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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": "4002", "budget": 3681 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001632", "normalized_example_id": "ex_001632", "source_idx": 1632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3681, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "729", "budget": 3422 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001633", "normalized_example_id": "ex_001633", "source_idx": 1633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "729", "budget": 4563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001633", "normalized_example_id": "ex_001633", "source_idx": 1633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "729", "budget": 5704 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001633", "normalized_example_id": "ex_001633", "source_idx": 1633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3365 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001635", "normalized_example_id": "ex_001635", "source_idx": 1635, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4487 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001635", "normalized_example_id": "ex_001635", "source_idx": 1635, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5609 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001635", "normalized_example_id": "ex_001635", "source_idx": 1635, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{2}", "budget": 3496 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001637", "normalized_example_id": "ex_001637", "source_idx": 1637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{2}", "budget": 4661 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001637", "normalized_example_id": "ex_001637", "source_idx": 1637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{2}", "budget": 5826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001637", "normalized_example_id": "ex_001637", "source_idx": 1637, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6990500", "budget": 1936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001639", "normalized_example_id": "ex_001639", "source_idx": 1639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6990500", "budget": 2582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001639", "normalized_example_id": "ex_001639", "source_idx": 1639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6990500", "budget": 3227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001639", "normalized_example_id": "ex_001639", "source_idx": 1639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3227, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 2155 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001640", "normalized_example_id": "ex_001640", "source_idx": 1640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 2873 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001640", "normalized_example_id": "ex_001640", "source_idx": 1640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.375", "budget": 3591 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001640", "normalized_example_id": "ex_001640", "source_idx": 1640, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(e^{2\\pi}-1)", "budget": 898 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001642", "normalized_example_id": "ex_001642", "source_idx": 1642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(e^{2\\pi}-1)", "budget": 1197 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001642", "normalized_example_id": "ex_001642", "source_idx": 1642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(e^{2\\pi}-1)", "budget": 1496 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001642", "normalized_example_id": "ex_001642", "source_idx": 1642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1496, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2014", "budget": 1597 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001643", "normalized_example_id": "ex_001643", "source_idx": 1643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2661, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2014", "budget": 2129 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001643", "normalized_example_id": "ex_001643", "source_idx": 1643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2661, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2014", "budget": 2661 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001643", "normalized_example_id": "ex_001643", "source_idx": 1643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2661, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "42", "budget": 6025 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001644", "normalized_example_id": "ex_001644", "source_idx": 1644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "42", "budget": 8033 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001644", "normalized_example_id": "ex_001644", "source_idx": 1644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "42", "budget": 10041 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001644", "normalized_example_id": "ex_001644", "source_idx": 1644, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10041, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 3455 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001647", "normalized_example_id": "ex_001647", "source_idx": 1647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5759, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 4607 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001647", "normalized_example_id": "ex_001647", "source_idx": 1647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5759, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 5759 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001647", "normalized_example_id": "ex_001647", "source_idx": 1647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5759, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "70", "budget": 2044 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001651", "normalized_example_id": "ex_001651", "source_idx": 1651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3407, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "70", "budget": 2726 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001651", "normalized_example_id": "ex_001651", "source_idx": 1651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3407, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "70", "budget": 3407 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001651", "normalized_example_id": "ex_001651", "source_idx": 1651, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3407, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,1),(4,1),(0,-2),(4,-2),(0,-3),(3,-3)", "budget": 1774 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001652", "normalized_example_id": "ex_001652", "source_idx": 1652, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2957, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,1),(4,1),(0,-2),(4,-2),(0,-3),(3,-3)", "budget": 2366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001652", "normalized_example_id": "ex_001652", "source_idx": 1652, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2957, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,1),(4,1),(0,-2),(4,-2),(0,-3),(3,-3)", "budget": 2957 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001652", "normalized_example_id": "ex_001652", "source_idx": 1652, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2957, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "39", "budget": 4670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001653", "normalized_example_id": "ex_001653", "source_idx": 1653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "39", "budget": 6226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001653", "normalized_example_id": "ex_001653", "source_idx": 1653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "39", "budget": 7783 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001653", "normalized_example_id": "ex_001653", "source_idx": 1653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7783, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "208", "budget": 4219 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001654", "normalized_example_id": "ex_001654", "source_idx": 1654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7032, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "208", "budget": 5626 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001654", "normalized_example_id": "ex_001654", "source_idx": 1654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7032, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "208", "budget": 7032 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001654", "normalized_example_id": "ex_001654", "source_idx": 1654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7032, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1445 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001655", "normalized_example_id": "ex_001655", "source_idx": 1655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1926 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001655", "normalized_example_id": "ex_001655", "source_idx": 1655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2408 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001655", "normalized_example_id": "ex_001655", "source_idx": 1655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=-1,\\quadx_{2}=-8", "budget": 3332 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001657", "normalized_example_id": "ex_001657", "source_idx": 1657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=-1,\\quadx_{2}=-8", "budget": 4443 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001657", "normalized_example_id": "ex_001657", "source_idx": 1657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=-1,\\quadx_{2}=-8", "budget": 5554 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001657", "normalized_example_id": "ex_001657", "source_idx": 1657, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 1660 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001661", "normalized_example_id": "ex_001661", "source_idx": 1661, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2767, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 2214 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001661", "normalized_example_id": "ex_001661", "source_idx": 1661, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2767, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 2767 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001661", "normalized_example_id": "ex_001661", "source_idx": 1661, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2767, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2778 