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[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{2}n(n+1)", "budget": 3173 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006202", "normalized_example_id": "ex_006202", "source_idx": 6202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}n(n+1)", "budget": 4230 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006202", "normalized_example_id": "ex_006202", "source_idx": 6202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}n(n+1)", "budget": 5288 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006202", "normalized_example_id": "ex_006202", "source_idx": 6202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5288, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "511", "budget": 3899 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006203", "normalized_example_id": "ex_006203", "source_idx": 6203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "511", "budget": 5198 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006203", "normalized_example_id": "ex_006203", "source_idx": 6203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "511", "budget": 6498 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006203", "normalized_example_id": "ex_006203", "source_idx": 6203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 2239 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006207", "normalized_example_id": "ex_006207", "source_idx": 6207, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 2985 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006207", "normalized_example_id": "ex_006207", "source_idx": 6207, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 3731 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006207", "normalized_example_id": "ex_006207", "source_idx": 6207, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\sqrt{2} + 1}", "budget": 934 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006210", "normalized_example_id": "ex_006210", "source_idx": 6210, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1556, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\sqrt{2} + 1}", "budget": 1245 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006210", "normalized_example_id": "ex_006210", "source_idx": 6210, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1556, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\sqrt{2} + 1}", "budget": 1556 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006210", "normalized_example_id": "ex_006210", "source_idx": 6210, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1556, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006211", "normalized_example_id": "ex_006211", "source_idx": 6211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7417 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006211", "normalized_example_id": "ex_006211", "source_idx": 6211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006211", "normalized_example_id": "ex_006211", "source_idx": 6211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{5},\\frac{1}{2}]", "budget": 4453 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006212", "normalized_example_id": "ex_006212", "source_idx": 6212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{5},\\frac{1}{2}]", "budget": 5938 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006212", "normalized_example_id": "ex_006212", "source_idx": 6212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{5},\\frac{1}{2}]", "budget": 7422 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006212", "normalized_example_id": "ex_006212", "source_idx": 6212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "254", "budget": 5726 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006218", "normalized_example_id": "ex_006218", "source_idx": 6218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9543, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "254", "budget": 7634 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006218", "normalized_example_id": "ex_006218", "source_idx": 6218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9543, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "254", "budget": 9543 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006218", "normalized_example_id": "ex_006218", "source_idx": 6218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9543, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{329}{100}", "budget": 5057 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006223", "normalized_example_id": "ex_006223", "source_idx": 6223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{329}{100}", "budget": 6743 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006223", "normalized_example_id": "ex_006223", "source_idx": 6223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{329}{100}", "budget": 8429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006223", "normalized_example_id": "ex_006223", "source_idx": 6223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3k}{k^{2}-2}", "budget": 3066 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006224", "normalized_example_id": "ex_006224", "source_idx": 6224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3k}{k^{2}-2}", "budget": 4088 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006224", "normalized_example_id": "ex_006224", "source_idx": 6224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3k}{k^{2}-2}", "budget": 5110 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006224", "normalized_example_id": "ex_006224", "source_idx": 6224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y,z)=(2,1,2)", "budget": 4408 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006225", "normalized_example_id": "ex_006225", "source_idx": 6225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7347, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y,z)=(2,1,2)", "budget": 5878 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006225", "normalized_example_id": "ex_006225", "source_idx": 6225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7347, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y,z)=(2,1,2)", "budget": 7347 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006225", "normalized_example_id": "ex_006225", "source_idx": 6225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7347, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_1=0,x_2=1", "budget": 1585 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006226", "normalized_example_id": "ex_006226", "source_idx": 6226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_1=0,x_2=1", "budget": 2113 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006226", "normalized_example_id": "ex_006226", "source_idx": 6226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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_1=0,x_2=1", "budget": 2641 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006226", "normalized_example_id": "ex_006226", "source_idx": 6226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3994001", "budget": 1663 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006227", "normalized_example_id": "ex_006227", "source_idx": 6227, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2771, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3994001", "budget": 