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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": "3", "budget": 3816 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006328", "normalized_example_id": "ex_006328", "source_idx": 6328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(2n-1)}{3(2n^{2}-n-2)}", "budget": 3468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006329", "normalized_example_id": "ex_006329", "source_idx": 6329, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5780, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(2n-1)}{3(2n^{2}-n-2)}", "budget": 4624 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006329", "normalized_example_id": "ex_006329", "source_idx": 6329, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5780, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(2n-1)}{3(2n^{2}-n-2)}", "budget": 5780 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006329", "normalized_example_id": "ex_006329", "source_idx": 6329, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5780, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10080", "budget": 2876 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006331", "normalized_example_id": "ex_006331", "source_idx": 6331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10080", "budget": 3834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006331", "normalized_example_id": "ex_006331", "source_idx": 6331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10080", "budget": 4793 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006331", "normalized_example_id": "ex_006331", "source_idx": 6331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45^\\circ", "budget": 2987 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006336", "normalized_example_id": "ex_006336", "source_idx": 6336, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4979, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45^\\circ", "budget": 3983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006336", "normalized_example_id": "ex_006336", "source_idx": 6336, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4979, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45^\\circ", "budget": 4979 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006336", "normalized_example_id": "ex_006336", "source_idx": 6336, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4979, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8800", "budget": 1141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006337", "normalized_example_id": "ex_006337", "source_idx": 6337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8800", "budget": 1521 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006337", "normalized_example_id": "ex_006337", "source_idx": 6337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8800", "budget": 1901 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006337", "normalized_example_id": "ex_006337", "source_idx": 6337, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 2812 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006338", "normalized_example_id": "ex_006338", "source_idx": 6338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 3750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006338", "normalized_example_id": "ex_006338", "source_idx": 6338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "D", "budget": 4687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006338", "normalized_example_id": "ex_006338", "source_idx": 6338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "113", "budget": 1910 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006339", "normalized_example_id": "ex_006339", "source_idx": 6339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3183, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "113", "budget": 2546 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006339", "normalized_example_id": "ex_006339", "source_idx": 6339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3183, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "113", "budget": 3183 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006339", "normalized_example_id": "ex_006339", "source_idx": 6339, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3183, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 4469 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006340", "normalized_example_id": "ex_006340", "source_idx": 6340, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7449, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 5959 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006340", "normalized_example_id": "ex_006340", "source_idx": 6340, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7449, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 7449 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006340", "normalized_example_id": "ex_006340", "source_idx": 6340, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7449, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 650 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006342", "normalized_example_id": "ex_006342", "source_idx": 6342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 866 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006342", "normalized_example_id": "ex_006342", "source_idx": 6342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 1083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006342", "normalized_example_id": "ex_006342", "source_idx": 6342, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1083, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 1720 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006343", "normalized_example_id": "ex_006343", "source_idx": 6343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2866, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 2293 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006343", "normalized_example_id": "ex_006343", "source_idx": 6343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2866, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 2866 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006343", "normalized_example_id": "ex_006343", "source_idx": 6343, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2866, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{4}", "budget": 1240 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006346", "normalized_example_id": "ex_006346", "source_idx": 6346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{4}", "budget": 1653 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006346", "normalized_example_id": "ex_006346", "source_idx": 6346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{4}", "budget": 2066 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006346", "normalized_example_id": "ex_006346", "source_idx": 6346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2114 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006347", "normalized_example_id": "ex_006347", "source_idx": 6347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3523, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2818 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006347", "normalized_example_id": "ex_006347", "source_idx": 6347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3523, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 3523 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006347", "normalized_example_id": "ex_006347", "source_idx": 6347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3523, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2k+1", "budget": 1810 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006348", "normalized_example_id": "ex_006348", "source_idx": 6348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2k+1", "budget": 2413 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006348", "normalized_example_id": "ex_006348", "source_idx": 6348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2k+1", "budget": 3016 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006348", "normalized_example_id": "ex_006348", "source_idx": 6348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\in{3,4}", "budget": 1657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006349", "normalized_example_id": "ex_006349", "source_idx": 6349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2761, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\in{3,4}", "budget": 2209 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006349", "normalized_example_id": "ex_006349", "source_idx": 6349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2761, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\in{3,4}", "budget": 2761 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006349", "normalized_example_id": "ex_006349", "source_idx": 6349, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2761, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "123", "budget": 1262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006350", "normalized_example_id": "ex_006350", "source_idx": 6350, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "123", "budget": 1683 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006350", "normalized_example_id": "ex_006350", "source_idx": 6350, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "123", "budget": 2104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006350", "normalized_example_id": "ex_006350", "source_idx": 6350, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 6134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006353", "normalized_example_id": "ex_006353", "source_idx": 6353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10223, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 8178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006353", "normalized_example_id": "ex_006353", "source_idx": 6353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10223, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 10223 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006353", "normalized_example_id": "ex_006353", "source_idx": 6353, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10223, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslant-3", "budget": 964 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006354", "normalized_example_id": "ex_006354", "source_idx": 6354, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslant-3", "budget": 1285 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006354", "normalized_example_id": "ex_006354", "source_idx": 6354, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslant-3", "budget": 1606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006354", "normalized_example_id": "ex_006354", "source_idx": 6354, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7} + \\frac{3\\sqrt{3}}{2}", "budget": 4015 