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001662", "normalized_example_id": "ex_001662", "source_idx": 1662, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4630, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3704 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001662", "normalized_example_id": "ex_001662", "source_idx": 1662, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4630, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4630 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001662", "normalized_example_id": "ex_001662", "source_idx": 1662, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4630, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "160", "budget": 3284 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001663", "normalized_example_id": "ex_001663", "source_idx": 1663, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "160", "budget": 4379 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001663", "normalized_example_id": "ex_001663", "source_idx": 1663, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "160", "budget": 5474 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001663", "normalized_example_id": "ex_001663", "source_idx": 1663, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-2}", "budget": 2445 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001664", "normalized_example_id": "ex_001664", "source_idx": 1664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-2}", "budget": 3260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001664", "normalized_example_id": "ex_001664", "source_idx": 1664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-2}", "budget": 4075 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001664", "normalized_example_id": "ex_001664", "source_idx": 1664, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1420", "budget": 5170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001666", "normalized_example_id": "ex_001666", "source_idx": 1666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1420", "budget": 6893 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001666", "normalized_example_id": "ex_001666", "source_idx": 1666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1420", "budget": 8616 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001666", "normalized_example_id": "ex_001666", "source_idx": 1666, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018080", "budget": 5972 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001667", "normalized_example_id": "ex_001667", "source_idx": 1667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018080", "budget": 7962 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001667", "normalized_example_id": "ex_001667", "source_idx": 1667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1018080", "budget": 9953 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001667", "normalized_example_id": "ex_001667", "source_idx": 1667, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9953, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 2495 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001671", "normalized_example_id": "ex_001671", "source_idx": 1671, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 3327 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001671", "normalized_example_id": "ex_001671", "source_idx": 1671, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 4159 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001671", "normalized_example_id": "ex_001671", "source_idx": 1671, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha = 8", "budget": 5796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001672", "normalized_example_id": "ex_001672", "source_idx": 1672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha = 8", "budget": 7728 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001672", "normalized_example_id": "ex_001672", "source_idx": 1672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha = 8", "budget": 9660 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001672", "normalized_example_id": "ex_001672", "source_idx": 1672, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "73", "budget": 2096 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001674", "normalized_example_id": "ex_001674", "source_idx": 1674, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "73", "budget": 2794 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001674", "normalized_example_id": "ex_001674", "source_idx": 1674, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "73", "budget": 3493 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001674", "normalized_example_id": "ex_001674", "source_idx": 1674, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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)(n-2)}{6}", "budget": 2003 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001676", "normalized_example_id": "ex_001676", "source_idx": 1676, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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)(n-2)}{6}", "budget": 2670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001676", "normalized_example_id": "ex_001676", "source_idx": 1676, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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)(n-2)}{6}", "budget": 3338 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001676", "normalized_example_id": "ex_001676", "source_idx": 1676, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3338, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8\\pi^{3}}{3}", "budget": 1244 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001677", "normalized_example_id": "ex_001677", "source_idx": 1677, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2073, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8\\pi^{3}}{3}", "budget": 1658 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001677", "normalized_example_id": "ex_001677", "source_idx": 1677, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2073, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8\\pi^{3}}{3}", "budget": 2073 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001677", "normalized_example_id": "ex_001677", "source_idx": 1677, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2073, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 3323 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001679", "normalized_example_id": "ex_001679", "source_idx": 1679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5538, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 4430 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001679", "normalized_example_id": "ex_001679", "source_idx": 1679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5538, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "84", "budget": 5538 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001679", "normalized_example_id": "ex_001679", "source_idx": 1679, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5538, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 1801 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001680", "normalized_example_id": "ex_001680", "source_idx": 1680, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3001, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 2401 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001680", "normalized_example_id": "ex_001680", "source_idx": 1680, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3001, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 3001 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001680", "normalized_example_id": "ex_001680", "source_idx": 1680, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3001, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "positive", "budget": 4119 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001684", "normalized_example_id": "ex_001684", "source_idx": 1684, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "positive", "budget": 5492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001684", "normalized_example_id": "ex_001684", "source_idx": 1684, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "positive", "budget": 6865 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001684", "normalized_example_id": "ex_001684", "source_idx": 1684, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 2549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001685", "normalized_example_id": "ex_001685", "source_idx": 1685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 3399 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001685", "normalized_example_id": "ex_001685", "source_idx": 1685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 4249 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001685", "normalized_example_id": "ex_001685", "source_idx": 1685, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1),(2,2,2),(2,3,3),(3,2,3)", "budget": 3230 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001686", "normalized_example_id": "ex_001686", "source_idx": 1686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1),(2,2,2),(2,3,3),(3,2,3)", "budget": 4306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001686", "normalized_example_id": "ex_001686", "source_idx": 1686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1,1),(2,2,2),(2,3,3),(3,2,3)", "budget": 5383 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001686", "normalized_example_id": "ex_001686", "source_idx": 1686, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5383, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 5924 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001687", "normalized_example_id": "ex_001687", "source_idx": 1687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9873, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 7898 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001687", "normalized_example_id": "ex_001687", "source_idx": 1687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9873, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 9873 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001687", "normalized_example_id": "ex_001687", "source_idx": 1687, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9873, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}{3}", "budget": 1861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001689", "normalized_example_id": "ex_001689", "source_idx": 1689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}{3}", "budget": 2481 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001689", "normalized_example_id": "ex_001689", "source_idx": 1689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}{3}", "budget": 3101 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001689", "normalized_example_id": "ex_001689", "source_idx": 1689, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3101, ...