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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": "1", "budget": 2141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001390", "normalized_example_id": "ex_001390", "source_idx": 1390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2676, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 2676 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001390", "normalized_example_id": "ex_001390", "source_idx": 1390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2676, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{9}{4}-\\ln16", "budget": 3047 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001395", "normalized_example_id": "ex_001395", "source_idx": 1395, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5078, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{9}{4}-\\ln16", "budget": 4062 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001395", "normalized_example_id": "ex_001395", "source_idx": 1395, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5078, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{9}{4}-\\ln16", "budget": 5078 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001395", "normalized_example_id": "ex_001395", "source_idx": 1395, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5078, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{4}", "budget": 2633 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001397", "normalized_example_id": "ex_001397", "source_idx": 1397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4388, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{4}", "budget": 3510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001397", "normalized_example_id": "ex_001397", "source_idx": 1397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4388, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\pi}{4}", "budget": 4388 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001397", "normalized_example_id": "ex_001397", "source_idx": 1397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4388, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(7+4\\sqrt{3})", "budget": 2890 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001399", "normalized_example_id": "ex_001399", "source_idx": 1399, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(7+4\\sqrt{3})", "budget": 3854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001399", "normalized_example_id": "ex_001399", "source_idx": 1399, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(7+4\\sqrt{3})", "budget": 4817 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001399", "normalized_example_id": "ex_001399", "source_idx": 1399, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4817, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001400", "normalized_example_id": "ex_001400", "source_idx": 1400, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2517, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2014 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001400", "normalized_example_id": "ex_001400", "source_idx": 1400, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2517, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2517 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001400", "normalized_example_id": "ex_001400", "source_idx": 1400, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2517, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n(n-2004)", "budget": 2702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001404", "normalized_example_id": "ex_001404", "source_idx": 1404, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4503, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n(n-2004)", "budget": 3602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001404", "normalized_example_id": "ex_001404", "source_idx": 1404, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4503, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n(n-2004)", "budget": 4503 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001404", "normalized_example_id": "ex_001404", "source_idx": 1404, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4503, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 6139 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001405", "normalized_example_id": "ex_001405", "source_idx": 1405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10232, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 8186 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001405", "normalized_example_id": "ex_001405", "source_idx": 1405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10232, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 10232 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001405", "normalized_example_id": "ex_001405", "source_idx": 1405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10232, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 1352 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001406", "normalized_example_id": "ex_001406", "source_idx": 1406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 1802 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001406", "normalized_example_id": "ex_001406", "source_idx": 1406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 2253 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001406", "normalized_example_id": "ex_001406", "source_idx": 1406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 2791 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001407", "normalized_example_id": "ex_001407", "source_idx": 1407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 3721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001407", "normalized_example_id": "ex_001407", "source_idx": 1407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 4651 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001407", "normalized_example_id": "ex_001407", "source_idx": 1407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4651, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2200 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001408", "normalized_example_id": "ex_001408", "source_idx": 1408, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2934 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001408", "normalized_example_id": "ex_001408", "source_idx": 1408, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 3667 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001408", "normalized_example_id": "ex_001408", "source_idx": 1408, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 3395 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001409", "normalized_example_id": "ex_001409", "source_idx": 1409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 4526 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001409", "normalized_example_id": "ex_001409", "source_idx": 1409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 5658 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001409", "normalized_example_id": "ex_001409", "source_idx": 1409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,-3)\\cup(\\frac{1}{6},+\\infty)", "budget": 3143 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001410", "normalized_example_id": "ex_001410", "source_idx": 1410, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5238, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,-3)\\cup(\\frac{1}{6},+\\infty)", "budget": 4190 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001410", "normalized_example_id": "ex_001410", "source_idx": 1410, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5238, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,-3)\\cup(\\frac{1}{6},+\\infty)", "budget": 5238 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001410", "normalized_example_id": "ex_001410", "source_idx": 1410, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5238, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{2}}{10}", "budget": 1067 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001411", "normalized_example_id": "ex_001411", "source_idx": 1411, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{2}}{10}", "budget": 1422 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001411", "normalized_example_id": "ex_001411", "source_idx": 1411, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\sqrt{2}}{10}", "budget": 1778 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001411", "normalized_example_id": "ex_001411", "source_idx": 1411, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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),(\\frac{1}{2},2),(2,\\frac{1}{2})", "budget": 2456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001413", "normalized_example_id": "ex_001413", "source_idx": 1413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4094, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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),(\\frac{1}{2},2),(2,\\frac{1}{2})", "budget": 3275 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001413", "normalized_example_id": "ex_001413", "source_idx": 1413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4094, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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),(\\frac{1}{2},2),(2,\\frac{1}{2})", "budget": 4094 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001413", "normalized_example_id": "ex_001413", "source_idx": 1413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4094, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "421", "budget": 1936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001414", "normalized_example_id": "ex_001414", "source_idx": 1414, "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": "421", "budget": 2582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001414", "normalized_example_id": "ex_001414", "source_idx": 1414, "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": "421", "budget": 3227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001414", "normalized_example_id": "ex_001414", "source_idx": 1414, "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": "(1, 2, 1)", "budget": 3963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001417", "normalized_example_id": "ex_001417", "source_idx": 1417, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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)", "budget": 5284 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001417", "normalized_example_id": "ex_001417", "source_idx": 1417, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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)", "budget": 6605 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001417", "normalized_example_id": "ex_001417", "source_idx": 1417, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2240 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001419", "normalized_example_id": "ex_001419", "source_idx": 1419, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2986 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001419", "normalized_example_id": "ex_001419", "source_idx": 1419, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3733 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001419", "normalized_example_id": "ex_001419", "source_idx": 