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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": "p=3 \\text{ or } 7", "budget": 2179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001507", "normalized_example_id": "ex_001507", "source_idx": 1507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=3 \\text{ or } 7", "budget": 2905 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001507", "normalized_example_id": "ex_001507", "source_idx": 1507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=3 \\text{ or } 7", "budget": 3631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001507", "normalized_example_id": "ex_001507", "source_idx": 1507, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;0)\\cup(\\frac{1}{2};3)", "budget": 3414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001510", "normalized_example_id": "ex_001510", "source_idx": 1510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;0)\\cup(\\frac{1}{2};3)", "budget": 4552 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001510", "normalized_example_id": "ex_001510", "source_idx": 1510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;0)\\cup(\\frac{1}{2};3)", "budget": 5690 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001510", "normalized_example_id": "ex_001510", "source_idx": 1510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1071 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001512", "normalized_example_id": "ex_001512", "source_idx": 1512, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1428 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001512", "normalized_example_id": "ex_001512", "source_idx": 1512, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001512", "normalized_example_id": "ex_001512", "source_idx": 1512, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "306", "budget": 3590 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001514", "normalized_example_id": "ex_001514", "source_idx": 1514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "306", "budget": 4786 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001514", "normalized_example_id": "ex_001514", "source_idx": 1514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "306", "budget": 5983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001514", "normalized_example_id": "ex_001514", "source_idx": 1514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5983, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2 + \\sqrt{5}}{6}", "budget": 5436 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001516", "normalized_example_id": "ex_001516", "source_idx": 1516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9060, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2 + \\sqrt{5}}{6}", "budget": 7248 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001516", "normalized_example_id": "ex_001516", "source_idx": 1516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9060, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2 + \\sqrt{5}}{6}", "budget": 9060 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001516", "normalized_example_id": "ex_001516", "source_idx": 1516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9060, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\left(\\frac{a^{2}+1}{2 a}\\right)^{2}", "budget": 5918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001517", "normalized_example_id": "ex_001517", "source_idx": 1517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\left(\\frac{a^{2}+1}{2 a}\\right)^{2}", "budget": 7890 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001517", "normalized_example_id": "ex_001517", "source_idx": 1517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\left(\\frac{a^{2}+1}{2 a}\\right)^{2}", "budget": 9863 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001517", "normalized_example_id": "ex_001517", "source_idx": 1517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9863, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 968 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001518", "normalized_example_id": "ex_001518", "source_idx": 1518, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 1291 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001518", "normalized_example_id": "ex_001518", "source_idx": 1518, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 1614 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001518", "normalized_example_id": "ex_001518", "source_idx": 1518, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\geqslant\\frac{5+\\sqrt{61}}{2}", "budget": 2563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001521", "normalized_example_id": "ex_001521", "source_idx": 1521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4272, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\geqslant\\frac{5+\\sqrt{61}}{2}", "budget": 3418 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001521", "normalized_example_id": "ex_001521", "source_idx": 1521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4272, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\geqslant\\frac{5+\\sqrt{61}}{2}", "budget": 4272 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001521", "normalized_example_id": "ex_001521", "source_idx": 1521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4272, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2;-2", "budget": 2172 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001524", "normalized_example_id": "ex_001524", "source_idx": 1524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2;-2", "budget": 2896 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001524", "normalized_example_id": "ex_001524", "source_idx": 1524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2;-2", "budget": 3620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001524", "normalized_example_id": "ex_001524", "source_idx": 1524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3620, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 1444 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001531", "normalized_example_id": "ex_001531", "source_idx": 1531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 1925 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001531", "normalized_example_id": "ex_001531", "source_idx": 1531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 2406 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001531", "normalized_example_id": "ex_001531", "source_idx": 1531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2406, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1184 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001532", "normalized_example_id": "ex_001532", "source_idx": 1532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1579 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001532", "normalized_example_id": "ex_001532", "source_idx": 1532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001532", "normalized_example_id": "ex_001532", "source_idx": 1532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1974, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^4", "budget": 2301 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001534", "normalized_example_id": "ex_001534", "source_idx": 1534, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3835, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^4", "budget": 3068 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001534", "normalized_example_id": "ex_001534", "source_idx": 1534, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3835, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^4", "budget": 3835 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001534", "normalized_example_id": "ex_001534", "source_idx": 1534, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3835, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "576", "budget": 3195 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001537", "normalized_example_id": "ex_001537", "source_idx": 1537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5325, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "576", "budget": 4260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001537", "normalized_example_id": "ex_001537", "source_idx": 1537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5325, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "576", "budget": 5325 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001537", "normalized_example_id": "ex_001537", "source_idx": 1537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5325, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 1766 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001539", "normalized_example_id": "ex_001539", "source_idx": 1539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2944, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 2355 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001539", "normalized_example_id": "ex_001539", "source_idx": 1539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2944, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 2944 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001539", "normalized_example_id": "ex_001539", "source_idx": 1539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2944, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3", "budget": 1119 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001541", "normalized_example_id": "ex_001541", "source_idx": 1541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3", "budget": 1492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001541", "normalized_example_id": "ex_001541", "source_idx": 1541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3", "budget": 1865 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001541", "normalized_example_id": "ex_001541", "source_idx": 1541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2361 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001544", "normalized_example_id": "ex_001544", "source_idx": 1544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3935, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3148 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001544", "normalized_example_id": "ex_001544", "source_idx": 1544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3935, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3935 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001544", "normalized_example_id": "ex_001544", "source_idx": 1544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3935, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "210", "budget": 4380 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001545", "normalized_example_id": "ex_001545", "source_idx": 1545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "210", "budget": 5840 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001545", "normalized_example_id": "ex_001545", "source_idx": 1545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "210", "budget": 