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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": "50\\sqrt{5}\\approx111.8\\mathrm{~}", "budget": 2662 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004264", "normalized_example_id": "ex_004264", "source_idx": 4264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4437, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "50\\sqrt{5}\\approx111.8\\mathrm{~}", "budget": 3550 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004264", "normalized_example_id": "ex_004264", "source_idx": 4264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4437, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "50\\sqrt{5}\\approx111.8\\mathrm{~}", "budget": 4437 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004264", "normalized_example_id": "ex_004264", "source_idx": 4264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4437, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004266", "normalized_example_id": "ex_004266", "source_idx": 4266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3714 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004266", "normalized_example_id": "ex_004266", "source_idx": 4266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 4642 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004266", "normalized_example_id": "ex_004266", "source_idx": 4266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\pi}{10}", "budget": 947 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004267", "normalized_example_id": "ex_004267", "source_idx": 4267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\pi}{10}", "budget": 1263 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004267", "normalized_example_id": "ex_004267", "source_idx": 4267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\pi}{10}", "budget": 1579 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004267", "normalized_example_id": "ex_004267", "source_idx": 4267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1579, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5674 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004269", "normalized_example_id": "ex_004269", "source_idx": 4269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004269", "normalized_example_id": "ex_004269", "source_idx": 4269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004269", "normalized_example_id": "ex_004269", "source_idx": 4269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4759 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004271", "normalized_example_id": "ex_004271", "source_idx": 4271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6345 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004271", "normalized_example_id": "ex_004271", "source_idx": 4271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7931 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004271", "normalized_example_id": "ex_004271", "source_idx": 4271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{29}{14}", "budget": 1033 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004274", "normalized_example_id": "ex_004274", "source_idx": 4274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1722, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{29}{14}", "budget": 1378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004274", "normalized_example_id": "ex_004274", "source_idx": 4274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1722, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{29}{14}", "budget": 1722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004274", "normalized_example_id": "ex_004274", "source_idx": 4274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1722, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 + \\sqrt{2}", "budget": 3524 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004276", "normalized_example_id": "ex_004276", "source_idx": 4276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 + \\sqrt{2}", "budget": 4699 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004276", "normalized_example_id": "ex_004276", "source_idx": 4276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 + \\sqrt{2}", "budget": 5874 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004276", "normalized_example_id": "ex_004276", "source_idx": 4276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "344", "budget": 2476 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004277", "normalized_example_id": "ex_004277", "source_idx": 4277, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "344", "budget": 3302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004277", "normalized_example_id": "ex_004277", "source_idx": 4277, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "344", "budget": 4127 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004277", "normalized_example_id": "ex_004277", "source_idx": 4277, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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:\\sqrt{2}", "budget": 1696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004279", "normalized_example_id": "ex_004279", "source_idx": 4279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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:\\sqrt{2}", "budget": 2262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004279", "normalized_example_id": "ex_004279", "source_idx": 4279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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:\\sqrt{2}", "budget": 2827 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004279", "normalized_example_id": "ex_004279", "source_idx": 4279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2827, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,2,2)", "budget": 2981 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004284", "normalized_example_id": "ex_004284", "source_idx": 4284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4968, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,2,2)", "budget": 3974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004284", "normalized_example_id": "ex_004284", "source_idx": 4284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4968, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,2,2)", "budget": 4968 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004284", "normalized_example_id": "ex_004284", "source_idx": 4284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4968, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 4899 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004288", "normalized_example_id": "ex_004288", "source_idx": 4288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 6532 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004288", "normalized_example_id": "ex_004288", "source_idx": 4288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 8165 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004288", "normalized_example_id": "ex_004288", "source_idx": 4288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\sqrt{12};-2)\\cup(2;\\sqrt{12})", "budget": 2147 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004292", "normalized_example_id": "ex_004292", "source_idx": 4292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\sqrt{12};-2)\\cup(2;\\sqrt{12})", "budget": 2862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004292", "normalized_example_id": "ex_004292", "source_idx": 4292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\sqrt{12};-2)\\cup(2;\\sqrt{12})", "budget": 3578 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004292", "normalized_example_id": "ex_004292", "source_idx": 4292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3578, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4258 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004293", "normalized_example_id": "ex_004293", "source_idx": 4293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7096, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5677 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004293", "normalized_example_id": "ex_004293", "source_idx": 4293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7096, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7096 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004293", "normalized_example_id": "ex_004293", "source_idx": 4293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7096, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10008", "budget": 2505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004295", "normalized_example_id": "ex_004295", "source_idx": 4295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4175, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10008", "budget": 3340 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004295", "normalized_example_id": "ex_004295", "source_idx": 4295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4175, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10008", "budget": 4175 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004295", "normalized_example_id": "ex_004295", "source_idx": 4295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4175, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot7^{4}", "budget": 3047 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004298", "normalized_example_id": "ex_004298", "source_idx": 4298, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot7^{4}", "budget": 4063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004298", "normalized_example_id": "ex_004298", "source_idx": 4298, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot7^{4}", "budget": 5079 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004298", "normalized_example_id": "ex_004298", "source_idx": 4298, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004303", "normalized_example_id": "ex_004303", "source_idx": 4303, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004303", "normalized_example_id": "ex_004303", "source_idx": 4303, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2303 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004303", "normalized_example_id": "ex_004303", "source_idx": 4303, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1165270", "budget": 3546 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004306", "normalized_example_id": "ex_004306", "source_idx": 4306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5910, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1165270", "budget": 4728 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004306", "normalized_example_id": "ex_004306", "source_idx": 4306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5910, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1165270", "budget": 