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[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{9}", "budget": 3454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002127", "normalized_example_id": "ex_002127", "source_idx": 2127, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{9}", "budget": 4317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002127", "normalized_example_id": "ex_002127", "source_idx": 2127, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{125(2+\\sqrt{5})}{64}", "budget": 2571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002128", "normalized_example_id": "ex_002128", "source_idx": 2128, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{125(2+\\sqrt{5})}{64}", "budget": 3428 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002128", "normalized_example_id": "ex_002128", "source_idx": 2128, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{125(2+\\sqrt{5})}{64}", "budget": 4285 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002128", "normalized_example_id": "ex_002128", "source_idx": 2128, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4044", "budget": 2210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002129", "normalized_example_id": "ex_002129", "source_idx": 2129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4044", "budget": 2947 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002129", "normalized_example_id": "ex_002129", "source_idx": 2129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4044", "budget": 3684 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002129", "normalized_example_id": "ex_002129", "source_idx": 2129, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 2978 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002134", "normalized_example_id": "ex_002134", "source_idx": 2134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 3970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002134", "normalized_example_id": "ex_002134", "source_idx": 2134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 4963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002134", "normalized_example_id": "ex_002134", "source_idx": 2134, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+y=0", "budget": 1331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002135", "normalized_example_id": "ex_002135", "source_idx": 2135, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+y=0", "budget": 1775 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002135", "normalized_example_id": "ex_002135", "source_idx": 2135, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+y=0", "budget": 2219 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002135", "normalized_example_id": "ex_002135", "source_idx": 2135, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 4318 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002136", "normalized_example_id": "ex_002136", "source_idx": 2136, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 5757 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002136", "normalized_example_id": "ex_002136", "source_idx": 2136, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 7196 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002136", "normalized_example_id": "ex_002136", "source_idx": 2136, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2048", "budget": 4374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002138", "normalized_example_id": "ex_002138", "source_idx": 2138, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7290, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2048", "budget": 5832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002138", "normalized_example_id": "ex_002138", "source_idx": 2138, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7290, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2048", "budget": 7290 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002138", "normalized_example_id": "ex_002138", "source_idx": 2138, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7290, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}}{3}", "budget": 2351 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002139", "normalized_example_id": "ex_002139", "source_idx": 2139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3918, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}}{3}", "budget": 3134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002139", "normalized_example_id": "ex_002139", "source_idx": 2139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3918, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{3}}{3}", "budget": 3918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002139", "normalized_example_id": "ex_002139", "source_idx": 2139, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3918, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12453", "budget": 5978 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002140", "normalized_example_id": "ex_002140", "source_idx": 2140, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12453", "budget": 7970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002140", "normalized_example_id": "ex_002140", "source_idx": 2140, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12453", "budget": 9963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002140", "normalized_example_id": "ex_002140", "source_idx": 2140, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9963, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 3736 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002141", "normalized_example_id": "ex_002141", "source_idx": 2141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 4982 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002141", "normalized_example_id": "ex_002141", "source_idx": 2141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 6227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002141", "normalized_example_id": "ex_002141", "source_idx": 2141, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 3226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002142", "normalized_example_id": "ex_002142", "source_idx": 2142, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 4301 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002142", "normalized_example_id": "ex_002142", "source_idx": 2142, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 5376 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002142", "normalized_example_id": "ex_002142", "source_idx": 2142, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1124 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002143", "normalized_example_id": "ex_002143", "source_idx": 2143, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1499 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002143", "normalized_example_id": "ex_002143", "source_idx": 2143, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1874 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002143", "normalized_example_id": "ex_002143", "source_idx": 2143, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x,y)=xy", "budget": 3983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002144", "normalized_example_id": "ex_002144", "source_idx": 2144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x,y)=xy", "budget": 5311 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002144", "normalized_example_id": "ex_002144", "source_idx": 2144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x,y)=xy", "budget": 6639 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002144", "normalized_example_id": "ex_002144", "source_idx": 2144, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2852 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002145", "normalized_example_id": "ex_002145", "source_idx": 2145, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4753, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3802 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002145", "normalized_example_id": "ex_002145", "source_idx": 2145, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4753, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 4753 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002145", "normalized_example_id": "ex_002145", "source_idx": 2145, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4753, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{32}", "budget": 5485 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002149", "normalized_example_id": "ex_002149", "source_idx": 2149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9141, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{32}", "budget": 7313 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002149", "normalized_example_id": "ex_002149", "source_idx": 2149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9141, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{32}", "budget": 9141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002149", "normalized_example_id": "ex_002149", "source_idx": 2149, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9141, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\geqq\\frac{1}{1000}", "budget": 850 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002160", "normalized_example_id": "ex_002160", "source_idx": 2160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1417, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\geqq\\frac{1}{1000}", "budget": 1134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002160", "normalized_example_id": "ex_002160", "source_idx": 2160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1417, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\geqq\\frac{1}{1000}", "budget": 1417 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002160", "normalized_example_id": "ex_002160", "source_idx": 2160, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1417, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 2272 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002161", "normalized_example_id": "ex_002161", "source_idx": 2161, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 3030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002161", "normalized_example_id": "ex_002161", "source_idx": 2161, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 3787 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002161", "normalized_example_id": "ex_002161", "source_idx": 2161, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 3030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002162", "normalized_example_id": "ex_002162", "source_idx": 2162, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5050, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 