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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": "13", "budget": 4788 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004591", "normalized_example_id": "ex_004591", "source_idx": 4591, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4788, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n\\geqslant2", "budget": 1549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004593", "normalized_example_id": "ex_004593", "source_idx": 4593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n\\geqslant2", "budget": 2066 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004593", "normalized_example_id": "ex_004593", "source_idx": 4593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n\\geqslant2", "budget": 2582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004593", "normalized_example_id": "ex_004593", "source_idx": 4593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\ln3}{2}", "budget": 1043 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004594", "normalized_example_id": "ex_004594", "source_idx": 4594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1738, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\ln3}{2}", "budget": 1390 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004594", "normalized_example_id": "ex_004594", "source_idx": 4594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1738, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\ln3}{2}", "budget": 1738 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004594", "normalized_example_id": "ex_004594", "source_idx": 4594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1738, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}", "budget": 2413 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004596", "normalized_example_id": "ex_004596", "source_idx": 4596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}", "budget": 3218 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004596", "normalized_example_id": "ex_004596", "source_idx": 4596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi}", "budget": 4022 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004596", "normalized_example_id": "ex_004596", "source_idx": 4596, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4022, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "r,\\frac{4}{3}r,\\frac{5}{3}r", "budget": 4164 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004598", "normalized_example_id": "ex_004598", "source_idx": 4598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6940, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "r,\\frac{4}{3}r,\\frac{5}{3}r", "budget": 5552 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004598", "normalized_example_id": "ex_004598", "source_idx": 4598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6940, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "r,\\frac{4}{3}r,\\frac{5}{3}r", "budget": 6940 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004598", "normalized_example_id": "ex_004598", "source_idx": 4598, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6940, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "35", "budget": 1132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004601", "normalized_example_id": "ex_004601", "source_idx": 4601, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1887, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "35", "budget": 1510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004601", "normalized_example_id": "ex_004601", "source_idx": 4601, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1887, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "35", "budget": 1887 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004601", "normalized_example_id": "ex_004601", "source_idx": 4601, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1887, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{6}}", "budget": 1867 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004603", "normalized_example_id": "ex_004603", "source_idx": 4603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3112, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{6}}", "budget": 2490 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004603", "normalized_example_id": "ex_004603", "source_idx": 4603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3112, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{6}}", "budget": 3112 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004603", "normalized_example_id": "ex_004603", "source_idx": 4603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3112, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 3348 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004605", "normalized_example_id": "ex_004605", "source_idx": 4605, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 4464 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004605", "normalized_example_id": "ex_004605", "source_idx": 4605, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "67", "budget": 5580 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004605", "normalized_example_id": "ex_004605", "source_idx": 4605, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 4129 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004607", "normalized_example_id": "ex_004607", "source_idx": 4607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 5505 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004607", "normalized_example_id": "ex_004607", "source_idx": 4607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 6881 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004607", "normalized_example_id": "ex_004607", "source_idx": 4607, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "59", "budget": 1918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004608", "normalized_example_id": "ex_004608", "source_idx": 4608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "59", "budget": 2557 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004608", "normalized_example_id": "ex_004608", "source_idx": 4608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "59", "budget": 3196 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004608", "normalized_example_id": "ex_004608", "source_idx": 4608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3196, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2008}-2^{2008}", "budget": 945 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004612", "normalized_example_id": "ex_004612", "source_idx": 4612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1575, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2008}-2^{2008}", "budget": 1260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004612", "normalized_example_id": "ex_004612", "source_idx": 4612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1575, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2008}-2^{2008}", "budget": 1575 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004612", "normalized_example_id": "ex_004612", "source_idx": 4612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1575, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6075}{32}", "budget": 3389 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004613", "normalized_example_id": "ex_004613", "source_idx": 4613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5649, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6075}{32}", "budget": 4519 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004613", "normalized_example_id": "ex_004613", "source_idx": 