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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": "0.178", "budget": 2228 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003507", "normalized_example_id": "ex_003507", "source_idx": 3507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.178", "budget": 2785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003507", "normalized_example_id": "ex_003507", "source_idx": 3507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "298", "budget": 2065 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003508", "normalized_example_id": "ex_003508", "source_idx": 3508, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3441, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "298", "budget": 2753 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003508", "normalized_example_id": "ex_003508", "source_idx": 3508, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3441, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "298", "budget": 3441 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003508", "normalized_example_id": "ex_003508", "source_idx": 3508, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3441, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4658 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003511", "normalized_example_id": "ex_003511", "source_idx": 3511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6211 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003511", "normalized_example_id": "ex_003511", "source_idx": 3511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7764 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003511", "normalized_example_id": "ex_003511", "source_idx": 3511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a = 1", "budget": 1206 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003514", "normalized_example_id": "ex_003514", "source_idx": 3514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a = 1", "budget": 1608 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003514", "normalized_example_id": "ex_003514", "source_idx": 3514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a = 1", "budget": 2010 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003514", "normalized_example_id": "ex_003514", "source_idx": 3514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqx\\leq1,2x", "budget": 5093 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003516", "normalized_example_id": "ex_003516", "source_idx": 3516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqx\\leq1,2x", "budget": 6791 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003516", "normalized_example_id": "ex_003516", "source_idx": 3516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqx\\leq1,2x", "budget": 8489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003516", "normalized_example_id": "ex_003516", "source_idx": 3516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\arcsin\\frac{\\sqrt{6}}{3}", "budget": 4210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003520", "normalized_example_id": "ex_003520", "source_idx": 3520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\arcsin\\frac{\\sqrt{6}}{3}", "budget": 5613 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003520", "normalized_example_id": "ex_003520", "source_idx": 3520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\arcsin\\frac{\\sqrt{6}}{3}", "budget": 7016 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003520", "normalized_example_id": "ex_003520", "source_idx": 3520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7016, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1699 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003523", "normalized_example_id": "ex_003523", "source_idx": 3523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2266 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003523", "normalized_example_id": "ex_003523", "source_idx": 3523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003523", "normalized_example_id": "ex_003523", "source_idx": 3523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25", "budget": 2626 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003528", "normalized_example_id": "ex_003528", "source_idx": 3528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25", "budget": 3501 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003528", "normalized_example_id": "ex_003528", "source_idx": 3528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25", "budget": 4376 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003528", "normalized_example_id": "ex_003528", "source_idx": 3528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4376, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2D-AC", "budget": 2520 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003529", "normalized_example_id": "ex_003529", "source_idx": 3529, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4200, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2D-AC", "budget": 3360 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003529", "normalized_example_id": "ex_003529", "source_idx": 3529, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4200, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2D-AC", "budget": 4200 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003529", "normalized_example_id": "ex_003529", "source_idx": 3529, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4200, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12}{19}", "budget": 2684 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003530", "normalized_example_id": "ex_003530", "source_idx": 3530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12}{19}", "budget": 3578 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003530", "normalized_example_id": "ex_003530", "source_idx": 3530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{12}{19}", "budget": 4473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003530", "normalized_example_id": "ex_003530", "source_idx": 3530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1259 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003532", "normalized_example_id": "ex_003532", "source_idx": 3532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2099, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1679 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003532", "normalized_example_id": "ex_003532", "source_idx": 3532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2099, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2099 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003532", "normalized_example_id": "ex_003532", "source_idx": 3532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2099, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty;-1)\\cup{3}\\cup(5;+\\infty)", "budget": 3557 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003533", "normalized_example_id": "ex_003533", "source_idx": 3533, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty;-1)\\cup{3}\\cup(5;+\\infty)", "budget": 4742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003533", "normalized_example_id": "ex_003533", "source_idx": 3533, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty;-1)\\cup{3}\\cup(5;+\\infty)", "budget": 5928 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003533", "normalized_example_id": "ex_003533", "source_idx": 3533, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 4790 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003535", "normalized_example_id": "ex_003535", "source_idx": 3535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 6387 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003535", "normalized_example_id": "ex_003535", "source_idx": 3535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 7984 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003535", "normalized_example_id": "ex_003535", "source_idx": 3535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7984, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-3}+3\\cdot2^{n-2}+3", "budget": 4922 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003536", "normalized_example_id": "ex_003536", "source_idx": 3536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8203, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-3}+3\\cdot2^{n-2}+3", "budget": 6562 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003536", "normalized_example_id": "ex_003536", "source_idx": 3536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8203, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-3}+3\\cdot2^{n-2}+3", "budget": 8203 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003536", "normalized_example_id": "ex_003536", "source_idx": 3536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8203, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2144 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003537", "normalized_example_id": "ex_003537", "source_idx": 3537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3573, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2858 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003537", "normalized_example_id": "ex_003537", "source_idx": 3537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3573, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3573 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003537", "normalized_example_id": "ex_003537", "source_idx": 3537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3573, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "54", "budget": 5011 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003543", "normalized_example_id": "ex_003543", "source_idx": 3543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8352, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "54", "budget": 6682 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003543", "normalized_example_id": "ex_003543", "source_idx": 3543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8352, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "54", "budget": 8352 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003543", "normalized_example_id": "ex_003543", "source_idx": 3543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8352, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m=6, n=9", "budget": 5716 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003550", "normalized_example_id": "ex_003550", "source_idx": 3550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9526, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m=6, n=9", "budget": 7621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003550", "normalized_example_id": "ex_003550", "source_idx": 3550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9526, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "m=6, n=9", "budget": 9526 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003550", "normalized_example_id": "ex_003550", "source_idx": 3550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9526, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17328", "budget": 