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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{255}{2}", "budget": 3972 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004061", "normalized_example_id": "ex_004061", "source_idx": 4061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{255}{2}", "budget": 5296 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004061", "normalized_example_id": "ex_004061", "source_idx": 4061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{255}{2}", "budget": 6620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004061", "normalized_example_id": "ex_004061", "source_idx": 4061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,4,9,19,24,49,99", "budget": 6079 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004062", "normalized_example_id": "ex_004062", "source_idx": 4062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,4,9,19,24,49,99", "budget": 8105 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004062", "normalized_example_id": "ex_004062", "source_idx": 4062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,4,9,19,24,49,99", "budget": 10131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004062", "normalized_example_id": "ex_004062", "source_idx": 4062, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "M(X)=\\lambda", "budget": 1093 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004066", "normalized_example_id": "ex_004066", "source_idx": 4066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1821, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "M(X)=\\lambda", "budget": 1457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004066", "normalized_example_id": "ex_004066", "source_idx": 4066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1821, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "M(X)=\\lambda", "budget": 1821 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004066", "normalized_example_id": "ex_004066", "source_idx": 4066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1821, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{91}", "budget": 1790 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004068", "normalized_example_id": "ex_004068", "source_idx": 4068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{91}", "budget": 2386 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004068", "normalized_example_id": "ex_004068", "source_idx": 4068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{91}", "budget": 2983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004068", "normalized_example_id": "ex_004068", "source_idx": 4068, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{29}{20}", "budget": 3515 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004071", "normalized_example_id": "ex_004071", "source_idx": 4071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{29}{20}", "budget": 4687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004071", "normalized_example_id": "ex_004071", "source_idx": 4071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{29}{20}", "budget": 5859 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004071", "normalized_example_id": "ex_004071", "source_idx": 4071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5859, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1940 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004074", "normalized_example_id": "ex_004074", "source_idx": 4074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3233, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004074", "normalized_example_id": "ex_004074", "source_idx": 4074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3233, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3233 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004074", "normalized_example_id": "ex_004074", "source_idx": 4074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3233, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60", "budget": 4720 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004077", "normalized_example_id": "ex_004077", "source_idx": 4077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60", "budget": 6294 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004077", "normalized_example_id": "ex_004077", "source_idx": 4077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60", "budget": 7867 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004077", "normalized_example_id": "ex_004077", "source_idx": 4077, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7867, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4,2", "budget": 5697 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004079", "normalized_example_id": "ex_004079", "source_idx": 4079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9495, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4,2", "budget": 7596 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004079", "normalized_example_id": "ex_004079", "source_idx": 4079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9495, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4,2", "budget": 9495 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004079", "normalized_example_id": "ex_004079", "source_idx": 4079, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9495, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1}{2}", "budget": 2531 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004080", "normalized_example_id": "ex_004080", "source_idx": 4080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1}{2}", "budget": 3375 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004080", "normalized_example_id": "ex_004080", "source_idx": 4080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1}{2}", "budget": 4219 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004080", "normalized_example_id": "ex_004080", "source_idx": 4080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1427 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004081", "normalized_example_id": "ex_004081", "source_idx": 4081, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1902 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004081", "normalized_example_id": "ex_004081", "source_idx": 4081, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004081", "normalized_example_id": "ex_004081", "source_idx": 4081, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3829 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004089", "normalized_example_id": "ex_004089", "source_idx": 4089, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6382, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5106 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004089", "normalized_example_id": "ex_004089", "source_idx": 4089, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6382, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 6382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004089", "normalized_example_id": "ex_004089", "source_idx": 4089, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6382, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\ln2", "budget": 3435 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004091", "normalized_example_id": "ex_004091", "source_idx": 4091, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\ln2", "budget": 4580 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004091", "normalized_example_id": "ex_004091", "source_idx": 4091, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{3}+\\ln2", "budget": 5725 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004091", "normalized_example_id": "ex_004091", "source_idx": 4091, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 2173 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004093", "normalized_example_id": "ex_004093", "source_idx": 4093, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 2897 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004093", "normalized_example_id": "ex_004093", "source_idx": 4093, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 3621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004093", "normalized_example_id": "ex_004093", "source_idx": 4093, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 4457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004094", "normalized_example_id": "ex_004094", "source_idx": 4094, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7428, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 5942 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004094", "normalized_example_id": "ex_004094", "source_idx": 4094, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7428, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 7428 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004094", "normalized_example_id": "ex_004094", "source_idx": 4094, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7428, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "71", "budget": 2984 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004096", "normalized_example_id": "ex_004096", "source_idx": 4096, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4973, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "71", "budget": 3978 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004096", "normalized_example_id": "ex_004096", "source_idx": 4096, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4973, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "71", "budget": 4973 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004096", "normalized_example_id": "ex_004096", "source_idx": 4096, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4973, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi_{3}(x)=3x", "budget": 1789 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004098", "normalized_example_id": "ex_004098", "source_idx": 4098, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi_{3}(x)=3x", "budget": 2386 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004098", "normalized_example_id": "ex_004098", "source_idx": 4098, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi_{3}(x)=3x", "budget": 2982 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004098", "normalized_example_id": "ex_004098", "source_idx": 4098, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-11,-9,-8,-6,-5,-3", "budget": 1409 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004101", "normalized_example_id": "ex_004101", "source_idx": 4101, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2349, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-11,-9,-8,-6,-5,-3", "budget": 1879 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004101", "normalized_example_id": "ex_004101", "source_idx": 4101, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2349, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-11,-9,-8,-6,-5,-3", "budget": 2349 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004101", "normalized_example_id": "ex_004101", "source_idx": 