7300 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001545", "normalized_example_id": "ex_001545", "source_idx": 1545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,q)=(3,2)", "budget": 2642 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001548", "normalized_example_id": "ex_001548", "source_idx": 1548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4404, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,q)=(3,2)", "budget": 3523 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001548", "normalized_example_id": "ex_001548", "source_idx": 1548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4404, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,q)=(3,2)", "budget": 4404 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001548", "normalized_example_id": "ex_001548", "source_idx": 1548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4404, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2.5", "budget": 4910 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001551", "normalized_example_id": "ex_001551", "source_idx": 1551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8184, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2.5", "budget": 6547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001551", "normalized_example_id": "ex_001551", "source_idx": 1551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8184, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2.5", "budget": 8184 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001551", "normalized_example_id": "ex_001551", "source_idx": 1551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8184, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4 \\sqrt{3}}{9}", "budget": 2612 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001552", "normalized_example_id": "ex_001552", "source_idx": 1552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4353, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4 \\sqrt{3}}{9}", "budget": 3482 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001552", "normalized_example_id": "ex_001552", "source_idx": 1552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4353, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4 \\sqrt{3}}{9}", "budget": 4353 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001552", "normalized_example_id": "ex_001552", "source_idx": 1552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4353, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2484 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001553", "normalized_example_id": "ex_001553", "source_idx": 1553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4140, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 3312 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001553", "normalized_example_id": "ex_001553", "source_idx": 1553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4140, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 4140 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001553", "normalized_example_id": "ex_001553", "source_idx": 1553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4140, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n}{2n-1}", "budget": 1596 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001554", "normalized_example_id": "ex_001554", "source_idx": 1554, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n}{2n-1}", "budget": 2128 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001554", "normalized_example_id": "ex_001554", "source_idx": 1554, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n}{2n-1}", "budget": 2660 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001554", "normalized_example_id": "ex_001554", "source_idx": 1554, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\frac{1}{1-x-x^{2}}", "budget": 860 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001556", "normalized_example_id": "ex_001556", "source_idx": 1556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\frac{1}{1-x-x^{2}}", "budget": 1147 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001556", "normalized_example_id": "ex_001556", "source_idx": 1556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\frac{1}{1-x-x^{2}}", "budget": 1434 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001556", "normalized_example_id": "ex_001556", "source_idx": 1556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1434, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 773 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001557", "normalized_example_id": "ex_001557", "source_idx": 1557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1031 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001557", "normalized_example_id": "ex_001557", "source_idx": 1557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1289 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001557", "normalized_example_id": "ex_001557", "source_idx": 1557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1289, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 1772 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001558", "normalized_example_id": "ex_001558", "source_idx": 1558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 2362 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001558", "normalized_example_id": "ex_001558", "source_idx": 1558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "49", "budget": 2953 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001558", "normalized_example_id": "ex_001558", "source_idx": 1558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{Area of the convex hull of } P_1, P_2, \\ldots, P_n", "budget": 5102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001560", "normalized_example_id": "ex_001560", "source_idx": 1560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8504, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{Area of the convex hull of } P_1, P_2, \\ldots, P_n", "budget": 6803 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001560", "normalized_example_id": "ex_001560", "source_idx": 1560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8504, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{Area of the convex hull of } P_1, P_2, \\ldots, P_n", "budget": 8504 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001560", "normalized_example_id": "ex_001560", "source_idx": 1560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8504, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001561", "normalized_example_id": "ex_001561", "source_idx": 1561, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4478, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001561", "normalized_example_id": "ex_001561", "source_idx": 1561, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4478, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4478 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001561", "normalized_example_id": "ex_001561", "source_idx": 1561, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4478, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11,12,14,16,17", "budget": 3013 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001564", "normalized_example_id": "ex_001564", "source_idx": 1564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11,12,14,16,17", "budget": 4018 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001564", "normalized_example_id": "ex_001564", "source_idx": 1564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11,12,14,16,17", "budget": 5022 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001564", "normalized_example_id": "ex_001564", "source_idx": 1564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1928 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001566", "normalized_example_id": "ex_001566", "source_idx": 1566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2570 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001566", "normalized_example_id": "ex_001566", "source_idx": 1566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3213 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001566", "normalized_example_id": "ex_001566", "source_idx": 1566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "175", "budget": 1039 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001567", "normalized_example_id": "ex_001567", "source_idx": 1567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "175", "budget": 1385 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001567", "normalized_example_id": "ex_001567", "source_idx": 1567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "175", "budget": 1731 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001567", "normalized_example_id": "ex_001567", "source_idx": 1567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1731, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13", "budget": 1726 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001570", "normalized_example_id": "ex_001570", "source_idx": 1570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2876, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13", "budget": 2301 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001570", "normalized_example_id": "ex_001570", "source_idx": 1570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2876, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13", "budget": 2876 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001570", "normalized_example_id": "ex_001570", "source_idx": 1570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2876, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001571", "normalized_example_id": "ex_001571", "source_idx": 1571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4808 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001571", "normalized_example_id": "ex_001571", "source_idx": 1571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6010 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001571", "normalized_example_id": "ex_001571", "source_idx": 1571, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6010, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "802", "budget": 3979 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001574", "normalized_example_id": "ex_001574", "source_idx": 1574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "802", "budget": 5305 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001574", "normalized_example_id": "ex_001574", "source_idx": 1574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "802", "budget": 6631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001574", "normalized_example_id": "ex_001574", "source_idx": 1574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\left(1-\\frac{\\sqrt{2}}{2}\\right) a", "budget": 800 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001578", "normalized_example_id": "ex_001578", "source_idx": 1578, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1334, ...