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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": "1:1", "budget": 3360 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005140", "normalized_example_id": "ex_005140", "source_idx": 5140, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4200, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1:1", "budget": 4200 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005140", "normalized_example_id": "ex_005140", "source_idx": 5140, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4200, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "131070", "budget": 4153 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005144", "normalized_example_id": "ex_005144", "source_idx": 5144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "131070", "budget": 5537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005144", "normalized_example_id": "ex_005144", "source_idx": 5144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "131070", "budget": 6921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005144", "normalized_example_id": "ex_005144", "source_idx": 5144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\bar{x}=74.7,\\sigma=8.5", "budget": 4843 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005146", "normalized_example_id": "ex_005146", "source_idx": 5146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\bar{x}=74.7,\\sigma=8.5", "budget": 6458 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005146", "normalized_example_id": "ex_005146", "source_idx": 5146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\bar{x}=74.7,\\sigma=8.5", "budget": 8072 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005146", "normalized_example_id": "ex_005146", "source_idx": 5146, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4a^{10}", "budget": 2060 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005153", "normalized_example_id": "ex_005153", "source_idx": 5153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4a^{10}", "budget": 2747 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005153", "normalized_example_id": "ex_005153", "source_idx": 5153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4a^{10}", "budget": 3434 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005153", "normalized_example_id": "ex_005153", "source_idx": 5153, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 1227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005154", "normalized_example_id": "ex_005154", "source_idx": 5154, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2045, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 1636 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005154", "normalized_example_id": "ex_005154", "source_idx": 5154, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2045, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2045 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005154", "normalized_example_id": "ex_005154", "source_idx": 5154, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2045, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{600}{73}", "budget": 5768 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005156", "normalized_example_id": "ex_005156", "source_idx": 5156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9613, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{600}{73}", "budget": 7690 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005156", "normalized_example_id": "ex_005156", "source_idx": 5156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9613, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{600}{73}", "budget": 9613 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005156", "normalized_example_id": "ex_005156", "source_idx": 5156, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9613, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12:3:5", "budget": 2212 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005157", "normalized_example_id": "ex_005157", "source_idx": 5157, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12:3:5", "budget": 2949 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005157", "normalized_example_id": "ex_005157", "source_idx": 5157, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12:3:5", "budget": 3686 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005157", "normalized_example_id": "ex_005157", "source_idx": 5157, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3686, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{1}=\\frac{2}{3}, x_{2}=\\frac{3}{2}", "budget": 1574 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005163", "normalized_example_id": "ex_005163", "source_idx": 5163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{1}=\\frac{2}{3}, x_{2}=\\frac{3}{2}", "budget": 2098 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005163", "normalized_example_id": "ex_005163", "source_idx": 5163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{1}=\\frac{2}{3}, x_{2}=\\frac{3}{2}", "budget": 2623 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005163", "normalized_example_id": "ex_005163", "source_idx": 5163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "38", "budget": 5584 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005164", "normalized_example_id": "ex_005164", "source_idx": 5164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9307, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "38", "budget": 7446 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005164", "normalized_example_id": "ex_005164", "source_idx": 5164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9307, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "38", "budget": 9307 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005164", "normalized_example_id": "ex_005164", "source_idx": 5164, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9307, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2917 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005169", "normalized_example_id": "ex_005169", "source_idx": 5169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4861, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3889 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005169", "normalized_example_id": "ex_005169", "source_idx": 5169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4861, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005169", "normalized_example_id": "ex_005169", "source_idx": 5169, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4861, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5or10", "budget": 3372 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005170", "normalized_example_id": "ex_005170", "source_idx": 5170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5or10", "budget": 4496 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005170", "normalized_example_id": "ex_005170", "source_idx": 5170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5or10", "budget": 5620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005170", "normalized_example_id": "ex_005170", "source_idx": 5170, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 2016 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005173", "normalized_example_id": "ex_005173", "source_idx": 5173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3360, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 2688 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005173", "normalized_example_id": "ex_005173", "source_idx": 5173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3360, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 3360 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005173", "normalized_example_id": "ex_005173", "source_idx": 5173, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3360, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1727 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005174", "normalized_example_id": "ex_005174", "source_idx": 5174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005174", "normalized_example_id": "ex_005174", "source_idx": 5174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2878 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005174", "normalized_example_id": "ex_005174", "source_idx": 5174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.5\\mathrm{~}", "budget": 5479 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005175", "normalized_example_id": "ex_005175", "source_idx": 5175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.5\\mathrm{~}", "budget": 7305 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005175", "normalized_example_id": "ex_005175", "source_idx": 5175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.5\\mathrm{~}", "budget": 9131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005175", "normalized_example_id": "ex_005175", "source_idx": 5175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1091 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005179", "normalized_example_id": "ex_005179", "source_idx": 5179, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1818, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005179", "normalized_example_id": "ex_005179", "source_idx": 5179, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1818, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1818 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005179", "normalized_example_id": "ex_005179", "source_idx": 5179, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1818, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 968 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005180", "normalized_example_id": "ex_005180", "source_idx": 5180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 1291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005180", "normalized_example_id": "ex_005180", "source_idx": 5180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 1614 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005180", "normalized_example_id": "ex_005180", "source_idx": 5180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 1456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005181", "normalized_example_id": "ex_005181", "source_idx": 5181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 1941 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005181", "normalized_example_id": "ex_005181", "source_idx": 5181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 2426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005181", "normalized_example_id": "ex_005181", "source_idx": 5181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 1696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005182", "normalized_example_id": "ex_005182", "source_idx": 5182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 2262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005182", "normalized_example_id": "ex_005182", "source_idx": 5182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 2827 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005182", "normalized_example_id": "ex_005182", "source_idx": 5182, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{6^{2011}2010!