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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": "45", "budget": 4631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001691", "normalized_example_id": "ex_001691", "source_idx": 1691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6175 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001691", "normalized_example_id": "ex_001691", "source_idx": 1691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7719 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001691", "normalized_example_id": "ex_001691", "source_idx": 1691, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5460 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001694", "normalized_example_id": "ex_001694", "source_idx": 1694, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7280 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001694", "normalized_example_id": "ex_001694", "source_idx": 1694, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9100 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001694", "normalized_example_id": "ex_001694", "source_idx": 1694, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300 \\text{ meters}", "budget": 1041 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001697", "normalized_example_id": "ex_001697", "source_idx": 1697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1735, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300 \\text{ meters}", "budget": 1388 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001697", "normalized_example_id": "ex_001697", "source_idx": 1697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1735, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "300 \\text{ meters}", "budget": 1735 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001697", "normalized_example_id": "ex_001697", "source_idx": 1697, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1735, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "22", "budget": 3559 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001698", "normalized_example_id": "ex_001698", "source_idx": 1698, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "22", "budget": 4746 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001698", "normalized_example_id": "ex_001698", "source_idx": 1698, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "22", "budget": 5932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001698", "normalized_example_id": "ex_001698", "source_idx": 1698, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "444600", "budget": 3651 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001699", "normalized_example_id": "ex_001699", "source_idx": 1699, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6085, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "444600", "budget": 4868 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001699", "normalized_example_id": "ex_001699", "source_idx": 1699, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6085, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "444600", "budget": 6085 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001699", "normalized_example_id": "ex_001699", "source_idx": 1699, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6085, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(0,0),(-4,-8)", "budget": 4386 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001701", "normalized_example_id": "ex_001701", "source_idx": 1701, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(0,0),(-4,-8)", "budget": 5848 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001701", "normalized_example_id": "ex_001701", "source_idx": 1701, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(0,0),(-4,-8)", "budget": 7310 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001701", "normalized_example_id": "ex_001701", "source_idx": 1701, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7310, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011030", "budget": 4203 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001702", "normalized_example_id": "ex_001702", "source_idx": 1702, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011030", "budget": 5604 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001702", "normalized_example_id": "ex_001702", "source_idx": 1702, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011030", "budget": 7005 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001702", "normalized_example_id": "ex_001702", "source_idx": 1702, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1488 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001703", "normalized_example_id": "ex_001703", "source_idx": 1703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1984 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001703", "normalized_example_id": "ex_001703", "source_idx": 1703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2480 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001703", "normalized_example_id": "ex_001703", "source_idx": 1703, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-\\frac{7}{2}", "budget": 1453 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001706", "normalized_example_id": "ex_001706", "source_idx": 1706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-\\frac{7}{2}", "budget": 1938 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001706", "normalized_example_id": "ex_001706", "source_idx": 1706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-\\frac{7}{2}", "budget": 2422 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001706", "normalized_example_id": "ex_001706", "source_idx": 1706, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2422, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 1528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001707", "normalized_example_id": "ex_001707", "source_idx": 1707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001707", "normalized_example_id": "ex_001707", "source_idx": 1707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001707", "normalized_example_id": "ex_001707", "source_idx": 1707, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{2}", "budget": 6077 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001709", "normalized_example_id": "ex_001709", "source_idx": 1709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10129, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{2}", "budget": 8103 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001709", "normalized_example_id": "ex_001709", "source_idx": 1709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10129, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{2}", "budget": 10129 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001709", "normalized_example_id": "ex_001709", "source_idx": 1709, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10129, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1-2^{-1/n}", "budget": 2620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001714", "normalized_example_id": "ex_001714", "source_idx": 1714, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4366, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1-2^{-1/n}", "budget": 3493 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001714", "normalized_example_id": "ex_001714", "source_idx": 1714, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4366, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1-2^{-1/n}", "budget": 4366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001714", "normalized_example_id": "ex_001714", "source_idx": 1714, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4366, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 3662 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001717", "normalized_example_id": "ex_001717", "source_idx": 1717, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 4883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001717", "normalized_example_id": "ex_001717", "source_idx": 1717, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "64", "budget": 6104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001717", "normalized_example_id": "ex_001717", "source_idx": 1717, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)}{2} + 1", "budget": 5499 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001718", "normalized_example_id": "ex_001718", "source_idx": 1718, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)}{2} + 1", "budget": 7332 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001718", "normalized_example_id": "ex_001718", "source_idx": 1718, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n(n+1)}{2} + 1", "budget": 9165 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001718", "normalized_example_id": "ex_001718", "source_idx": 1718, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4438 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001719", "normalized_example_id": "ex_001719", "source_idx": 1719, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7396, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5917 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001719", "normalized_example_id": "ex_001719", "source_idx": 1719, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7396, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7396 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001719", "normalized_example_id": "ex_001719", "source_idx": 1719, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7396, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001720", "normalized_example_id": "ex_001720", "source_idx": 1720, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1263, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1010 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001720", "normalized_example_id": "ex_001720", "source_idx": 1720, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1263, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1263 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001720", "normalized_example_id": "ex_001720", "source_idx": 1720, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1263, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2783 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001722", "normalized_example_id": "ex_001722", "source_idx": 1722, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3711 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001722", "normalized_example_id": "ex_001722", "source_idx": 1722, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4639 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001722", "normalized_example_id": "ex_001722", "source_idx": 1722, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4639, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi=\\operatorname{arctg}\\frac{3}{4}", "budget": 2089 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001723", "normalized_example_id": "ex_001723", "source_idx": 