5910 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004306", "normalized_example_id": "ex_004306", "source_idx": 4306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5910, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "501", "budget": 2547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004307", "normalized_example_id": "ex_004307", "source_idx": 4307, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "501", "budget": 3396 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004307", "normalized_example_id": "ex_004307", "source_idx": 4307, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "501", "budget": 4245 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004307", "normalized_example_id": "ex_004307", "source_idx": 4307, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{3}}{3}", "budget": 2056 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004311", "normalized_example_id": "ex_004311", "source_idx": 4311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{3}}{3}", "budget": 2742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004311", "normalized_example_id": "ex_004311", "source_idx": 4311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{3}}{3}", "budget": 3427 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004311", "normalized_example_id": "ex_004311", "source_idx": 4311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 2205 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004314", "normalized_example_id": "ex_004314", "source_idx": 4314, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3675, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 2940 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004314", "normalized_example_id": "ex_004314", "source_idx": 4314, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3675, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{10}", "budget": 3675 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004314", "normalized_example_id": "ex_004314", "source_idx": 4314, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3675, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1584", "budget": 2683 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004316", "normalized_example_id": "ex_004316", "source_idx": 4316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1584", "budget": 3578 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004316", "normalized_example_id": "ex_004316", "source_idx": 4316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1584", "budget": 4472 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004316", "normalized_example_id": "ex_004316", "source_idx": 4316, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3469 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004318", "normalized_example_id": "ex_004318", "source_idx": 4318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5782, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4626 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004318", "normalized_example_id": "ex_004318", "source_idx": 4318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5782, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5782 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004318", "normalized_example_id": "ex_004318", "source_idx": 4318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5782, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Wednesday", "budget": 1718 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004320", "normalized_example_id": "ex_004320", "source_idx": 4320, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Wednesday", "budget": 2291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004320", "normalized_example_id": "ex_004320", "source_idx": 4320, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "Wednesday", "budget": 2864 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004320", "normalized_example_id": "ex_004320", "source_idx": 4320, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 2083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004321", "normalized_example_id": "ex_004321", "source_idx": 4321, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3471, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 2777 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004321", "normalized_example_id": "ex_004321", "source_idx": 4321, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3471, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 3471 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004321", "normalized_example_id": "ex_004321", "source_idx": 4321, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3471, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1225 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004325", "normalized_example_id": "ex_004325", "source_idx": 4325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1633 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004325", "normalized_example_id": "ex_004325", "source_idx": 4325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 2041 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004325", "normalized_example_id": "ex_004325", "source_idx": 4325, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004326", "normalized_example_id": "ex_004326", "source_idx": 4326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 3428 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004326", "normalized_example_id": "ex_004326", "source_idx": 4326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 4285 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004326", "normalized_example_id": "ex_004326", "source_idx": 4326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 2674 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004328", "normalized_example_id": "ex_004328", "source_idx": 4328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 3565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004328", "normalized_example_id": "ex_004328", "source_idx": 4328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "432", "budget": 4456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004328", "normalized_example_id": "ex_004328", "source_idx": 4328, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4456, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1736 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004330", "normalized_example_id": "ex_004330", "source_idx": 4330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2893, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2314 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004330", "normalized_example_id": "ex_004330", "source_idx": 4330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2893, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2893 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004330", "normalized_example_id": "ex_004330", "source_idx": 4330, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2893, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2,3", "budget": 3917 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004331", "normalized_example_id": "ex_004331", "source_idx": 4331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2,3", "budget": 5223 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004331", "normalized_example_id": "ex_004331", "source_idx": 4331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2,3", "budget": 6529 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004331", "normalized_example_id": "ex_004331", "source_idx": 4331, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6529, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5\\pi}{16}", "budget": 781 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004338", "normalized_example_id": "ex_004338", "source_idx": 4338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5\\pi}{16}", "budget": 1042 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004338", "normalized_example_id": "ex_004338", "source_idx": 4338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{5\\pi}{16}", "budget": 1302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004338", "normalized_example_id": "ex_004338", "source_idx": 4338, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "FC=\\frac{\\sqrt{7}-2}{3},BF=\\frac{7-2\\sqrt{7}}{6}", "budget": 1915 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004341", "normalized_example_id": "ex_004341", "source_idx": 4341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3191, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "FC=\\frac{\\sqrt{7}-2}{3},BF=\\frac{7-2\\sqrt{7}}{6}", "budget": 2553 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004341", "normalized_example_id": "ex_004341", "source_idx": 4341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3191, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "FC=\\frac{\\sqrt{7}-2}{3},BF=\\frac{7-2\\sqrt{7}}{6}", "budget": 3191 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004341", "normalized_example_id": "ex_004341", "source_idx": 4341, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3191, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1008016", "budget": 1190 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004346", "normalized_example_id": "ex_004346", "source_idx": 4346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1008016", "budget": 1586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004346", "normalized_example_id": "ex_004346", "source_idx": 4346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1008016", "budget": 1983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004346", "normalized_example_id": "ex_004346", "source_idx": 4346, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "171", "budget": 686 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004347", "normalized_example_id": "ex_004347", "source_idx": 4347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1143, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "171", "budget": 914 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004347", "normalized_example_id": "ex_004347", "source_idx": 4347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1143, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "171", "budget": 1143 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004347", "normalized_example_id": "ex_004347", "source_idx": 4347, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1143, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\frac{x+1}{x-1}", "budget": 3339 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004348", "normalized_example_id": "ex_004348", "source_idx": 4348, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5565, ...