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006356", "normalized_example_id": "ex_006356", "source_idx": 6356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7} + \\frac{3\\sqrt{3}}{2}", "budget": 5354 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006356", "normalized_example_id": "ex_006356", "source_idx": 6356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7} + \\frac{3\\sqrt{3}}{2}", "budget": 6692 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006356", "normalized_example_id": "ex_006356", "source_idx": 6356, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 3295 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006357", "normalized_example_id": "ex_006357", "source_idx": 6357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5492, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 4394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006357", "normalized_example_id": "ex_006357", "source_idx": 6357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5492, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 5492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006357", "normalized_example_id": "ex_006357", "source_idx": 6357, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5492, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1717 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006361", "normalized_example_id": "ex_006361", "source_idx": 6361, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2290 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006361", "normalized_example_id": "ex_006361", "source_idx": 6361, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006361", "normalized_example_id": "ex_006361", "source_idx": 6361, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2862, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3.22", "budget": 5190 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006364", "normalized_example_id": "ex_006364", "source_idx": 6364, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3.22", "budget": 6920 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006364", "normalized_example_id": "ex_006364", "source_idx": 6364, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3.22", "budget": 8650 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006364", "normalized_example_id": "ex_006364", "source_idx": 6364, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "490", "budget": 3814 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006365", "normalized_example_id": "ex_006365", "source_idx": 6365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "490", "budget": 5085 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006365", "normalized_example_id": "ex_006365", "source_idx": 6365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "490", "budget": 6356 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006365", "normalized_example_id": "ex_006365", "source_idx": 6365, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6356, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2099 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006366", "normalized_example_id": "ex_006366", "source_idx": 6366, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3499, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2799 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006366", "normalized_example_id": "ex_006366", "source_idx": 6366, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3499, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3499 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006366", "normalized_example_id": "ex_006366", "source_idx": 6366, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3499, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "56\\pi", "budget": 2170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006367", "normalized_example_id": "ex_006367", "source_idx": 6367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "56\\pi", "budget": 2893 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006367", "normalized_example_id": "ex_006367", "source_idx": 6367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "56\\pi", "budget": 3616 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006367", "normalized_example_id": "ex_006367", "source_idx": 6367, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 1385 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006368", "normalized_example_id": "ex_006368", "source_idx": 6368, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 1846 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006368", "normalized_example_id": "ex_006368", "source_idx": 6368, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 2308 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006368", "normalized_example_id": "ex_006368", "source_idx": 6368, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1891 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006369", "normalized_example_id": "ex_006369", "source_idx": 6369, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2521 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006369", "normalized_example_id": "ex_006369", "source_idx": 6369, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3151 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006369", "normalized_example_id": "ex_006369", "source_idx": 6369, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}-1)", "budget": 2204 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006372", "normalized_example_id": "ex_006372", "source_idx": 6372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3673, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}-1)", "budget": 2938 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006372", "normalized_example_id": "ex_006372", "source_idx": 6372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3673, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}-1)", "budget": 3673 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006372", "normalized_example_id": "ex_006372", "source_idx": 6372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3673, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1}{2}", "budget": 2143 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006378", "normalized_example_id": "ex_006378", "source_idx": 6378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3571, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1}{2}", "budget": 2857 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006378", "normalized_example_id": "ex_006378", "source_idx": 6378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3571, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1}{2}", "budget": 3571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006378", "normalized_example_id": "ex_006378", "source_idx": 6378, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3571, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{5}-1}{4}", "budget": 5030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006379", "normalized_example_id": "ex_006379", "source_idx": 6379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{5}-1}{4}", "budget": 6706 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006379", "normalized_example_id": "ex_006379", "source_idx": 6379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{5}-1}{4}", "budget": 8383 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006379", "normalized_example_id": "ex_006379", "source_idx": 6379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\leqslant x \\leqslant \\frac{2}{3}", "budget": 1032 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006380", "normalized_example_id": "ex_006380", "source_idx": 6380, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\leqslant x \\leqslant \\frac{2}{3}", "budget": 1376 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006380", "normalized_example_id": "ex_006380", "source_idx": 6380, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\leqslant x \\leqslant \\frac{2}{3}", "budget": 1720 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006380", "normalized_example_id": "ex_006380", "source_idx": 6380, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 4034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006381", "normalized_example_id": "ex_006381", "source_idx": 6381, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6723, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006381", "normalized_example_id": "ex_006381", "source_idx": 6381, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6723, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 6723 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006381", "normalized_example_id": "ex_006381", "source_idx": 6381, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6723, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{x}\\cdot\\sin2x", "budget": 1223 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006385", "normalized_example_id": "ex_006385", "source_idx": 6385, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{x}\\cdot\\sin2x", "budget": 1631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006385", "normalized_example_id": "ex_006385", "source_idx": 6385, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{x}\\cdot\\sin2x", "budget": 2039 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006385", "normalized_example_id": "ex_006385", "source_idx": 6385, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7744", "budget": 2042 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006388", "normalized_example_id": "ex_006388", "source_idx": 6388, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3403, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7744", "budget": 2722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006388", "normalized_example_id": "ex_006388", "source_idx": 6388, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3403, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7744", "budget": 3403 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006388", "normalized_example_id": "ex_006388", "source_idx": 6388, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3403, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "450\\mathrm{~}^{2}", "budget": 701 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006390", "normalized_example_id": "ex_006390", "source_idx": 6390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1169, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "450\\mathrm{~}^{2}", "budget": 935 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006390", "normalized_example_id": "ex_006390", "source_idx": 6390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1169, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "450\\mathrm{~}^{2}", "budget": 1169 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006390", "normalized_example_id": "ex_006390", "source_idx": 6390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1169, ...