4613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5649, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6075}{32}", "budget": 5649 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004613", "normalized_example_id": "ex_004613", "source_idx": 4613, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5649, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17^{14}", "budget": 4919 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004614", "normalized_example_id": "ex_004614", "source_idx": 4614, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8198, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17^{14}", "budget": 6558 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004614", "normalized_example_id": "ex_004614", "source_idx": 4614, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8198, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "17^{14}", "budget": 8198 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004614", "normalized_example_id": "ex_004614", "source_idx": 4614, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8198, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 790 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004615", "normalized_example_id": "ex_004615", "source_idx": 4615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 1054 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004615", "normalized_example_id": "ex_004615", "source_idx": 4615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 1317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004615", "normalized_example_id": "ex_004615", "source_idx": 4615, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 4864 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004616", "normalized_example_id": "ex_004616", "source_idx": 4616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 6486 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004616", "normalized_example_id": "ex_004616", "source_idx": 4616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 8107 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004616", "normalized_example_id": "ex_004616", "source_idx": 4616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=n", "budget": 2161 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004620", "normalized_example_id": "ex_004620", "source_idx": 4620, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3602, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=n", "budget": 2882 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004620", "normalized_example_id": "ex_004620", "source_idx": 4620, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3602, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{n}=n", "budget": 3602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004620", "normalized_example_id": "ex_004620", "source_idx": 4620, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3602, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{41\\pi\\sqrt{41}}{384}", "budget": 4862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004621", "normalized_example_id": "ex_004621", "source_idx": 4621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{41\\pi\\sqrt{41}}{384}", "budget": 6483 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004621", "normalized_example_id": "ex_004621", "source_idx": 4621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{41\\pi\\sqrt{41}}{384}", "budget": 8104 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004621", "normalized_example_id": "ex_004621", "source_idx": 4621, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8104, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "82.2", "budget": 3319 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004623", "normalized_example_id": "ex_004623", "source_idx": 4623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "82.2", "budget": 4426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004623", "normalized_example_id": "ex_004623", "source_idx": 4623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "82.2", "budget": 5532 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004623", "normalized_example_id": "ex_004623", "source_idx": 4623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5532, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 2047 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004631", "normalized_example_id": "ex_004631", "source_idx": 4631, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 2729 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004631", "normalized_example_id": "ex_004631", "source_idx": 4631, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3537", "budget": 3411 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004631", "normalized_example_id": "ex_004631", "source_idx": 4631, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 2271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004633", "normalized_example_id": "ex_004633", "source_idx": 4633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 3028 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004633", "normalized_example_id": "ex_004633", "source_idx": 4633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 3785 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004633", "normalized_example_id": "ex_004633", "source_idx": 4633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3785, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{2}", "budget": 3484 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004634", "normalized_example_id": "ex_004634", "source_idx": 4634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5807, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{2}", "budget": 4646 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004634", "normalized_example_id": "ex_004634", "source_idx": 4634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5807, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{\\pi}{2}", "budget": 5807 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004634", "normalized_example_id": "ex_004634", "source_idx": 4634, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5807, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{120}{169}", "budget": 1579 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004636", "normalized_example_id": "ex_004636", "source_idx": 4636, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2632, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{120}{169}", "budget": 2106 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004636", "normalized_example_id": "ex_004636", "source_idx": 4636, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2632, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{120}{169}", "budget": 2632 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004636", "normalized_example_id": "ex_004636", "source_idx": 4636, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2632, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}=0.5,y_{1}=-0.5;x_{2}=0,y_{2}=0;x_{3}=1,y_{3}=0;x_{4}=0.5,y_{4}=0.5", "budget": 2132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004639", "normalized_example_id": "ex_004639", "source_idx": 4639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}=0.5,y_{1}=-0.5;x_{2}=0,y_{2}=0;x_{3}=1,y_{3}=0;x_{4}=0.5,y_{4}=0.5", "budget": 2842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004639", "normalized_example_id": "ex_004639", "source_idx": 4639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}=0.5,y_{1}=-0.5;x_{2}=0,y_{2}=0;x_{3}=1,y_{3}=0;x_{4}=0.5,y_{4}=0.5", "budget": 3553 