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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}{6}(4n^{3}-3n^{2}+5n)", "budget": 3553 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000196", "normalized_example_id": "ex_000196", "source_idx": 196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5921, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{6}(4n^{3}-3n^{2}+5n)", "budget": 4737 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000196", "normalized_example_id": "ex_000196", "source_idx": 196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5921, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{6}(4n^{3}-3n^{2}+5n)", "budget": 5921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000196", "normalized_example_id": "ex_000196", "source_idx": 196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5921, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 3721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000198", "normalized_example_id": "ex_000198", "source_idx": 198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6202, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 4962 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000198", "normalized_example_id": "ex_000198", "source_idx": 198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6202, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "B", "budget": 6202 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000198", "normalized_example_id": "ex_000198", "source_idx": 198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6202, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10^7", "budget": 4668 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000202", "normalized_example_id": "ex_000202", "source_idx": 202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7780, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10^7", "budget": 6224 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000202", "normalized_example_id": "ex_000202", "source_idx": 202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7780, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10^7", "budget": 7780 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000202", "normalized_example_id": "ex_000202", "source_idx": 202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7780, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1370 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000203", "normalized_example_id": "ex_000203", "source_idx": 203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 1826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000203", "normalized_example_id": "ex_000203", "source_idx": 203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3", "budget": 2283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000203", "normalized_example_id": "ex_000203", "source_idx": 203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,3,7)", "budget": 5426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000205", "normalized_example_id": "ex_000205", "source_idx": 205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9044, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,3,7)", "budget": 7235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000205", "normalized_example_id": "ex_000205", "source_idx": 205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9044, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(2,3,7)", "budget": 9044 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000205", "normalized_example_id": "ex_000205", "source_idx": 205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9044, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.08", "budget": 1713 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000206", "normalized_example_id": "ex_000206", "source_idx": 206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2855, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.08", "budget": 2284 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000206", "normalized_example_id": "ex_000206", "source_idx": 206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2855, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.08", "budget": 2855 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000206", "normalized_example_id": "ex_000206", "source_idx": 206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2855, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 737 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000211", "normalized_example_id": "ex_000211", "source_idx": 211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1229, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 983 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000211", "normalized_example_id": "ex_000211", "source_idx": 211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1229, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1229 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000211", "normalized_example_id": "ex_000211", "source_idx": 211, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1229, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020or2014", "budget": 3859 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000212", "normalized_example_id": "ex_000212", "source_idx": 212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6431, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020or2014", "budget": 5145 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000212", "normalized_example_id": "ex_000212", "source_idx": 212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6431, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020or2014", "budget": 6431 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000212", "normalized_example_id": "ex_000212", "source_idx": 212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6431, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 1768 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000213", "normalized_example_id": "ex_000213", "source_idx": 213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2947, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 2358 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000213", "normalized_example_id": "ex_000213", "source_idx": 213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2947, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "44", "budget": 2947 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000213", "normalized_example_id": "ex_000213", "source_idx": 213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2947, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5300 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000215", "normalized_example_id": "ex_000215", "source_idx": 215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8834, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7067 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000215", "normalized_example_id": "ex_000215", "source_idx": 215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8834, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000215", "normalized_example_id": "ex_000215", "source_idx": 215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8834, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1201 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000216", "normalized_example_id": "ex_000216", "source_idx": 216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2001, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1601 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000216", "normalized_example_id": "ex_000216", "source_idx": 216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2001, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2001 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000216", "normalized_example_id": "ex_000216", "source_idx": 216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2001, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{26}", "budget": 2510 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000217", "normalized_example_id": "ex_000217", "source_idx": 217, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4183, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{26}", "budget": 3346 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000217", "normalized_example_id": "ex_000217", "source_idx": 217, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4183, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\sqrt{26}", "budget": 4183 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000217", "normalized_example_id": "ex_000217", "source_idx": 217, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4183, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2408 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000218", "normalized_example_id": "ex_000218", "source_idx": 218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4013, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000218", "normalized_example_id": "ex_000218", "source_idx": 218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4013, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4013 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000218", "normalized_example_id": "ex_000218", "source_idx": 218, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4013, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{3}+\\frac{\\sqrt{2}y^{2}}{3}=1", "budget": 4403 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000221", "normalized_example_id": "ex_000221", "source_idx": 221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7339, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{3}+\\frac{\\sqrt{2}y^{2}}{3}=1", "budget": 5871 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000221", "normalized_example_id": "ex_000221", "source_idx": 221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7339, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{3}+\\frac{\\sqrt{2}y^{2}}{3}=1", "budget": 7339 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000221", "normalized_example_id": "ex_000221", "source_idx": 221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7339, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19999999999999999999999", "budget": 3308 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000224", "normalized_example_id": "ex_000224", "source_idx": 224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5513, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19999999999999999999999", "budget": 4410 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000224", "normalized_example_id": "ex_000224", "source_idx": 224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5513, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19999999999999999999999", "budget": 5513 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000224", "normalized_example_id": "ex_000224", "source_idx": 224, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5513, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^{\\cot3}", "budget": 715 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000226", "normalized_example_id": "ex_000226", "source_idx": 226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1192, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^{\\cot3}", "budget": 954 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000226", "normalized_example_id": "ex_000226", "source_idx": 226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1192, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "e^{\\cot3}", "budget": 1192 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000226", "normalized_example_id": "ex_000226", "source_idx": 226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1192, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 1603 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000228", "normalized_example_id": "ex_000228", "source_idx": 228, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2671, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 2137 