4040 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002162", "normalized_example_id": "ex_002162", "source_idx": 2162, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5050, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 5050 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002162", "normalized_example_id": "ex_002162", "source_idx": 2162, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5050, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 2977 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002163", "normalized_example_id": "ex_002163", "source_idx": 2163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 3970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002163", "normalized_example_id": "ex_002163", "source_idx": 2163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 4962 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002163", "normalized_example_id": "ex_002163", "source_idx": 2163, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,5), (0,4), (5,1)", "budget": 5984 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002165", "normalized_example_id": "ex_002165", "source_idx": 2165, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,5), (0,4), (5,1)", "budget": 7979 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002165", "normalized_example_id": "ex_002165", "source_idx": 2165, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,5), (0,4), (5,1)", "budget": 9974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002165", "normalized_example_id": "ex_002165", "source_idx": 2165, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{3}}{4}", "budget": 1592 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002167", "normalized_example_id": "ex_002167", "source_idx": 2167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2653, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{3}}{4}", "budget": 2122 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002167", "normalized_example_id": "ex_002167", "source_idx": 2167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2653, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{3}}{4}", "budget": 2653 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002167", "normalized_example_id": "ex_002167", "source_idx": 2167, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2653, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}}{15}", "budget": 3925 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002168", "normalized_example_id": "ex_002168", "source_idx": 2168, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6542, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}}{15}", "budget": 5234 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002168", "normalized_example_id": "ex_002168", "source_idx": 2168, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6542, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}}{15}", "budget": 6542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002168", "normalized_example_id": "ex_002168", "source_idx": 2168, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6542, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 1854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002172", "normalized_example_id": "ex_002172", "source_idx": 2172, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 2472 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002172", "normalized_example_id": "ex_002172", "source_idx": 2172, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 3090 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002172", "normalized_example_id": "ex_002172", "source_idx": 2172, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "409051", "budget": 2242 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002174", "normalized_example_id": "ex_002174", "source_idx": 2174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3737, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "409051", "budget": 2990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002174", "normalized_example_id": "ex_002174", "source_idx": 2174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3737, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "409051", "budget": 3737 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002174", "normalized_example_id": "ex_002174", "source_idx": 2174, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3737, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002175", "normalized_example_id": "ex_002175", "source_idx": 2175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3551, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002175", "normalized_example_id": "ex_002175", "source_idx": 2175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3551, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3551 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002175", "normalized_example_id": "ex_002175", "source_idx": 2175, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3551, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,6", "budget": 3947 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002176", "normalized_example_id": "ex_002176", "source_idx": 2176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,6", "budget": 5262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002176", "normalized_example_id": "ex_002176", "source_idx": 2176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,6", "budget": 6578 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002176", "normalized_example_id": "ex_002176", "source_idx": 2176, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, \\sqrt{2}", "budget": 3155 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002178", "normalized_example_id": "ex_002178", "source_idx": 2178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5259, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, \\sqrt{2}", "budget": 4207 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002178", "normalized_example_id": "ex_002178", "source_idx": 2178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5259, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, \\sqrt{2}", "budget": 5259 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002178", "normalized_example_id": "ex_002178", "source_idx": 2178, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5259, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5450 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002180", "normalized_example_id": "ex_002180", "source_idx": 2180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7266 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002180", "normalized_example_id": "ex_002180", "source_idx": 2180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002180", "normalized_example_id": "ex_002180", "source_idx": 2180, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{2/\\pi}", "budget": 4373 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002181", "normalized_example_id": "ex_002181", "source_idx": 2181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{2/\\pi}", "budget": 5830 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002181", "normalized_example_id": "ex_002181", "source_idx": 2181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{2/\\pi}", "budget": 7288 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002181", "normalized_example_id": "ex_002181", "source_idx": 2181, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 2353 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002184", "normalized_example_id": "ex_002184", "source_idx": 2184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 3137 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002184", "normalized_example_id": "ex_002184", "source_idx": 2184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{4}", "budget": 3921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002184", "normalized_example_id": "ex_002184", "source_idx": 2184, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "115", "budget": 2774 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002187", "normalized_example_id": "ex_002187", "source_idx": 2187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "115", "budget": 3698 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002187", "normalized_example_id": "ex_002187", "source_idx": 2187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "115", "budget": 4623 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002187", "normalized_example_id": "ex_002187", "source_idx": 2187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4623, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{k+1}=x_{k+2}=\\cdots=x_{n}=\\sqrt{\\frac{A}{B}}", "budget": 2679 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002188", "normalized_example_id": "ex_002188", "source_idx": 2188, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4465, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{k+1}=x_{k+2}=\\cdots=x_{n}=\\sqrt{\\frac{A}{B}}", "budget": 3572 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002188", "normalized_example_id": "ex_002188", "source_idx": 2188, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4465, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_{k+1}=x_{k+2}=\\cdots=x_{n}=\\sqrt{\\frac{A}{B}}", "budget": 4465 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002188", "normalized_example_id": "ex_002188", "source_idx": 2188, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4465, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Yes", "budget": 1819 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002190", "normalized_example_id": "ex_002190", "source_idx": 2190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3031, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Yes", "budget": 2425 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002190", "normalized_example_id": "ex_002190", "source_idx": 2190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3031, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Yes", "budget": 3031 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002190", "normalized_example_id": "ex_002190", "source_idx": 2190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3031, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 2660 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002192", "normalized_example_id": "ex_002192", "source_idx": 2192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4433, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 3546 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002192", "normalized_example_id": "ex_002192", "source_idx": 2192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4433, ...