},2010)", "budget": 3796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005183", "normalized_example_id": "ex_005183", "source_idx": 5183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{6^{2011}2010!},2010)", "budget": 5061 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005183", "normalized_example_id": "ex_005183", "source_idx": 5183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{6^{2011}2010!},2010)", "budget": 6326 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005183", "normalized_example_id": "ex_005183", "source_idx": 5183, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 4723 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005185", "normalized_example_id": "ex_005185", "source_idx": 5185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 6297 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005185", "normalized_example_id": "ex_005185", "source_idx": 5185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 7871 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005185", "normalized_example_id": "ex_005185", "source_idx": 5185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{1}{2}", "budget": 1907 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005186", "normalized_example_id": "ex_005186", "source_idx": 5186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{1}{2}", "budget": 2542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005186", "normalized_example_id": "ex_005186", "source_idx": 5186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{1}{2}", "budget": 3178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005186", "normalized_example_id": "ex_005186", "source_idx": 5186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63(\\sqrt{2}-1)\\mathrm{~}^{3}", "budget": 4439 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005187", "normalized_example_id": "ex_005187", "source_idx": 5187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63(\\sqrt{2}-1)\\mathrm{~}^{3}", "budget": 5918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005187", "normalized_example_id": "ex_005187", "source_idx": 5187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63(\\sqrt{2}-1)\\mathrm{~}^{3}", "budget": 7398 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005187", "normalized_example_id": "ex_005187", "source_idx": 5187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 1172 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005189", "normalized_example_id": "ex_005189", "source_idx": 5189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1954, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 1563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005189", "normalized_example_id": "ex_005189", "source_idx": 5189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1954, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 1954 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005189", "normalized_example_id": "ex_005189", "source_idx": 5189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1954, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5}{3}", "budget": 2429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005191", "normalized_example_id": "ex_005191", "source_idx": 5191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5}{3}", "budget": 3239 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005191", "normalized_example_id": "ex_005191", "source_idx": 5191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5}{3}", "budget": 4049 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005191", "normalized_example_id": "ex_005191", "source_idx": 5191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a+b+c=0", "budget": 4449 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005192", "normalized_example_id": "ex_005192", "source_idx": 5192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7415, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a+b+c=0", "budget": 5932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005192", "normalized_example_id": "ex_005192", "source_idx": 5192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7415, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a+b+c=0", "budget": 7415 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005192", "normalized_example_id": "ex_005192", "source_idx": 5192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7415, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 1628 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005193", "normalized_example_id": "ex_005193", "source_idx": 5193, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2713, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005193", "normalized_example_id": "ex_005193", "source_idx": 5193, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2713, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2713 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005193", "normalized_example_id": "ex_005193", "source_idx": 5193, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2713, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 3712 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005194", "normalized_example_id": "ex_005194", "source_idx": 5194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 4949 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005194", "normalized_example_id": "ex_005194", "source_idx": 5194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 6186 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005194", "normalized_example_id": "ex_005194", "source_idx": 5194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6186, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "179.44", "budget": 2035 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005196", "normalized_example_id": "ex_005196", "source_idx": 5196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "179.44", "budget": 2713 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005196", "normalized_example_id": "ex_005196", "source_idx": 5196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "179.44", "budget": 3391 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005196", "normalized_example_id": "ex_005196", "source_idx": 5196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 2990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005197", "normalized_example_id": "ex_005197", "source_idx": 5197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 3987 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005197", "normalized_example_id": "ex_005197", "source_idx": 5197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 4984 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005197", "normalized_example_id": "ex_005197", "source_idx": 5197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{11}{2111}\\binom{2111}{100}", "budget": 3301 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005202", "normalized_example_id": "ex_005202", "source_idx": 5202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{11}{2111}\\binom{2111}{100}", "budget": 4401 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005202", "normalized_example_id": "ex_005202", "source_idx": 5202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{11}{2111}\\binom{2111}{100}", "budget": 5501 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005202", "normalized_example_id": "ex_005202", "source_idx": 5202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5501, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2739 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005203", "normalized_example_id": "ex_005203", "source_idx": 5203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 3652 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005203", "normalized_example_id": "ex_005203", "source_idx": 5203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 4565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005203", "normalized_example_id": "ex_005203", "source_idx": 5203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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-2|-\\frac{3}{(x+2)^{2}}+C", "budget": 1607 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005204", "normalized_example_id": "ex_005204", "source_idx": 5204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2679, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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-2|-\\frac{3}{(x+2)^{2}}+C", "budget": 2143 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005204", "normalized_example_id": "ex_005204", "source_idx": 5204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2679, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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-2|-\\frac{3}{(x+2)^{2}}+C", "budget": 2679 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005204", "normalized_example_id": "ex_005204", "source_idx": 5204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2679, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 5703 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005205", "normalized_example_id": "ex_005205", "source_idx": 5205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9505, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 7604 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005205", "normalized_example_id": "ex_005205", "source_idx": 5205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9505, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 9505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005205", "normalized_example_id": "ex_005205", "source_idx": 5205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9505, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-1,1)", "budget": 2297 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005208", "normalized_example_id": "ex_005208", "source_idx": 5208, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3829, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-1,1)", "budget": 3063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_005208", "normalized_example_id": "ex_005208", "source_idx": 5208, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3829, ...