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004639", "normalized_example_id": "ex_004639", "source_idx": 4639, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3553, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cos2\\alpha}{4}", "budget": 5290 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004641", "normalized_example_id": "ex_004641", "source_idx": 4641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cos2\\alpha}{4}", "budget": 7053 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004641", "normalized_example_id": "ex_004641", "source_idx": 4641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cos2\\alpha}{4}", "budget": 8816 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004641", "normalized_example_id": "ex_004641", "source_idx": 4641, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(n, k) = (5, 2)", "budget": 5569 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004642", "normalized_example_id": "ex_004642", "source_idx": 4642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9282, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(n, k) = (5, 2)", "budget": 7426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004642", "normalized_example_id": "ex_004642", "source_idx": 4642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9282, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(n, k) = (5, 2)", "budget": 9282 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004642", "normalized_example_id": "ex_004642", "source_idx": 4642, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9282, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "507", "budget": 2170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004643", "normalized_example_id": "ex_004643", "source_idx": 4643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "507", "budget": 2893 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004643", "normalized_example_id": "ex_004643", "source_idx": 4643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "507", "budget": 3616 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004643", "normalized_example_id": "ex_004643", "source_idx": 4643, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3616, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 1932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004645", "normalized_example_id": "ex_004645", "source_idx": 4645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 2576 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004645", "normalized_example_id": "ex_004645", "source_idx": 4645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 3220 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004645", "normalized_example_id": "ex_004645", "source_idx": 4645, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2015", "budget": 4234 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004646", "normalized_example_id": "ex_004646", "source_idx": 4646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7057, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2015", "budget": 5646 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004646", "normalized_example_id": "ex_004646", "source_idx": 4646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7057, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2015", "budget": 7057 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004646", "normalized_example_id": "ex_004646", "source_idx": 4646, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7057, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 1568 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004647", "normalized_example_id": "ex_004647", "source_idx": 4647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2091 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004647", "normalized_example_id": "ex_004647", "source_idx": 4647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2614 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004647", "normalized_example_id": "ex_004647", "source_idx": 4647, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2614, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81,192,399,501,1008,2019", "budget": 2717 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004649", "normalized_example_id": "ex_004649", "source_idx": 4649, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81,192,399,501,1008,2019", "budget": 3622 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004649", "normalized_example_id": "ex_004649", "source_idx": 4649, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81,192,399,501,1008,2019", "budget": 4528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004649", "normalized_example_id": "ex_004649", "source_idx": 4649, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4528, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1303 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004653", "normalized_example_id": "ex_004653", "source_idx": 4653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1737 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004653", "normalized_example_id": "ex_004653", "source_idx": 4653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004653", "normalized_example_id": "ex_004653", "source_idx": 4653, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-40", "budget": 953 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004654", "normalized_example_id": "ex_004654", "source_idx": 4654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1589, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-40", "budget": 1271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004654", "normalized_example_id": "ex_004654", "source_idx": 4654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1589, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-40", "budget": 1589 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004654", "normalized_example_id": "ex_004654", "source_idx": 4654, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1589, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3640", "budget": 1477 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004655", "normalized_example_id": "ex_004655", "source_idx": 4655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2462, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3640", "budget": 1970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004655", "normalized_example_id": "ex_004655", "source_idx": 4655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2462, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3640", "budget": 2462 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004655", "normalized_example_id": "ex_004655", "source_idx": 4655, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2462, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\frac{1}{2}\\ln\\frac{3}{2}", "budget": 5841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004656", "normalized_example_id": "ex_004656", "source_idx": 4656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9735, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\frac{1}{2}\\ln\\frac{3}{2}", "budget": 7788 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004656", "normalized_example_id": "ex_004656", "source_idx": 4656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9735, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\frac{1}{2}\\ln\\frac{3}{2}", "budget": 9735 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_004656", "normalized_example_id": "ex_004656", "source_idx": 4656, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9735, ...