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000228", "normalized_example_id": "ex_000228", "source_idx": 228, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2671, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 2671 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000228", "normalized_example_id": "ex_000228", "source_idx": 228, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2671, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "137", "budget": 1477 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000231", "normalized_example_id": "ex_000231", "source_idx": 231, "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": "137", "budget": 1970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000231", "normalized_example_id": "ex_000231", "source_idx": 231, "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": "137", "budget": 2462 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000231", "normalized_example_id": "ex_000231", "source_idx": 231, "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": "34", "budget": 3091 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000232", "normalized_example_id": "ex_000232", "source_idx": 232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5151, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4121 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000232", "normalized_example_id": "ex_000232", "source_idx": 232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5151, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5151 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000232", "normalized_example_id": "ex_000232", "source_idx": 232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5151, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1, 2", "budget": 4571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000233", "normalized_example_id": "ex_000233", "source_idx": 233, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7619, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1, 2", "budget": 6095 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000233", "normalized_example_id": "ex_000233", "source_idx": 233, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7619, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1, 2", "budget": 7619 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000233", "normalized_example_id": "ex_000233", "source_idx": 233, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7619, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "125", "budget": 1273 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000237", "normalized_example_id": "ex_000237", "source_idx": 237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2121, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "125", "budget": 1697 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000237", "normalized_example_id": "ex_000237", "source_idx": 237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2121, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "125", "budget": 2121 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000237", "normalized_example_id": "ex_000237", "source_idx": 237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2121, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n+1}^{3}", "budget": 2772 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000238", "normalized_example_id": "ex_000238", "source_idx": 238, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4620, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n+1}^{3}", "budget": 3696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000238", "normalized_example_id": "ex_000238", "source_idx": 238, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4620, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n+1}^{3}", "budget": 4620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000238", "normalized_example_id": "ex_000238", "source_idx": 238, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4620, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,2)", "budget": 5573 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000239", "normalized_example_id": "ex_000239", "source_idx": 239, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9288, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,2)", "budget": 7430 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000239", "normalized_example_id": "ex_000239", "source_idx": 239, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9288, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,2)", "budget": 9288 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000239", "normalized_example_id": "ex_000239", "source_idx": 239, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9288, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 3583 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000243", "normalized_example_id": "ex_000243", "source_idx": 243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5972, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 4778 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000243", "normalized_example_id": "ex_000243", "source_idx": 243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5972, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 5972 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000243", "normalized_example_id": "ex_000243", "source_idx": 243, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5972, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 2306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000244", "normalized_example_id": "ex_000244", "source_idx": 244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3843, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 3074 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000244", "normalized_example_id": "ex_000244", "source_idx": 244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3843, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 3843 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000244", "normalized_example_id": "ex_000244", "source_idx": 244, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3843, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 1771 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000245", "normalized_example_id": "ex_000245", "source_idx": 245, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2951, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2361 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000245", "normalized_example_id": "ex_000245", "source_idx": 245, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2951, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2951 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000245", "normalized_example_id": "ex_000245", "source_idx": 245, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2951, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9\\sqrt{2}}{8}", "budget": 2511 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000246", "normalized_example_id": "ex_000246", "source_idx": 246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4185, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9\\sqrt{2}}{8}", "budget": 3348 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000246", "normalized_example_id": "ex_000246", "source_idx": 246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4185, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9\\sqrt{2}}{8}", "budget": 4185 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000246", "normalized_example_id": "ex_000246", "source_idx": 246, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4185, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "201", "budget": 1328 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000247", "normalized_example_id": "ex_000247", "source_idx": 247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2214, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "201", "budget": 1771 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000247", "normalized_example_id": "ex_000247", "source_idx": 247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2214, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "201", "budget": 2214 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000247", "normalized_example_id": "ex_000247", "source_idx": 247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2214, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(252,251),(42,35),(42,1)", "budget": 3473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000248", "normalized_example_id": "ex_000248", "source_idx": 248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5788, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(252,251),(42,35),(42,1)", "budget": 4630 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000248", "normalized_example_id": "ex_000248", "source_idx": 248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5788, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(252,251),(42,35),(42,1)", "budget": 5788 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000248", "normalized_example_id": "ex_000248", "source_idx": 248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5788, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10020", "budget": 3170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000252", "normalized_example_id": "ex_000252", "source_idx": 252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10020", "budget": 4226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000252", "normalized_example_id": "ex_000252", "source_idx": 252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10020", "budget": 5283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000252", "normalized_example_id": "ex_000252", "source_idx": 252, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 967 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000253", "normalized_example_id": "ex_000253", "source_idx": 253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1611, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 1289 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000253", "normalized_example_id": "ex_000253", "source_idx": 253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1611, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 1611 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000253", "normalized_example_id": "ex_000253", "source_idx": 253, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1611, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n^{3}+6n^{2}+11n}{6}", "budget": 1751 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000254", "normalized_example_id": "ex_000254", "source_idx": 254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n^{3}+6n^{2}+11n}{6}", "budget": 2335 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000254", "normalized_example_id": "ex_000254", "source_idx": 254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{n^{3}+6n^{2}+11n}{6}", "budget": 2919 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000254", "normalized_example_id": "ex_000254", "source_idx": 254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2919, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}<x<6", "budget": 5470 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000255", "normalized_example_id": "ex_000255", "source_idx": 255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9116, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}<x<6", "budget": 7293 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000255", "normalized_example_id": "ex_000255", "source_idx": 255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9116, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{2}<x<6", "budget": 9116 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000255", "normalized_example_id": "ex_000255", "source_idx": 255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9116, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000256", "normalized_example_id": "ex_000256", "source_idx": 256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3396, "...