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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": "6", "budget": 1566 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001810", "normalized_example_id": "ex_001810", "source_idx": 1810, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1566, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, y, z) = (3, 0, 3), (0, 1, 2), (4, 2, 5)", "budget": 3158 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001811", "normalized_example_id": "ex_001811", "source_idx": 1811, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, y, z) = (3, 0, 3), (0, 1, 2), (4, 2, 5)", "budget": 4211 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001811", "normalized_example_id": "ex_001811", "source_idx": 1811, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, y, z) = (3, 0, 3), (0, 1, 2), (4, 2, 5)", "budget": 5264 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001811", "normalized_example_id": "ex_001811", "source_idx": 1811, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5264, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=-2,\\,x_2=3-\\sqrt{2},\\,x_3=1-2\\sqrt{2}", "budget": 2702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001814", "normalized_example_id": "ex_001814", "source_idx": 1814, "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": "x_1=-2,\\,x_2=3-\\sqrt{2},\\,x_3=1-2\\sqrt{2}", "budget": 3602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001814", "normalized_example_id": "ex_001814", "source_idx": 1814, "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": "x_1=-2,\\,x_2=3-\\sqrt{2},\\,x_3=1-2\\sqrt{2}", "budget": 4503 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001814", "normalized_example_id": "ex_001814", "source_idx": 1814, "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": "7", "budget": 1162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001817", "normalized_example_id": "ex_001817", "source_idx": 1817, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1937, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1550 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001817", "normalized_example_id": "ex_001817", "source_idx": 1817, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1937, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1937 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001817", "normalized_example_id": "ex_001817", "source_idx": 1817, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1937, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 2601 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001818", "normalized_example_id": "ex_001818", "source_idx": 1818, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4335, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 3468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001818", "normalized_example_id": "ex_001818", "source_idx": 1818, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4335, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 4335 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001818", "normalized_example_id": "ex_001818", "source_idx": 1818, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4335, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "65", "budget": 1583 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001819", "normalized_example_id": "ex_001819", "source_idx": 1819, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "65", "budget": 2110 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001819", "normalized_example_id": "ex_001819", "source_idx": 1819, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "65", "budget": 2638 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001819", "normalized_example_id": "ex_001819", "source_idx": 1819, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1759 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001821", "normalized_example_id": "ex_001821", "source_idx": 1821, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2346 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001821", "normalized_example_id": "ex_001821", "source_idx": 1821, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001821", "normalized_example_id": "ex_001821", "source_idx": 1821, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2932, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 4459 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001823", "normalized_example_id": "ex_001823", "source_idx": 1823, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 5946 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001823", "normalized_example_id": "ex_001823", "source_idx": 1823, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 7432 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001823", "normalized_example_id": "ex_001823", "source_idx": 1823, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3n^{2}-3n+1", "budget": 3092 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001825", "normalized_example_id": "ex_001825", "source_idx": 1825, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5153, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3n^{2}-3n+1", "budget": 4122 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001825", "normalized_example_id": "ex_001825", "source_idx": 1825, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5153, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3n^{2}-3n+1", "budget": 5153 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001825", "normalized_example_id": "ex_001825", "source_idx": 1825, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5153, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "no", "budget": 2977 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001828", "normalized_example_id": "ex_001828", "source_idx": 1828, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4961, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "no", "budget": 3969 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001828", "normalized_example_id": "ex_001828", "source_idx": 1828, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4961, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "no", "budget": 4961 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001828", "normalized_example_id": "ex_001828", "source_idx": 1828, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4961, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3296 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001829", "normalized_example_id": "ex_001829", "source_idx": 1829, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001829", "normalized_example_id": "ex_001829", "source_idx": 1829, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5493 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001829", "normalized_example_id": "ex_001829", "source_idx": 1829, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5493, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 4915 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001830", "normalized_example_id": "ex_001830", "source_idx": 1830, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8192, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 6554 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001830", "normalized_example_id": "ex_001830", "source_idx": 1830, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8192, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 8192 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001830", "normalized_example_id": "ex_001830", "source_idx": 1830, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8192, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}", "budget": 2639 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001833", "normalized_example_id": "ex_001833", "source_idx": 1833, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}", "budget": 3518 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001833", "normalized_example_id": "ex_001833", "source_idx": 1833, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}", "budget": 4398 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001833", "normalized_example_id": "ex_001833", "source_idx": 1833, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{45}{4045},b)\\frac{2020^{2019}}{2019!