4101, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2349, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{7\\pi}{24}", "budget": 2328 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004102", "normalized_example_id": "ex_004102", "source_idx": 4102, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3880, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{7\\pi}{24}", "budget": 3104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004102", "normalized_example_id": "ex_004102", "source_idx": 4102, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3880, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{7\\pi}{24}", "budget": 3880 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004102", "normalized_example_id": "ex_004102", "source_idx": 4102, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3880, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5005 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004104", "normalized_example_id": "ex_004104", "source_idx": 4104, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8342, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6674 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004104", "normalized_example_id": "ex_004104", "source_idx": 4104, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8342, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8342 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004104", "normalized_example_id": "ex_004104", "source_idx": 4104, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8342, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p=3,q=2", "budget": 2852 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004105", "normalized_example_id": "ex_004105", "source_idx": 4105, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4754, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p=3,q=2", "budget": 3803 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004105", "normalized_example_id": "ex_004105", "source_idx": 4105, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4754, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p=3,q=2", "budget": 4754 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004105", "normalized_example_id": "ex_004105", "source_idx": 4105, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4754, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2028", "budget": 1862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004106", "normalized_example_id": "ex_004106", "source_idx": 4106, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2028", "budget": 2483 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004106", "normalized_example_id": "ex_004106", "source_idx": 4106, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2028", "budget": 3104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004106", "normalized_example_id": "ex_004106", "source_idx": 4106, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108^\\circ", "budget": 5180 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004108", "normalized_example_id": "ex_004108", "source_idx": 4108, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8634, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108^\\circ", "budget": 6907 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004108", "normalized_example_id": "ex_004108", "source_idx": 4108, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8634, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108^\\circ", "budget": 8634 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004108", "normalized_example_id": "ex_004108", "source_idx": 4108, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8634, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004110", "normalized_example_id": "ex_004110", "source_idx": 4110, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004110", "normalized_example_id": "ex_004110", "source_idx": 4110, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7579 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004110", "normalized_example_id": "ex_004110", "source_idx": 4110, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1954 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004111", "normalized_example_id": "ex_004111", "source_idx": 4111, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3257, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 2606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004111", "normalized_example_id": "ex_004111", "source_idx": 4111, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3257, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 3257 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004111", "normalized_example_id": "ex_004111", "source_idx": 4111, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3257, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(k,p)=(1,1),(4,2)or(7,3)", "budget": 2980 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004112", "normalized_example_id": "ex_004112", "source_idx": 4112, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(k,p)=(1,1),(4,2)or(7,3)", "budget": 3974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004112", "normalized_example_id": "ex_004112", "source_idx": 4112, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(k,p)=(1,1),(4,2)or(7,3)", "budget": 4967 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004112", "normalized_example_id": "ex_004112", "source_idx": 4112, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4967, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1+(-1)^{n+1}}{n+2}", "budget": 6020 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004114", "normalized_example_id": "ex_004114", "source_idx": 4114, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1+(-1)^{n+1}}{n+2}", "budget": 8027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004114", "normalized_example_id": "ex_004114", "source_idx": 4114, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n+1+(-1)^{n+1}}{n+2}", "budget": 10034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004114", "normalized_example_id": "ex_004114", "source_idx": 4114, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10034, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arcsin\\cos\\arcsinx+\\arccos\\sin\\arccosx=\\frac{\\pi}{2}", "budget": 2546 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004115", "normalized_example_id": "ex_004115", "source_idx": 4115, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4244, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arcsin\\cos\\arcsinx+\\arccos\\sin\\arccosx=\\frac{\\pi}{2}", "budget": 3395 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004115", "normalized_example_id": "ex_004115", "source_idx": 4115, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4244, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arcsin\\cos\\arcsinx+\\arccos\\sin\\arccosx=\\frac{\\pi}{2}", "budget": 4244 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004115", "normalized_example_id": "ex_004115", "source_idx": 4115, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4244, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "50", "budget": 2183 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004116", "normalized_example_id": "ex_004116", "source_idx": 4116, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "50", "budget": 2911 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004116", "normalized_example_id": "ex_004116", "source_idx": 4116, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "50", "budget": 3639 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004116", "normalized_example_id": "ex_004116", "source_idx": 4116, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 1712 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004119", "normalized_example_id": "ex_004119", "source_idx": 4119, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004119", "normalized_example_id": "ex_004119", "source_idx": 4119, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004119", "normalized_example_id": "ex_004119", "source_idx": 4119, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 2288 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004120", "normalized_example_id": "ex_004120", "source_idx": 4120, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3814, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 3051 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004120", "normalized_example_id": "ex_004120", "source_idx": 4120, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3814, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 3814 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004120", "normalized_example_id": "ex_004120", "source_idx": 4120, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3814, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5204 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004121", "normalized_example_id": "ex_004121", "source_idx": 4121, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8674, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6939 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004121", "normalized_example_id": "ex_004121", "source_idx": 4121, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8674, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8674 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004121", "normalized_example_id": "ex_004121", "source_idx": 4121, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8674, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=x \\text{ or } f(x)=-x", "budget": 4397 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004123", "normalized_example_id": "ex_004123", "source_idx": 4123, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=x \\text{ or } f(x)=-x", "budget": 5863 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004123", "normalized_example_id": "ex_004123", "source_idx": 4123, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=x \\text{ or } f(x)=-x", "budget": 7329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004123", "normalized_example_id": "ex_004123", "source_idx": 4123, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1751 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004124", "normalized_example_id": "ex_004124", "source_idx": 4124, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2335 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004124", "normalized_example_id": "ex_004124", "source_idx": 4124, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2919 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004124", "normalized_example_id": "ex_004124", "source_idx": 4124, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4339 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004125", "normalized_example_id": "ex_004125", "source_idx": 4125, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7232, ...