4670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003551", "normalized_example_id": "ex_003551", "source_idx": 3551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17328", "budget": 6226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003551", "normalized_example_id": "ex_003551", "source_idx": 3551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17328", "budget": 7783 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003551", "normalized_example_id": "ex_003551", "source_idx": 3551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\cdot 7^{n-1}", "budget": 3937 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003555", "normalized_example_id": "ex_003555", "source_idx": 3555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6562, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\cdot 7^{n-1}", "budget": 5250 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003555", "normalized_example_id": "ex_003555", "source_idx": 3555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6562, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\cdot 7^{n-1}", "budget": 6562 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003555", "normalized_example_id": "ex_003555", "source_idx": 3555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6562, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 5811 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003558", "normalized_example_id": "ex_003558", "source_idx": 3558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 7748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003558", "normalized_example_id": "ex_003558", "source_idx": 3558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 9685 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003558", "normalized_example_id": "ex_003558", "source_idx": 3558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(10,8,6)", "budget": 4331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003559", "normalized_example_id": "ex_003559", "source_idx": 3559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(10,8,6)", "budget": 5775 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003559", "normalized_example_id": "ex_003559", "source_idx": 3559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(10,8,6)", "budget": 7219 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003559", "normalized_example_id": "ex_003559", "source_idx": 3559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7219, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S\\in[-2,\\frac{9}{4}]", "budget": 2734 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003563", "normalized_example_id": "ex_003563", "source_idx": 3563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S\\in[-2,\\frac{9}{4}]", "budget": 3646 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003563", "normalized_example_id": "ex_003563", "source_idx": 3563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S\\in[-2,\\frac{9}{4}]", "budget": 4557 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003563", "normalized_example_id": "ex_003563", "source_idx": 3563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{2}", "budget": 3207 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003564", "normalized_example_id": "ex_003564", "source_idx": 3564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5345, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{2}", "budget": 4276 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003564", "normalized_example_id": "ex_003564", "source_idx": 3564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5345, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}}{2}", "budget": 5345 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003564", "normalized_example_id": "ex_003564", "source_idx": 3564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5345, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1), (2, 2), (5, 17)", "budget": 4123 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003565", "normalized_example_id": "ex_003565", "source_idx": 3565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1), (2, 2), (5, 17)", "budget": 5497 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003565", "normalized_example_id": "ex_003565", "source_idx": 3565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1), (2, 2), (5, 17)", "budget": 6871 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003565", "normalized_example_id": "ex_003565", "source_idx": 3565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6871, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{15}", "budget": 3931 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003567", "normalized_example_id": "ex_003567", "source_idx": 3567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{15}", "budget": 5242 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003567", "normalized_example_id": "ex_003567", "source_idx": 3567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{15}", "budget": 6552 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003567", "normalized_example_id": "ex_003567", "source_idx": 3567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6552, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2008,4016,-4016)", "budget": 1357 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003569", "normalized_example_id": "ex_003569", "source_idx": 3569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2262, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2008,4016,-4016)", "budget": 1810 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003569", "normalized_example_id": "ex_003569", "source_idx": 3569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2262, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2008,4016,-4016)", "budget": 2262 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003569", "normalized_example_id": "ex_003569", "source_idx": 3569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2262, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{10}{3}", "budget": 2447 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003570", "normalized_example_id": "ex_003570", "source_idx": 3570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{10}{3}", "budget": 3263 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003570", "normalized_example_id": "ex_003570", "source_idx": 3570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{10}{3}", "budget": 4079 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003570", "normalized_example_id": "ex_003570", "source_idx": 3570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4079, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\angleBAC=61,\\angleBCA=29", "budget": 3366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003571", "normalized_example_id": "ex_003571", "source_idx": 3571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5610, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\angleBAC=61,\\angleBCA=29", "budget": 4488 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003571", "normalized_example_id": "ex_003571", "source_idx": 3571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5610, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\angleBAC=61,\\angleBCA=29", "budget": 5610 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003571", "normalized_example_id": "ex_003571", "source_idx": 3571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5610, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 771 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003573", "normalized_example_id": "ex_003573", "source_idx": 3573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1028 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003573", "normalized_example_id": "ex_003573", "source_idx": 3573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1285 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003573", "normalized_example_id": "ex_003573", "source_idx": 3573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "pq", "budget": 1573 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003574", "normalized_example_id": "ex_003574", "source_idx": 3574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2622, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "pq", "budget": 2098 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003574", "normalized_example_id": "ex_003574", "source_idx": 3574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2622, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "pq", "budget": 2622 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003574", "normalized_example_id": "ex_003574", "source_idx": 3574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2622, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p^2+p", "budget": 2400 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003575", "normalized_example_id": "ex_003575", "source_idx": 3575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4000, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p^2+p", "budget": 3200 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003575", "normalized_example_id": "ex_003575", "source_idx": 3575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4000, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "p^2+p", "budget": 4000 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003575", "normalized_example_id": "ex_003575", "source_idx": 3575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4000, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1446 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003576", "normalized_example_id": "ex_003576", "source_idx": 3576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2410, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1928 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003576", "normalized_example_id": "ex_003576", "source_idx": 3576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2410, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2410 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003576", "normalized_example_id": "ex_003576", "source_idx": 3576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2410, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5123 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003580", "normalized_example_id": "ex_003580", "source_idx": 3580, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6831 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003580", "normalized_example_id": "ex_003580", "source_idx": 3580, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8539 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003580", "normalized_example_id": "ex_003580", "source_idx": 3580, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "147", "budget": 2728 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003582", "normalized_example_id": "ex_003582", "source_idx": 3582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "147", "budget": 3638 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003582", "normalized_example_id": "ex_003582", "source_idx": 3582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4547, ...