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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": "\\frac{1}{\\sqrt{8}}", "budget": 2544 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004864", "normalized_example_id": "ex_004864", "source_idx": 4864, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4240, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\sqrt{8}}", "budget": 3392 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004864", "normalized_example_id": "ex_004864", "source_idx": 4864, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4240, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\sqrt{8}}", "budget": 4240 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004864", "normalized_example_id": "ex_004864", "source_idx": 4864, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4240, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1142 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004868", "normalized_example_id": "ex_004868", "source_idx": 4868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1903, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1522 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004868", "normalized_example_id": "ex_004868", "source_idx": 4868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1903, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1903 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004868", "normalized_example_id": "ex_004868", "source_idx": 4868, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1903, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{55}{96}", "budget": 4313 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004869", "normalized_example_id": "ex_004869", "source_idx": 4869, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{55}{96}", "budget": 5750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004869", "normalized_example_id": "ex_004869", "source_idx": 4869, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{55}{96}", "budget": 7188 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004869", "normalized_example_id": "ex_004869", "source_idx": 4869, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7188, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004870", "normalized_example_id": "ex_004870", "source_idx": 4870, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3272 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004870", "normalized_example_id": "ex_004870", "source_idx": 4870, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4090 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004870", "normalized_example_id": "ex_004870", "source_idx": 4870, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4090, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 3311 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004871", "normalized_example_id": "ex_004871", "source_idx": 4871, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5518, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 4414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004871", "normalized_example_id": "ex_004871", "source_idx": 4871, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5518, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 5518 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004871", "normalized_example_id": "ex_004871", "source_idx": 4871, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5518, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[\\frac{3}{4},+\\infty)", "budget": 2179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004875", "normalized_example_id": "ex_004875", "source_idx": 4875, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[\\frac{3}{4},+\\infty)", "budget": 2905 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004875", "normalized_example_id": "ex_004875", "source_idx": 4875, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[\\frac{3}{4},+\\infty)", "budget": 3631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004875", "normalized_example_id": "ex_004875", "source_idx": 4875, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6a", "budget": 2132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004876", "normalized_example_id": "ex_004876", "source_idx": 4876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6a", "budget": 2843 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004876", "normalized_example_id": "ex_004876", "source_idx": 4876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6a", "budget": 3554 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004876", "normalized_example_id": "ex_004876", "source_idx": 4876, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3554, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "140", "budget": 1426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004877", "normalized_example_id": "ex_004877", "source_idx": 4877, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "140", "budget": 1902 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004877", "normalized_example_id": "ex_004877", "source_idx": 4877, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "140", "budget": 2377 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004877", "normalized_example_id": "ex_004877", "source_idx": 4877, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2377, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 3223 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004881", "normalized_example_id": "ex_004881", "source_idx": 4881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5371, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 4297 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004881", "normalized_example_id": "ex_004881", "source_idx": 4881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5371, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 5371 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004881", "normalized_example_id": "ex_004881", "source_idx": 4881, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5371, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 3923 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004882", "normalized_example_id": "ex_004882", "source_idx": 4882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 5231 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004882", "normalized_example_id": "ex_004882", "source_idx": 4882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 6539 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004882", "normalized_example_id": "ex_004882", "source_idx": 4882, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6539, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4k,(-\\frac{1}{4})^k)", "budget": 2327 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004883", "normalized_example_id": "ex_004883", "source_idx": 4883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4k,(-\\frac{1}{4})^k)", "budget": 3102 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004883", "normalized_example_id": "ex_004883", "source_idx": 4883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4k,(-\\frac{1}{4})^k)", "budget": 3878 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004883", "normalized_example_id": "ex_004883", "source_idx": 4883, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3878, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "840", "budget": 6043 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004884", "normalized_example_id": "ex_004884", "source_idx": 4884, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "840", "budget": 8058 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004884", "normalized_example_id": "ex_004884", "source_idx": 4884, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "840", "budget": 10072 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004884", "normalized_example_id": "ex_004884", "source_idx": 4884, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi", "budget": 1596 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004885", "normalized_example_id": "ex_004885", "source_idx": 4885, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi", "budget": 2128 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004885", "normalized_example_id": "ex_004885", "source_idx": 4885, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4\\pi", "budget": 2660 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004885", "normalized_example_id": "ex_004885", "source_idx": 4885, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2660, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "130051", "budget": 4232 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004888", "normalized_example_id": "ex_004888", "source_idx": 4888, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7053, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "130051", "budget": 5642 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004888", "normalized_example_id": "ex_004888", "source_idx": 4888, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7053, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "130051", "budget": 7053 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004888", "normalized_example_id": "ex_004888", "source_idx": 4888, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7053, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3419 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004889", "normalized_example_id": "ex_004889", "source_idx": 4889, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5699, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4559 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004889", "normalized_example_id": "ex_004889", "source_idx": 4889, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5699, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5699 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004889", "normalized_example_id": "ex_004889", "source_idx": 4889, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5699, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 4963 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004890", "normalized_example_id": "ex_004890", "source_idx": 4890, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 6617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004890", "normalized_example_id": "ex_004890", "source_idx": 4890, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 8271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004890", "normalized_example_id": "ex_004890", "source_idx": 4890, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 792 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004894", "normalized_example_id": "ex_004894", "source_idx": 4894, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 1056 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004894", "normalized_example_id": "ex_004894", "source_idx": 