}", "budget": 3698 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001838", "normalized_example_id": "ex_001838", "source_idx": 1838, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{45}{4045},b)\\frac{2020^{2019}}{2019!}", "budget": 4930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001838", "normalized_example_id": "ex_001838", "source_idx": 1838, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{45}{4045},b)\\frac{2020^{2019}}{2019!}", "budget": 6163 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001838", "normalized_example_id": "ex_001838", "source_idx": 1838, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{\\sinx}\\cdot(x\\cdot\\cosx-\\frac{\\sinx}{\\cos^2x})", "budget": 4586 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001840", "normalized_example_id": "ex_001840", "source_idx": 1840, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7643, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{\\sinx}\\cdot(x\\cdot\\cosx-\\frac{\\sinx}{\\cos^2x})", "budget": 6114 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001840", "normalized_example_id": "ex_001840", "source_idx": 1840, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7643, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{\\sinx}\\cdot(x\\cdot\\cosx-\\frac{\\sinx}{\\cos^2x})", "budget": 7643 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001840", "normalized_example_id": "ex_001840", "source_idx": 1840, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7643, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{92}", "budget": 1085 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001841", "normalized_example_id": "ex_001841", "source_idx": 1841, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1809, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{92}", "budget": 1447 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001841", "normalized_example_id": "ex_001841", "source_idx": 1841, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1809, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{92}", "budget": 1809 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001841", "normalized_example_id": "ex_001841", "source_idx": 1841, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1809, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001842", "normalized_example_id": "ex_001842", "source_idx": 1842, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 2038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001842", "normalized_example_id": "ex_001842", "source_idx": 1842, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-1", "budget": 2547 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001842", "normalized_example_id": "ex_001842", "source_idx": 1842, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2547, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{R(5-\\sqrt{5})}{10}", "budget": 2411 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001844", "normalized_example_id": "ex_001844", "source_idx": 1844, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4019, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{R(5-\\sqrt{5})}{10}", "budget": 3215 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001844", "normalized_example_id": "ex_001844", "source_idx": 1844, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4019, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{R(5-\\sqrt{5})}{10}", "budget": 4019 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001844", "normalized_example_id": "ex_001844", "source_idx": 1844, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4019, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "401", "budget": 3770 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001847", "normalized_example_id": "ex_001847", "source_idx": 1847, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6283, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "401", "budget": 5026 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001847", "normalized_example_id": "ex_001847", "source_idx": 1847, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6283, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "401", "budget": 6283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001847", "normalized_example_id": "ex_001847", "source_idx": 1847, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6283, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1:3", "budget": 2582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001849", "normalized_example_id": "ex_001849", "source_idx": 1849, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1:3", "budget": 3442 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001849", "normalized_example_id": "ex_001849", "source_idx": 1849, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1:3", "budget": 4303 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001849", "normalized_example_id": "ex_001849", "source_idx": 1849, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2}+\\frac{\\sqrt{2}}{2}", "budget": 5531 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001852", "normalized_example_id": "ex_001852", "source_idx": 1852, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9218, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2}+\\frac{\\sqrt{2}}{2}", "budget": 7374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001852", "normalized_example_id": "ex_001852", "source_idx": 1852, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9218, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2}+\\frac{\\sqrt{2}}{2}", "budget": 9218 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001852", "normalized_example_id": "ex_001852", "source_idx": 1852, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9218, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "87", "budget": 1457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001854", "normalized_example_id": "ex_001854", "source_idx": 1854, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "87", "budget": 1943 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001854", "normalized_example_id": "ex_001854", "source_idx": 1854, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "87", "budget": 2429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001854", "normalized_example_id": "ex_001854", "source_idx": 1854, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "OA=2,OB=16", "budget": 2407 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001859", "normalized_example_id": "ex_001859", "source_idx": 1859, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "OA=2,OB=16", "budget": 3210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001859", "normalized_example_id": "ex_001859", "source_idx": 