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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": "2014", "budget": 1319 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003651", "normalized_example_id": "ex_003651", "source_idx": 3651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2199, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2014", "budget": 1759 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003651", "normalized_example_id": "ex_003651", "source_idx": 3651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2199, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2014", "budget": 2199 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003651", "normalized_example_id": "ex_003651", "source_idx": 3651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2199, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{3}", "budget": 2589 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003653", "normalized_example_id": "ex_003653", "source_idx": 3653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4315, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{3}", "budget": 3452 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003653", "normalized_example_id": "ex_003653", "source_idx": 3653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4315, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{3}", "budget": 4315 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003653", "normalized_example_id": "ex_003653", "source_idx": 3653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4315, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21!-1", "budget": 760 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003656", "normalized_example_id": "ex_003656", "source_idx": 3656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1266, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21!-1", "budget": 1013 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003656", "normalized_example_id": "ex_003656", "source_idx": 3656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1266, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21!-1", "budget": 1266 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003656", "normalized_example_id": "ex_003656", "source_idx": 3656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1266, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17", "budget": 2003 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003657", "normalized_example_id": "ex_003657", "source_idx": 3657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17", "budget": 2670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003657", "normalized_example_id": "ex_003657", "source_idx": 3657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17", "budget": 3338 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003657", "normalized_example_id": "ex_003657", "source_idx": 3657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "104", "budget": 2721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003658", "normalized_example_id": "ex_003658", "source_idx": 3658, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4535, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "104", "budget": 3628 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003658", "normalized_example_id": "ex_003658", "source_idx": 3658, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4535, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "104", "budget": 4535 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003658", "normalized_example_id": "ex_003658", "source_idx": 3658, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4535, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12a^2+9b^2}}{6}", "budget": 1927 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003660", "normalized_example_id": "ex_003660", "source_idx": 3660, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3211, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12a^2+9b^2}}{6}", "budget": 2569 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003660", "normalized_example_id": "ex_003660", "source_idx": 3660, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3211, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12a^2+9b^2}}{6}", "budget": 3211 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003660", "normalized_example_id": "ex_003660", "source_idx": 3660, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3211, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003664", "normalized_example_id": "ex_003664", "source_idx": 3664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7448 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003664", "normalized_example_id": "ex_003664", "source_idx": 3664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9310 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003664", "normalized_example_id": "ex_003664", "source_idx": 3664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(48,3),(18,4),(12,5),(8,7),(6,10),(4,25)", "budget": 1419 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003665", "normalized_example_id": "ex_003665", "source_idx": 3665, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2365, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(48,3),(18,4),(12,5),(8,7),(6,10),(4,25)", "budget": 1892 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003665", "normalized_example_id": "ex_003665", "source_idx": 3665, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2365, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(48,3),(18,4),(12,5),(8,7),(6,10),(4,25)", "budget": 2365 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003665", "normalized_example_id": "ex_003665", "source_idx": 3665, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2365, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{3}", "budget": 2119 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003666", "normalized_example_id": "ex_003666", "source_idx": 3666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{3}", "budget": 2826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003666", "normalized_example_id": "ex_003666", "source_idx": 3666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{3}", "budget": 3532 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003666", "normalized_example_id": "ex_003666", "source_idx": 3666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4906 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003667", "normalized_example_id": "ex_003667", "source_idx": 3667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8177, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003667", "normalized_example_id": "ex_003667", "source_idx": 3667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8177, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8177 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003667", "normalized_example_id": "ex_003667", "source_idx": 3667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8177, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(E)}15", "budget": 5967 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003669", "normalized_example_id": "ex_003669", "source_idx": 3669, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9945, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(E)}15", "budget": 7956 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003669", "normalized_example_id": "ex_003669", "source_idx": 3669, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9945, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(E)}15", "budget": 9945 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003669", "normalized_example_id": "ex_003669", "source_idx": 3669, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9945, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}", "budget": 3118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003670", "normalized_example_id": "ex_003670", "source_idx": 3670, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5197, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}", "budget": 4158 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003670", "normalized_example_id": "ex_003670", "source_idx": 3670, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5197, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}", "budget": 5197 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003670", "normalized_example_id": "ex_003670", "source_idx": 3670, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5197, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7.5", "budget": 4222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003672", "normalized_example_id": "ex_003672", "source_idx": 3672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7.5", "budget": 5629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003672", "normalized_example_id": "ex_003672", "source_idx": 3672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7.5", "budget": 7036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003672", "normalized_example_id": "ex_003672", "source_idx": 3672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "61", "budget": 6016 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003678", "normalized_example_id": "ex_003678", "source_idx": 3678, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10026, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "61", "budget": 8021 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003678", "normalized_example_id": "ex_003678", "source_idx": 3678, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10026, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "61", "budget": 10026 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003678", "normalized_example_id": "ex_003678", "source_idx": 3678, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10026, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{3}", "budget": 6093 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003679", "normalized_example_id": "ex_003679", "source_idx": 3679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10155, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{3}", "budget": 8124 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003679", "normalized_example_id": "ex_003679", "source_idx": 3679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10155, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{3}", "budget": 10155 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003679", "normalized_example_id": "ex_003679", "source_idx": 3679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10155, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(x) = (x-1)^n", "budget": 2797 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003681", "normalized_example_id": "ex_003681", "source_idx": 3681, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(x) = (x-1)^n", "budget": 3730 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003681", "normalized_example_id": "ex_003681", "source_idx": 3681, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(x) = (x-1)^n", "budget": 4662 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003681", "normalized_example_id": "ex_003681", "source_idx": 