4894, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 1320 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004894", "normalized_example_id": "ex_004894", "source_idx": 4894, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1320, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 2261 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004895", "normalized_example_id": "ex_004895", "source_idx": 4895, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 3014 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004895", "normalized_example_id": "ex_004895", "source_idx": 4895, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "63", "budget": 3768 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004895", "normalized_example_id": "ex_004895", "source_idx": 4895, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[2,3]", "budget": 3700 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004898", "normalized_example_id": "ex_004898", "source_idx": 4898, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6166, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[2,3]", "budget": 4933 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004898", "normalized_example_id": "ex_004898", "source_idx": 4898, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6166, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "[2,3]", "budget": 6166 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004898", "normalized_example_id": "ex_004898", "source_idx": 4898, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6166, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{16}", "budget": 3990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004900", "normalized_example_id": "ex_004900", "source_idx": 4900, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{16}", "budget": 5320 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004900", "normalized_example_id": "ex_004900", "source_idx": 4900, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{16}", "budget": 6650 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004900", "normalized_example_id": "ex_004900", "source_idx": 4900, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004901", "normalized_example_id": "ex_004901", "source_idx": 4901, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004901", "normalized_example_id": "ex_004901", "source_idx": 4901, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9381 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004901", "normalized_example_id": "ex_004901", "source_idx": 4901, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-34", "budget": 3557 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004902", "normalized_example_id": "ex_004902", "source_idx": 4902, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-34", "budget": 4742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004902", "normalized_example_id": "ex_004902", "source_idx": 4902, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-34", "budget": 5928 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004902", "normalized_example_id": "ex_004902", "source_idx": 4902, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5928, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k = \\left\\lceil \\frac{n}{2} \\right\\rceil + 1", "budget": 4398 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004906", "normalized_example_id": "ex_004906", "source_idx": 4906, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7330, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k = \\left\\lceil \\frac{n}{2} \\right\\rceil + 1", "budget": 5864 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004906", "normalized_example_id": "ex_004906", "source_idx": 4906, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7330, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k = \\left\\lceil \\frac{n}{2} \\right\\rceil + 1", "budget": 7330 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004906", "normalized_example_id": "ex_004906", "source_idx": 4906, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7330, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{22}{21}", "budget": 1871 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004907", "normalized_example_id": "ex_004907", "source_idx": 4907, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{22}{21}", "budget": 2494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004907", "normalized_example_id": "ex_004907", "source_idx": 4907, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{22}{21}", "budget": 3118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004907", "normalized_example_id": "ex_004907", "source_idx": 4907, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3118, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-1}", "budget": 2675 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004908", "normalized_example_id": "ex_004908", "source_idx": 4908, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4458, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-1}", "budget": 3566 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004908", "normalized_example_id": "ex_004908", "source_idx": 4908, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4458, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n-1}", "budget": 4458 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004908", "normalized_example_id": "ex_004908", "source_idx": 4908, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4458, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011,1012,1013,1015", "budget": 5240 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004909", "normalized_example_id": "ex_004909", "source_idx": 4909, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011,1012,1013,1015", "budget": 6986 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004909", "normalized_example_id": "ex_004909", "source_idx": 4909, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1011,1012,1013,1015", "budget": 8733 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004909", "normalized_example_id": "ex_004909", "source_idx": 4909, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8733, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 3689 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004910", "normalized_example_id": "ex_004910", "source_idx": 4910, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 4919 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004910", "normalized_example_id": "ex_004910", "source_idx": 4910, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 6149 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004910", "normalized_example_id": "ex_004910", "source_idx": 4910, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6149, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 1621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004914", "normalized_example_id": "ex_004914", "source_idx": 4914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2702, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004914", "normalized_example_id": "ex_004914", "source_idx": 4914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2702, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004914", "normalized_example_id": "ex_004914", "source_idx": 4914, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2702, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7290", "budget": 2445 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004915", "normalized_example_id": "ex_004915", "source_idx": 4915, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7290", "budget": 3260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004915", "normalized_example_id": "ex_004915", "source_idx": 4915, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7290", "budget": 4075 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004915", "normalized_example_id": "ex_004915", "source_idx": 4915, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4075, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{4}", "budget": 1075 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004916", "normalized_example_id": "ex_004916", "source_idx": 4916, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{4}", "budget": 1434 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004916", "normalized_example_id": "ex_004916", "source_idx": 4916, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{4}", "budget": 1792 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004916", "normalized_example_id": "ex_004916", "source_idx": 4916, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 707 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004917", "normalized_example_id": "ex_004917", "source_idx": 4917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1179, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 943 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004917", "normalized_example_id": "ex_004917", "source_idx": 4917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1179, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004917", "normalized_example_id": "ex_004917", "source_idx": 4917, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1179, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20+6\\sqrt{7}", "budget": 2822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004918", "normalized_example_id": "ex_004918", "source_idx": 4918, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20+6\\sqrt{7}", "budget": 3763 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004918", "normalized_example_id": "ex_004918", "source_idx": 4918, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20+6\\sqrt{7}", "budget": 4704 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004918", "normalized_example_id": "ex_004918", "source_idx": 4918, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4704, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "34", "budget": 1480 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004920", "normalized_example_id": "ex_004920", "source_idx": 4920, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2467, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "34", "budget": 1974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004920", "normalized_example_id": "ex_004920", "source_idx": 4920, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2467, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "34", "budget": 2467 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004920", "normalized_example_id": "ex_004920", "source_idx": 4920, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2467, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 3373 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004921", "normalized_example_id": "ex_004921", "source_idx": 4921, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5621, ...