1723, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi=\\operatorname{arctg}\\frac{3}{4}", "budget": 2785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001723", "normalized_example_id": "ex_001723", "source_idx": 1723, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi=\\operatorname{arctg}\\frac{3}{4}", "budget": 3481 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001723", "normalized_example_id": "ex_001723", "source_idx": 1723, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3481, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{6}", "budget": 1404 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001725", "normalized_example_id": "ex_001725", "source_idx": 1725, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2340, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{6}", "budget": 1872 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001725", "normalized_example_id": "ex_001725", "source_idx": 1725, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2340, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{6}", "budget": 2340 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001725", "normalized_example_id": "ex_001725", "source_idx": 1725, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2340, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 2963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001726", "normalized_example_id": "ex_001726", "source_idx": 1726, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4939, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 3951 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001726", "normalized_example_id": "ex_001726", "source_idx": 1726, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4939, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 4939 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001726", "normalized_example_id": "ex_001726", "source_idx": 1726, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4939, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.04", "budget": 3284 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001732", "normalized_example_id": "ex_001732", "source_idx": 1732, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.04", "budget": 4378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001732", "normalized_example_id": "ex_001732", "source_idx": 1732, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.04", "budget": 5473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001732", "normalized_example_id": "ex_001732", "source_idx": 1732, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5473, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 1045 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001734", "normalized_example_id": "ex_001734", "source_idx": 1734, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 1394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001734", "normalized_example_id": "ex_001734", "source_idx": 1734, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{16}{5}", "budget": 1742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001734", "normalized_example_id": "ex_001734", "source_idx": 1734, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6,11,21,41", "budget": 695 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001735", "normalized_example_id": "ex_001735", "source_idx": 1735, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6,11,21,41", "budget": 926 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001735", "normalized_example_id": "ex_001735", "source_idx": 1735, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6,11,21,41", "budget": 1158 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001735", "normalized_example_id": "ex_001735", "source_idx": 1735, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19.48\\mathrm{gr}", "budget": 1880 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001736", "normalized_example_id": "ex_001736", "source_idx": 1736, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3134, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19.48\\mathrm{gr}", "budget": 2507 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001736", "normalized_example_id": "ex_001736", "source_idx": 1736, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3134, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19.48\\mathrm{gr}", "budget": 3134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001736", "normalized_example_id": "ex_001736", "source_idx": 1736, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3134, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{182}{729}", "budget": 3224 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001739", "normalized_example_id": "ex_001739", "source_idx": 1739, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5374, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{182}{729}", "budget": 4299 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001739", "normalized_example_id": "ex_001739", "source_idx": 1739, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5374, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{182}{729}", "budget": 5374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001739", "normalized_example_id": "ex_001739", "source_idx": 1739, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5374, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "178", "budget": 3235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001740", "normalized_example_id": "ex_001740", "source_idx": 1740, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "178", "budget": 4313 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001740", "normalized_example_id": "ex_001740", "source_idx": 1740, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "178", "budget": 5391 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001740", "normalized_example_id": "ex_001740", "source_idx": 1740, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5391, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 2009 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001742", "normalized_example_id": "ex_001742", "source_idx": 1742, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3348, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 2678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001742", "normalized_example_id": "ex_001742", "source_idx": 1742, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3348, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 3348 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001742", "normalized_example_id": "ex_001742", "source_idx": 1742, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3348, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32\\mathrm{~}^{2}", "budget": 1276 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001744", "normalized_example_id": "ex_001744", "source_idx": 1744, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2126, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32\\mathrm{~}^{2}", "budget": 1701 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001744", "normalized_example_id": "ex_001744", "source_idx": 1744, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2126, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32\\mathrm{~}^{2}", "budget": 2126 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001744", "normalized_example_id": "ex_001744", "source_idx": 1744, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2126, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 4271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001747", "normalized_example_id": "ex_001747", "source_idx": 1747, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 5694 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001747", "normalized_example_id": "ex_001747", "source_idx": 1747, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 7118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001747", "normalized_example_id": "ex_001747", "source_idx": 1747, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1208 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001748", "normalized_example_id": "ex_001748", "source_idx": 1748, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2013, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1610 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001748", "normalized_example_id": "ex_001748", "source_idx": 1748, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2013, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2013 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001748", "normalized_example_id": "ex_001748", "source_idx": 1748, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2013, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10,20,25,50,100", "budget": 3899 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001750", "normalized_example_id": "ex_001750", "source_idx": 1750, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10,20,25,50,100", "budget": 5198 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001750", "normalized_example_id": "ex_001750", "source_idx": 1750, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10,20,25,50,100", "budget": 6498 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001750", "normalized_example_id": "ex_001750", "source_idx": 1750, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6498, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2186", "budget": 5890 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001752", "normalized_example_id": "ex_001752", "source_idx": 1752, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2186", "budget": 7854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001752", "normalized_example_id": "ex_001752", "source_idx": 1752, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2186", "budget": 9817 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001752", "normalized_example_id": "ex_001752", "source_idx": 1752, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 1505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001755", "normalized_example_id": "ex_001755", "source_idx": 1755, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2509, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 2007 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001755", "normalized_example_id": "ex_001755", "source_idx": 1755, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2509, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 2509 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001755", "normalized_example_id": "ex_001755", "source_idx": 1755, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2509, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x)=\\frac{x^{2}+2007x-6028}{3(x-1)}", "budget": 2842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001756", "normalized_example_id": "ex_001756", "source_idx": 1756, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4737, ...