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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": "147", "budget": 4547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003582", "normalized_example_id": "ex_003582", "source_idx": 3582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4.89''", "budget": 4345 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003584", "normalized_example_id": "ex_003584", "source_idx": 3584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4.89''", "budget": 5793 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003584", "normalized_example_id": "ex_003584", "source_idx": 3584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4.89''", "budget": 7241 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003584", "normalized_example_id": "ex_003584", "source_idx": 3584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "727023", "budget": 4775 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003588", "normalized_example_id": "ex_003588", "source_idx": 3588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7958, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "727023", "budget": 6366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003588", "normalized_example_id": "ex_003588", "source_idx": 3588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7958, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "727023", "budget": 7958 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003588", "normalized_example_id": "ex_003588", "source_idx": 3588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7958, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 1085 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003589", "normalized_example_id": "ex_003589", "source_idx": 3589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1808, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 1446 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003589", "normalized_example_id": "ex_003589", "source_idx": 3589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1808, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 1808 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003589", "normalized_example_id": "ex_003589", "source_idx": 3589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1808, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14\\sqrt{5}", "budget": 3149 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003596", "normalized_example_id": "ex_003596", "source_idx": 3596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14\\sqrt{5}", "budget": 4199 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003596", "normalized_example_id": "ex_003596", "source_idx": 3596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14\\sqrt{5}", "budget": 5249 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003596", "normalized_example_id": "ex_003596", "source_idx": 3596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 5617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003598", "normalized_example_id": "ex_003598", "source_idx": 3598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 7489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003598", "normalized_example_id": "ex_003598", "source_idx": 3598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 9361 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003598", "normalized_example_id": "ex_003598", "source_idx": 3598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^n", "budget": 3595 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003599", "normalized_example_id": "ex_003599", "source_idx": 3599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5992, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^n", "budget": 4794 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003599", "normalized_example_id": "ex_003599", "source_idx": 3599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5992, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^n", "budget": 5992 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003599", "normalized_example_id": "ex_003599", "source_idx": 3599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5992, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003606", "normalized_example_id": "ex_003606", "source_idx": 3606, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7013 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003606", "normalized_example_id": "ex_003606", "source_idx": 3606, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8766 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003606", "normalized_example_id": "ex_003606", "source_idx": 3606, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3896 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003607", "normalized_example_id": "ex_003607", "source_idx": 3607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5195 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003607", "normalized_example_id": "ex_003607", "source_idx": 3607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003607", "normalized_example_id": "ex_003607", "source_idx": 3607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{4(2p+1)}", "budget": 3166 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003609", "normalized_example_id": "ex_003609", "source_idx": 3609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5277, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{4(2p+1)}", "budget": 4222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003609", "normalized_example_id": "ex_003609", "source_idx": 3609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5277, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{4(2p+1)}", "budget": 5277 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003609", "normalized_example_id": "ex_003609", "source_idx": 3609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5277, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{(B)}\\\\frac{3}{8}", "budget": 729 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003610", "normalized_example_id": "ex_003610", "source_idx": 3610, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1215, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{(B)}\\\\frac{3}{8}", "budget": 972 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003610", "normalized_example_id": "ex_003610", "source_idx": 3610, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1215, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{(B)}\\\\frac{3}{8}", "budget": 1215 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003610", "normalized_example_id": "ex_003610", "source_idx": 3610, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1215, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1444", "budget": 4498 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003612", "normalized_example_id": "ex_003612", "source_idx": 3612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1444", "budget": 5997 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003612", "normalized_example_id": "ex_003612", "source_idx": 3612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1444", "budget": 7496 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003612", "normalized_example_id": "ex_003612", "source_idx": 3612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,3,4,5", "budget": 2714 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003613", "normalized_example_id": "ex_003613", "source_idx": 3613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,3,4,5", "budget": 3619 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003613", "normalized_example_id": "ex_003613", "source_idx": 3613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,3,4,5", "budget": 4524 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003613", "normalized_example_id": "ex_003613", "source_idx": 3613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^2}{2(n-1)(2n-1)}", "budget": 4735 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003615", "normalized_example_id": "ex_003615", "source_idx": 3615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^2}{2(n-1)(2n-1)}", "budget": 6314 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003615", "normalized_example_id": "ex_003615", "source_idx": 3615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^2}{2(n-1)(2n-1)}", "budget": 7892 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003615", "normalized_example_id": "ex_003615", "source_idx": 3615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7892, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi^{2}", "budget": 2117 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003616", "normalized_example_id": "ex_003616", "source_idx": 3616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi^{2}", "budget": 2822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003616", "normalized_example_id": "ex_003616", "source_idx": 3616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi^{2}", "budget": 3528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003616", "normalized_example_id": "ex_003616", "source_idx": 3616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4907 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003617", "normalized_example_id": "ex_003617", "source_idx": 3617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003617", "normalized_example_id": "ex_003617", "source_idx": 3617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003617", "normalized_example_id": "ex_003617", "source_idx": 3617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1112 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003619", "normalized_example_id": "ex_003619", "source_idx": 3619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1483 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003619", "normalized_example_id": "ex_003619", "source_idx": 3619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003619", "normalized_example_id": "ex_003619", "source_idx": 3619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36n+3", "budget": 3128 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003621", "normalized_example_id": "ex_003621", "source_idx": 