2217 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006227", "normalized_example_id": "ex_006227", "source_idx": 6227, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2771, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3994001", "budget": 2771 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006227", "normalized_example_id": "ex_006227", "source_idx": 6227, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2771, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 3392 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006234", "normalized_example_id": "ex_006234", "source_idx": 6234, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5654, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 4523 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006234", "normalized_example_id": "ex_006234", "source_idx": 6234, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5654, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 5654 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006234", "normalized_example_id": "ex_006234", "source_idx": 6234, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5654, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4052169", "budget": 1360 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006240", "normalized_example_id": "ex_006240", "source_idx": 6240, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2267, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4052169", "budget": 1814 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006240", "normalized_example_id": "ex_006240", "source_idx": 6240, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2267, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4052169", "budget": 2267 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006240", "normalized_example_id": "ex_006240", "source_idx": 6240, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2267, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10200", "budget": 905 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006241", "normalized_example_id": "ex_006241", "source_idx": 6241, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1508, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10200", "budget": 1206 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006241", "normalized_example_id": "ex_006241", "source_idx": 6241, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1508, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10200", "budget": 1508 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006241", "normalized_example_id": "ex_006241", "source_idx": 6241, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1508, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 6071 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006242", "normalized_example_id": "ex_006242", "source_idx": 6242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 8094 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006242", "normalized_example_id": "ex_006242", "source_idx": 6242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 10118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006242", "normalized_example_id": "ex_006242", "source_idx": 6242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n-1)}{2}", "budget": 728 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006243", "normalized_example_id": "ex_006243", "source_idx": 6243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n-1)}{2}", "budget": 971 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006243", "normalized_example_id": "ex_006243", "source_idx": 6243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n-1)}{2}", "budget": 1214 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006243", "normalized_example_id": "ex_006243", "source_idx": 6243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1214, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 1289 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006244", "normalized_example_id": "ex_006244", "source_idx": 6244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 1719 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006244", "normalized_example_id": "ex_006244", "source_idx": 6244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 2149 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006244", "normalized_example_id": "ex_006244", "source_idx": 6244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 3769 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006246", "normalized_example_id": "ex_006246", "source_idx": 6246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 5025 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006246", "normalized_example_id": "ex_006246", "source_idx": 6246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4}", "budget": 6281 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006246", "normalized_example_id": "ex_006246", "source_idx": 6246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5398 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006247", "normalized_example_id": "ex_006247", "source_idx": 6247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8997, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7198 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006247", "normalized_example_id": "ex_006247", "source_idx": 6247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8997, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8997 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006247", "normalized_example_id": "ex_006247", "source_idx": 6247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8997, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{15\\sqrt{7}}{16}", "budget": 3290 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006249", "normalized_example_id": "ex_006249", "source_idx": 6249, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{15\\sqrt{7}}{16}", "budget": 4387 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006249", "normalized_example_id": "ex_006249", "source_idx": 6249, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{15\\sqrt{7}}{16}", "budget": 5484 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006249", "normalized_example_id": "ex_006249", "source_idx": 6249, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\cdot28", "budget": 2071 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006250", "normalized_example_id": "ex_006250", "source_idx": 6250, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\cdot28", "budget": 2761 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006250", "normalized_example_id": "ex_006250", "source_idx": 6250, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\cdot28", "budget": 3451 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006250", "normalized_example_id": "ex_006250", "source_idx": 6250, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3451, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9\\cdot5^{5}", "budget": 932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006251", "normalized_example_id": "ex_006251", "source_idx": 6251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9\\cdot5^{5}", "budget": 1242 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006251", "normalized_example_id": "ex_006251", "source_idx": 