1859, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "OA=2,OB=16", "budget": 4012 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001859", "normalized_example_id": "ex_001859", "source_idx": 1859, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4012, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 - 2", "budget": 2491 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001861", "normalized_example_id": "ex_001861", "source_idx": 1861, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 - 2", "budget": 3321 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001861", "normalized_example_id": "ex_001861", "source_idx": 1861, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 - 2", "budget": 4151 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001861", "normalized_example_id": "ex_001861", "source_idx": 1861, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4151, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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) = n + 2", "budget": 4700 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001863", "normalized_example_id": "ex_001863", "source_idx": 1863, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7834, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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) = n + 2", "budget": 6267 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001863", "normalized_example_id": "ex_001863", "source_idx": 1863, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7834, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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) = n + 2", "budget": 7834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001863", "normalized_example_id": "ex_001863", "source_idx": 1863, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7834, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mapsto\\frac{1}{2}-x", "budget": 1240 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001865", "normalized_example_id": "ex_001865", "source_idx": 1865, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mapsto\\frac{1}{2}-x", "budget": 1653 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001865", "normalized_example_id": "ex_001865", "source_idx": 1865, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mapsto\\frac{1}{2}-x", "budget": 2066 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001865", "normalized_example_id": "ex_001865", "source_idx": 1865, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 956 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001866", "normalized_example_id": "ex_001866", "source_idx": 1866, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1593, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 1274 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001866", "normalized_example_id": "ex_001866", "source_idx": 1866, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1593, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 1593 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001866", "normalized_example_id": "ex_001866", "source_idx": 1866, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1593, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1527 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001868", "normalized_example_id": "ex_001868", "source_idx": 1868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2545, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 2036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001868", "normalized_example_id": "ex_001868", "source_idx": 1868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2545, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 2545 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001868", "normalized_example_id": "ex_001868", "source_idx": 1868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2545, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "220", "budget": 845 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001872", "normalized_example_id": "ex_001872", "source_idx": 1872, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "220", "budget": 1126 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001872", "normalized_example_id": "ex_001872", "source_idx": 1872, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "220", "budget": 1408 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001872", "normalized_example_id": "ex_001872", "source_idx": 1872, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1408, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9072", "budget": 1992 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001876", "normalized_example_id": "ex_001876", "source_idx": 1876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9072", "budget": 2656 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001876", "normalized_example_id": "ex_001876", "source_idx": 1876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9072", "budget": 3320 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001876", "normalized_example_id": "ex_001876", "source_idx": 1876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2a}", "budget": 2899 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001880", "normalized_example_id": "ex_001880", "source_idx": 1880, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2a}", "budget": 3866 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001880", "normalized_example_id": "ex_001880", "source_idx": 1880, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{2a}", "budget": 4832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001880", "normalized_example_id": "ex_001880", "source_idx": 1880, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 939 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001881", "normalized_example_id": "ex_001881", "source_idx": 1881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1252 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001881", "normalized_example_id": "ex_001881", "source_idx": 1881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001881", "normalized_example_id": "ex_001881", "source_idx": 1881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1565, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001882", "normalized_example_id": "ex_001882", "source_idx": 1882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1424, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 1139 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001882", "normalized_example_id": "ex_001882", "source_idx": 1882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1424, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 1424 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001882", "normalized_example_id": "ex_001882", "source_idx": 1882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1424, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10}{3}", "budget": 5807 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001883", "normalized_example_id": "ex_001883", "source_idx": 1883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10}{3}", "budget": 7742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001883", "normalized_example_id": "ex_001883", "source_idx": 1883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{10}{3}", "budget": 9678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001883", "normalized_example_id": "ex_001883", "source_idx": 1883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9678, ...