1419, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 2020 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001420", "normalized_example_id": "ex_001420", "source_idx": 1420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 2694 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001420", "normalized_example_id": "ex_001420", "source_idx": 1420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 3367 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001420", "normalized_example_id": "ex_001420", "source_idx": 1420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3367, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{100}{243}", "budget": 1674 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001422", "normalized_example_id": "ex_001422", "source_idx": 1422, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2790, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{100}{243}", "budget": 2232 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001422", "normalized_example_id": "ex_001422", "source_idx": 1422, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2790, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{100}{243}", "budget": 2790 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001422", "normalized_example_id": "ex_001422", "source_idx": 1422, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2790, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6750001", "budget": 3400 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001423", "normalized_example_id": "ex_001423", "source_idx": 1423, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6750001", "budget": 4533 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001423", "normalized_example_id": "ex_001423", "source_idx": 1423, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6750001", "budget": 5666 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001423", "normalized_example_id": "ex_001423", "source_idx": 1423, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 814 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001424", "normalized_example_id": "ex_001424", "source_idx": 1424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1357, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 1086 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001424", "normalized_example_id": "ex_001424", "source_idx": 1424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1357, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 1357 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001424", "normalized_example_id": "ex_001424", "source_idx": 1424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1357, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y_{0} y=p\\left(x+x_{0}\\right)", "budget": 3046 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001426", "normalized_example_id": "ex_001426", "source_idx": 1426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5076, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y_{0} y=p\\left(x+x_{0}\\right)", "budget": 4061 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001426", "normalized_example_id": "ex_001426", "source_idx": 1426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5076, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y_{0} y=p\\left(x+x_{0}\\right)", "budget": 5076 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001426", "normalized_example_id": "ex_001426", "source_idx": 1426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5076, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 3806 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001427", "normalized_example_id": "ex_001427", "source_idx": 1427, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6344, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 5075 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001427", "normalized_example_id": "ex_001427", "source_idx": 1427, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6344, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 6344 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001427", "normalized_example_id": "ex_001427", "source_idx": 1427, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6344, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1+i}{\\sqrt{2}}", "budget": 5849 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001428", "normalized_example_id": "ex_001428", "source_idx": 1428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9748, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1+i}{\\sqrt{2}}", "budget": 7798 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001428", "normalized_example_id": "ex_001428", "source_idx": 1428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9748, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{-1+i}{\\sqrt{2}}", "budget": 9748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001428", "normalized_example_id": "ex_001428", "source_idx": 1428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9748, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{8}", "budget": 4055 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001434", "normalized_example_id": "ex_001434", "source_idx": 1434, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{8}", "budget": 5406 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001434", "normalized_example_id": "ex_001434", "source_idx": 1434, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{8}", "budget": 6758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001434", "normalized_example_id": "ex_001434", "source_idx": 1434, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6758, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = 2^n + 2(-1)^n", "budget": 5027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001439", "normalized_example_id": "ex_001439", "source_idx": 1439, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = 2^n + 2(-1)^n", "budget": 6702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001439", "normalized_example_id": "ex_001439", "source_idx": 1439, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = 2^n + 2(-1)^n", "budget": 8378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001439", "normalized_example_id": "ex_001439", "source_idx": 1439, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8378, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 1822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001440", "normalized_example_id": "ex_001440", "source_idx": 1440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 2429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001440", "normalized_example_id": "ex_001440", "source_idx": 1440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 3036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001440", "normalized_example_id": "ex_001440", "source_idx": 1440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2^{x}-1}", "budget": 1824 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001441", "normalized_example_id": "ex_001441", "source_idx": 1441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3040, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2^{x}-1}", "budget": 2432 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001441", "normalized_example_id": "ex_001441", "source_idx": 1441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3040, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2^{x}-1}", "budget": 3040 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001441", "normalized_example_id": "ex_001441", "source_idx": 1441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3040, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "419", "budget": 1157 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001442", "normalized_example_id": "ex_001442", "source_idx": 1442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "419", "budget": 1542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001442", "normalized_example_id": "ex_001442", "source_idx": 1442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "419", "budget": 1928 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001442", "normalized_example_id": "ex_001442", "source_idx": 1442, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{YES}", "budget": 4311 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001443", "normalized_example_id": "ex_001443", "source_idx": 1443, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{YES}", "budget": 5748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001443", "normalized_example_id": "ex_001443", "source_idx": 1443, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{YES}", "budget": 7185 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001443", "normalized_example_id": "ex_001443", "source_idx": 1443, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7185, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{e}", "budget": 1945 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001445", "normalized_example_id": "ex_001445", "source_idx": 1445, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{e}", "budget": 2593 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001445", "normalized_example_id": "ex_001445", "source_idx": 1445, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{e}", "budget": 3241 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001445", "normalized_example_id": "ex_001445", "source_idx": 1445, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3241, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "52or54", "budget": 3480 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001446", "normalized_example_id": "ex_001446", "source_idx": 1446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5800, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "52or54", "budget": 4640 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001446", "normalized_example_id": "ex_001446", "source_idx": 1446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5800, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "52or54", "budget": 5800 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001446", "normalized_example_id": "ex_001446", "source_idx": 1446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5800, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60", "budget": 1244 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001447", "normalized_example_id": "ex_001447", "source_idx": 1447, "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": "60", "budget": 1658 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001447", "normalized_example_id": "ex_001447", "source_idx": 1447, "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": "60", "budget": 2073 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001447", "normalized_example_id": "ex_001447", "source_idx": 1447, "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": "3\\sqrt{13}", "budget": 2897 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001448", "normalized_example_id": "ex_001448", "source_idx": 1448, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4828, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{13}", "budget": 3862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001448", "normalized_example_id": "ex_001448", "source_idx": 1448, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4828, ...