3681, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 4722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003685", "normalized_example_id": "ex_003685", "source_idx": 3685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7870, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 6296 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003685", "normalized_example_id": "ex_003685", "source_idx": 3685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7870, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 7870 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003685", "normalized_example_id": "ex_003685", "source_idx": 3685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7870, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{999}{1000}", "budget": 1523 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003686", "normalized_example_id": "ex_003686", "source_idx": 3686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{999}{1000}", "budget": 2031 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003686", "normalized_example_id": "ex_003686", "source_idx": 3686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{999}{1000}", "budget": 2539 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003686", "normalized_example_id": "ex_003686", "source_idx": 3686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003687", "normalized_example_id": "ex_003687", "source_idx": 3687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003687", "normalized_example_id": "ex_003687", "source_idx": 3687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6377 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003687", "normalized_example_id": "ex_003687", "source_idx": 3687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{6}{5}(\\sqrt[3]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{5}+C", "budget": 2452 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003688", "normalized_example_id": "ex_003688", "source_idx": 3688, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4087, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{6}{5}(\\sqrt[3]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{5}+C", "budget": 3270 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003688", "normalized_example_id": "ex_003688", "source_idx": 3688, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4087, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{6}{5}(\\sqrt[3]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{5}+C", "budget": 4087 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003688", "normalized_example_id": "ex_003688", "source_idx": 3688, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4087, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7560", "budget": 1570 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003689", "normalized_example_id": "ex_003689", "source_idx": 3689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7560", "budget": 2094 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003689", "normalized_example_id": "ex_003689", "source_idx": 3689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7560", "budget": 2617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003689", "normalized_example_id": "ex_003689", "source_idx": 3689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1133 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003690", "normalized_example_id": "ex_003690", "source_idx": 3690, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1888, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003690", "normalized_example_id": "ex_003690", "source_idx": 3690, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1888, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1888 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003690", "normalized_example_id": "ex_003690", "source_idx": 3690, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1888, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3391 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003691", "normalized_example_id": "ex_003691", "source_idx": 3691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4521 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003691", "normalized_example_id": "ex_003691", "source_idx": 3691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5651 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003691", "normalized_example_id": "ex_003691", "source_idx": 3691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32;64;96", "budget": 1330 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003692", "normalized_example_id": "ex_003692", "source_idx": 3692, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2217, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32;64;96", "budget": 1774 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003692", "normalized_example_id": "ex_003692", "source_idx": 3692, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2217, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32;64;96", "budget": 2217 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003692", "normalized_example_id": "ex_003692", "source_idx": 3692, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2217, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{13}", "budget": 1414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003697", "normalized_example_id": "ex_003697", "source_idx": 3697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{13}", "budget": 1885 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003697", "normalized_example_id": "ex_003697", "source_idx": 3697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{13}", "budget": 2356 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003697", "normalized_example_id": "ex_003697", "source_idx": 3697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1207 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003703", "normalized_example_id": "ex_003703", "source_idx": 3703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1610 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003703", "normalized_example_id": "ex_003703", "source_idx": 3703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2012 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003703", "normalized_example_id": "ex_003703", "source_idx": 3703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 2479 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003704", "normalized_example_id": "ex_003704", "source_idx": 3704, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 3305 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003704", "normalized_example_id": "ex_003704", "source_idx": 3704, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 4131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003704", "normalized_example_id": "ex_003704", "source_idx": 3704, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4131, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}-4 y+3 \\text { or } x=-y^{2}-4 y+3", "budget": 2600 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003705", "normalized_example_id": "ex_003705", "source_idx": 3705, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4334, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}-4 y+3 \\text { or } x=-y^{2}-4 y+3", "budget": 3467 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003705", "normalized_example_id": "ex_003705", "source_idx": 3705, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4334, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}-4 y+3 \\text { or } x=-y^{2}-4 y+3", "budget": 4334 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003705", "normalized_example_id": "ex_003705", "source_idx": 3705, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4334, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 2197 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003706", "normalized_example_id": "ex_003706", "source_idx": 3706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 2930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003706", "normalized_example_id": "ex_003706", "source_idx": 3706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 3662 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003706", "normalized_example_id": "ex_003706", "source_idx": 3706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3662, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1453789", "budget": 4758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003707", "normalized_example_id": "ex_003707", "source_idx": 3707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1453789", "budget": 6344 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003707", "normalized_example_id": "ex_003707", "source_idx": 3707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1453789", "budget": 7930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003707", "normalized_example_id": "ex_003707", "source_idx": 3707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-1,1),(3,2,4)", "budget": 1963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003708", "normalized_example_id": "ex_003708", "source_idx": 3708, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-1,1),(3,2,4)", "budget": 2617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003708", "normalized_example_id": "ex_003708", "source_idx": 3708, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-1,1),(3,2,4)", "budget": 3271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003708", "normalized_example_id": "ex_003708", "source_idx": 3708, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=z=1", "budget": 4787 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003709", "normalized_example_id": "ex_003709", "source_idx": 3709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7978, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=z=1", "budget": 6382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003709", "normalized_example_id": "ex_003709", "source_idx": 3709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7978, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=z=1", "budget": 7978 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003709", "normalized_example_id": "ex_003709", "source_idx": 3709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7978, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = z = \\sqrt{2}", "budget": 3570 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003710", "normalized_example_id": "ex_003710", "source_idx": 3710, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = z = \\sqrt{2}", "budget": 4760 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003710", "normalized_example_id": "ex_003710", "source_idx": 3710, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = z = \\sqrt{2}", "budget": 5950 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003710", "normalized_example_id": "ex_003710", "source_idx": 3710, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}", "budget": 1435 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003712", "normalized_example_id": "ex_003712", "source_idx": 3712, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2392, ...