 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006052", "normalized_example_id": "ex_006052", "source_idx": 6052, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{H^{3}\\sqrt{3}}{4\\sin^{2}\\alpha}", "budget": 4431 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006052", "normalized_example_id": "ex_006052", "source_idx": 6052, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{H^{3}\\sqrt{3}}{4\\sin^{2}\\alpha}", "budget": 5539 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006052", "normalized_example_id": "ex_006052", "source_idx": 6052, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left[-\\frac{4}{3},-\\frac{3}{4}\\right] \\cup\\left[\\frac{3}{4}, \\frac{4}{3}\\right]", "budget": 4471 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006058", "normalized_example_id": "ex_006058", "source_idx": 6058, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left[-\\frac{4}{3},-\\frac{3}{4}\\right] \\cup\\left[\\frac{3}{4}, \\frac{4}{3}\\right]", "budget": 5961 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006058", "normalized_example_id": "ex_006058", "source_idx": 6058, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left[-\\frac{4}{3},-\\frac{3}{4}\\right] \\cup\\left[\\frac{3}{4}, \\frac{4}{3}\\right]", "budget": 7451 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006058", "normalized_example_id": "ex_006058", "source_idx": 6058, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "792", "budget": 1029 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006059", "normalized_example_id": "ex_006059", "source_idx": 6059, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1715, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "792", "budget": 1372 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006059", "normalized_example_id": "ex_006059", "source_idx": 6059, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1715, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "792", "budget": 1715 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006059", "normalized_example_id": "ex_006059", "source_idx": 6059, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1715, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "157", "budget": 1843 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006062", "normalized_example_id": "ex_006062", "source_idx": 6062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3071, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "157", "budget": 2457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006062", "normalized_example_id": "ex_006062", "source_idx": 6062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3071, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "157", "budget": 3071 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006062", "normalized_example_id": "ex_006062", "source_idx": 6062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3071, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2012^{26}", "budget": 989 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006066", "normalized_example_id": "ex_006066", "source_idx": 6066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2012^{26}", "budget": 1318 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006066", "normalized_example_id": "ex_006066", "source_idx": 6066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2012^{26}", "budget": 1648 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006066", "normalized_example_id": "ex_006066", "source_idx": 6066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6600", "budget": 1624 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006067", "normalized_example_id": "ex_006067", "source_idx": 6067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6600", "budget": 2165 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006067", "normalized_example_id": "ex_006067", "source_idx": 6067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6600", "budget": 2706 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006067", "normalized_example_id": "ex_006067", "source_idx": 6067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R = \\beta^{-\\frac{1}{\\alpha}}", "budget": 3133 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006068", "normalized_example_id": "ex_006068", "source_idx": 6068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5221, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R = \\beta^{-\\frac{1}{\\alpha}}", "budget": 4177 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006068", "normalized_example_id": "ex_006068", "source_idx": 6068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5221, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R = \\beta^{-\\frac{1}{\\alpha}}", "budget": 5221 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006068", "normalized_example_id": "ex_006068", "source_idx": 6068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5221, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "682", "budget": 4465 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006072", "normalized_example_id": "ex_006072", "source_idx": 6072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7442, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "682", "budget": 5954 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006072", "normalized_example_id": "ex_006072", "source_idx": 6072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7442, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "682", "budget": 7442 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006072", "normalized_example_id": "ex_006072", "source_idx": 6072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7442, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "55", "budget": 1311 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006073", "normalized_example_id": "ex_006073", "source_idx": 6073, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "55", "budget": 1748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006073", "normalized_example_id": "ex_006073", "source_idx": 6073, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "55", "budget": 2185 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006073", "normalized_example_id": "ex_006073", "source_idx": 6073, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4} + \\frac{1}{2} \\ln 2", "budget": 3508 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006074", "normalized_example_id": "ex_006074", "source_idx": 6074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5846, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4} + \\frac{1}{2} \\ln 2", "budget": 4677 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006074", "normalized_example_id": "ex_006074", "source_idx": 6074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5846, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4} + \\frac{1}{2} \\ln 2", "budget": 5846 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006074", "normalized_example_id": "ex_006074", "source_idx": 6074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5846, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3892 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006075", "normalized_example_id": "ex_006075", "source_idx": 6075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6487, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5190 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006075", "normalized_example_id": "ex_006075", "source_idx": 6075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6487, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6487 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006075", "normalized_example_id": "ex_006075", "source_idx": 6075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6487, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1944", "budget": 1990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006076", "normalized_example_id": "ex_006076", "source_idx": 6076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1944", "budget": 2654 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006076", "normalized_example_id": "ex_006076", "source_idx": 6076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1944", "budget": 3317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006076", "normalized_example_id": "ex_006076", "source_idx": 6076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 4820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006077", "normalized_example_id": "ex_006077", "source_idx": 6077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 6427 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006077", "normalized_example_id": "ex_006077", "source_idx": 6077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 8034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006077", "normalized_example_id": "ex_006077", "source_idx": 6077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006079", "normalized_example_id": "ex_006079", "source_idx": 6079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1011 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006079", "normalized_example_id": "ex_006079", "source_idx": 6079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1264 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006079", "normalized_example_id": "ex_006079", "source_idx": 6079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 1715 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006085", "normalized_example_id": "ex_006085", "source_idx": 6085, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 2287 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006085", "normalized_example_id": "ex_006085", "source_idx": 6085, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 2859 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006085", "normalized_example_id": "ex_006085", "source_idx": 6085, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3:5", "budget": 1801 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006089", "normalized_example_id": "ex_006089", "source_idx": 6089, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3001, ...