6251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9\\cdot5^{5}", "budget": 1553 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006251", "normalized_example_id": "ex_006251", "source_idx": 6251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 1942 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006252", "normalized_example_id": "ex_006252", "source_idx": 6252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3237, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 2590 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006252", "normalized_example_id": "ex_006252", "source_idx": 6252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3237, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 3237 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006252", "normalized_example_id": "ex_006252", "source_idx": 6252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3237, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\sqrt{a^{2}+b^{2}}", "budget": 2138 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006253", "normalized_example_id": "ex_006253", "source_idx": 6253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\sqrt{a^{2}+b^{2}}", "budget": 2850 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006253", "normalized_example_id": "ex_006253", "source_idx": 6253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\sqrt{a^{2}+b^{2}}", "budget": 3563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006253", "normalized_example_id": "ex_006253", "source_idx": 6253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "508", "budget": 1189 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006254", "normalized_example_id": "ex_006254", "source_idx": 6254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "508", "budget": 1586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006254", "normalized_example_id": "ex_006254", "source_idx": 6254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "508", "budget": 1982 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006254", "normalized_example_id": "ex_006254", "source_idx": 6254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1982, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 2036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006255", "normalized_example_id": "ex_006255", "source_idx": 6255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3394, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 2715 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006255", "normalized_example_id": "ex_006255", "source_idx": 6255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3394, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 3394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006255", "normalized_example_id": "ex_006255", "source_idx": 6255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3394, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62\\frac{2}{9},46\\frac{2}{3}", "budget": 2331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006256", "normalized_example_id": "ex_006256", "source_idx": 6256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62\\frac{2}{9},46\\frac{2}{3}", "budget": 3108 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006256", "normalized_example_id": "ex_006256", "source_idx": 6256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "62\\frac{2}{9},46\\frac{2}{3}", "budget": 3885 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006256", "normalized_example_id": "ex_006256", "source_idx": 6256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4200", "budget": 3322 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006258", "normalized_example_id": "ex_006258", "source_idx": 6258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4200", "budget": 4430 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006258", "normalized_example_id": "ex_006258", "source_idx": 6258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4200", "budget": 5537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006258", "normalized_example_id": "ex_006258", "source_idx": 6258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2281 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006264", "normalized_example_id": "ex_006264", "source_idx": 6264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3801, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3041 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006264", "normalized_example_id": "ex_006264", "source_idx": 6264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3801, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3801 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006264", "normalized_example_id": "ex_006264", "source_idx": 6264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3801, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2x^{2}-2x+1}{4}\\sin2x+\\frac{2x-1}{4}\\cos2x+C", "budget": 1897 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006266", "normalized_example_id": "ex_006266", "source_idx": 6266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3161, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2x^{2}-2x+1}{4}\\sin2x+\\frac{2x-1}{4}\\cos2x+C", "budget": 2529 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006266", "normalized_example_id": "ex_006266", "source_idx": 6266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3161, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2x^{2}-2x+1}{4}\\sin2x+\\frac{2x-1}{4}\\cos2x+C", "budget": 3161 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006266", "normalized_example_id": "ex_006266", "source_idx": 6266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3161, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 3889 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006267", "normalized_example_id": "ex_006267", "source_idx": 6267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6482, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 5186 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006267", "normalized_example_id": "ex_006267", "source_idx": 6267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6482, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 6482 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006267", "normalized_example_id": "ex_006267", "source_idx": 6267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6482, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{11}}{\\sqrt{3}+3 \\sqrt{15}}", "budget": 2617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006268", "normalized_example_id": "ex_006268", "source_idx": 6268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{11}}{\\sqrt{3}+3 \\sqrt{15}}", "budget": 3489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006268", "normalized_example_id": "ex_006268", "source_idx": 6268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{11}}{\\sqrt{3}+3 \\sqrt{15}}", "budget": 4361 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006268", "normalized_example_id": "ex_006268", "source_idx": 6268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4361, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 2275 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006271", "normalized_example_id": "ex_006271", "source_idx": 6271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3792, ...