3621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36n+3", "budget": 4171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003621", "normalized_example_id": "ex_003621", "source_idx": 3621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36n+3", "budget": 5214 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003621", "normalized_example_id": "ex_003621", "source_idx": 3621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 5", "budget": 5537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003624", "normalized_example_id": "ex_003624", "source_idx": 3624, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 5", "budget": 7382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003624", "normalized_example_id": "ex_003624", "source_idx": 3624, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 5", "budget": 9228 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003624", "normalized_example_id": "ex_003624", "source_idx": 3624, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2220 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003625", "normalized_example_id": "ex_003625", "source_idx": 3625, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2960 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003625", "normalized_example_id": "ex_003625", "source_idx": 3625, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3700 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003625", "normalized_example_id": "ex_003625", "source_idx": 3625, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{-154+120\\lnx}{x^{6}\\cdot\\ln3}", "budget": 1517 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003626", "normalized_example_id": "ex_003626", "source_idx": 3626, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{-154+120\\lnx}{x^{6}\\cdot\\ln3}", "budget": 2023 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003626", "normalized_example_id": "ex_003626", "source_idx": 3626, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{-154+120\\lnx}{x^{6}\\cdot\\ln3}", "budget": 2529 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003626", "normalized_example_id": "ex_003626", "source_idx": 3626, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{23}", "budget": 2317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003629", "normalized_example_id": "ex_003629", "source_idx": 3629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{23}", "budget": 3090 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003629", "normalized_example_id": "ex_003629", "source_idx": 3629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{23}", "budget": 3862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003629", "normalized_example_id": "ex_003629", "source_idx": 3629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5x", "budget": 1368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003632", "normalized_example_id": "ex_003632", "source_idx": 3632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5x", "budget": 1824 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003632", "normalized_example_id": "ex_003632", "source_idx": 3632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5x", "budget": 2280 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003632", "normalized_example_id": "ex_003632", "source_idx": 3632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2280, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 1549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003633", "normalized_example_id": "ex_003633", "source_idx": 3633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 2065 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003633", "normalized_example_id": "ex_003633", "source_idx": 3633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 2581 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003633", "normalized_example_id": "ex_003633", "source_idx": 3633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 1854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003634", "normalized_example_id": "ex_003634", "source_idx": 3634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2472 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003634", "normalized_example_id": "ex_003634", "source_idx": 3634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 3090 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003634", "normalized_example_id": "ex_003634", "source_idx": 3634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 1721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003637", "normalized_example_id": "ex_003637", "source_idx": 3637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2295 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003637", "normalized_example_id": "ex_003637", "source_idx": 3637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2869 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003637", "normalized_example_id": "ex_003637", "source_idx": 3637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 4026 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003640", "normalized_example_id": "ex_003640", "source_idx": 3640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6710, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 5368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003640", "normalized_example_id": "ex_003640", "source_idx": 3640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6710, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 6710 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003640", "normalized_example_id": "ex_003640", "source_idx": 3640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6710, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300", "budget": 2095 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003641", "normalized_example_id": "ex_003641", "source_idx": 3641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3491, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300", "budget": 2793 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003641", "normalized_example_id": "ex_003641", "source_idx": 3641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3491, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300", "budget": 3491 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003641", "normalized_example_id": "ex_003641", "source_idx": 3641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3491, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<x<1", "budget": 2513 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003642", "normalized_example_id": "ex_003642", "source_idx": 3642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<x<1", "budget": 3350 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003642", "normalized_example_id": "ex_003642", "source_idx": 3642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<x<1", "budget": 4188 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003642", "normalized_example_id": "ex_003642", "source_idx": 3642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 2222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003643", "normalized_example_id": "ex_003643", "source_idx": 3643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 2963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003643", "normalized_example_id": "ex_003643", "source_idx": 3643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 3704 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003643", "normalized_example_id": "ex_003643", "source_idx": 3643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{25}", "budget": 2620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003644", "normalized_example_id": "ex_003644", "source_idx": 3644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{25}", "budget": 3494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003644", "normalized_example_id": "ex_003644", "source_idx": 3644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{25}", "budget": 4367 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003644", "normalized_example_id": "ex_003644", "source_idx": 3644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13 \\text{ and } 23", "budget": 2701 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003645", "normalized_example_id": "ex_003645", "source_idx": 3645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13 \\text{ and } 23", "budget": 3602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003645", "normalized_example_id": "ex_003645", "source_idx": 3645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13 \\text{ and } 23", "budget": 4502 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003645", "normalized_example_id": "ex_003645", "source_idx": 3645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2\\mathrm{~}", "budget": 1709 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003646", "normalized_example_id": "ex_003646", "source_idx": 3646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2849, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2\\mathrm{~}", "budget": 2279 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003646", "normalized_example_id": "ex_003646", "source_idx": 3646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2849, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2\\mathrm{~}", "budget": 2849 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003646", "normalized_example_id": "ex_003646", "source_idx": 3646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2849, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 1681 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003648", "normalized_example_id": "ex_003648", "source_idx": 3648, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2802, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 2242 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003648", "normalized_example_id": "ex_003648", "source_idx": 3648, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2802, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 2802 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003648", "normalized_example_id": "ex_003648", "source_idx": 3648, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2802, ...