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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": "3,5,13", "budget": 3453 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006457", "normalized_example_id": "ex_006457", "source_idx": 6457, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4316, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3,5,13", "budget": 4316 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006457", "normalized_example_id": "ex_006457", "source_idx": 6457, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4316, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "83", "budget": 2132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006460", "normalized_example_id": "ex_006460", "source_idx": 6460, "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": "83", "budget": 2842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006460", "normalized_example_id": "ex_006460", "source_idx": 6460, "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": "83", "budget": 3553 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006460", "normalized_example_id": "ex_006460", "source_idx": 6460, "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": "30", "budget": 2722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006462", "normalized_example_id": "ex_006462", "source_idx": 6462, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4536, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 3629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006462", "normalized_example_id": "ex_006462", "source_idx": 6462, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4536, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "30", "budget": 4536 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006462", "normalized_example_id": "ex_006462", "source_idx": 6462, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4536, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006463", "normalized_example_id": "ex_006463", "source_idx": 6463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6805, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5444 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006463", "normalized_example_id": "ex_006463", "source_idx": 6463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6805, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6805 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006463", "normalized_example_id": "ex_006463", "source_idx": 6463, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6805, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 3300 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006466", "normalized_example_id": "ex_006466", "source_idx": 6466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5500, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 4400 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006466", "normalized_example_id": "ex_006466", "source_idx": 6466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5500, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "29", "budget": 5500 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006466", "normalized_example_id": "ex_006466", "source_idx": 6466, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5500, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2\\pi\\sqrt{3}}{13}", "budget": 2549 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006468", "normalized_example_id": "ex_006468", "source_idx": 6468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2\\pi\\sqrt{3}}{13}", "budget": 3399 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006468", "normalized_example_id": "ex_006468", "source_idx": 6468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{2\\pi\\sqrt{3}}{13}", "budget": 4249 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006468", "normalized_example_id": "ex_006468", "source_idx": 6468, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4249, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{5}", "budget": 3065 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006470", "normalized_example_id": "ex_006470", "source_idx": 6470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5108, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{5}", "budget": 4086 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006470", "normalized_example_id": "ex_006470", "source_idx": 6470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5108, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{8}{5}", "budget": 5108 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006470", "normalized_example_id": "ex_006470", "source_idx": 6470, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5108, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006471", "normalized_example_id": "ex_006471", "source_idx": 6471, "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": "12", "budget": 4962 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006471", "normalized_example_id": "ex_006471", "source_idx": 6471, "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": "12", "budget": 6202 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006471", "normalized_example_id": "ex_006471", "source_idx": 6471, "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": "9901", "budget": 5763 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006473", "normalized_example_id": "ex_006473", "source_idx": 6473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9901", "budget": 7684 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006473", "normalized_example_id": "ex_006473", "source_idx": 6473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9901", "budget": 9605 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006473", "normalized_example_id": "ex_006473", "source_idx": 6473, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 1952 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006477", "normalized_example_id": "ex_006477", "source_idx": 6477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 2602 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006477", "normalized_example_id": "ex_006477", "source_idx": 6477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 3253 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006477", "normalized_example_id": "ex_006477", "source_idx": 6477, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3253, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "{(9;8;4),(-3;-2;2),(9;4;8),(-3;2;-2)}", "budget": 1060 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006478", "normalized_example_id": "ex_006478", "source_idx": 6478, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "{(9;8;4),(-3;-2;2),(9;4;8),(-3;2;-2)}", "budget": 1413 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006478", "normalized_example_id": "ex_006478", "source_idx": 6478, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "{(9;8;4),(-3;-2;2),(9;4;8),(-3;2;-2)}", "budget": 1766 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006478", "normalized_example_id": "ex_006478", "source_idx": 6478, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1766, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 1384 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006480", "normalized_example_id": "ex_006480", "source_idx": 6480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 1845 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006480", "normalized_example_id": "ex_006480", "source_idx": 6480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006480", "normalized_example_id": "ex_006480", "source_idx": 6480, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{-x}(3x^{2}+x-1)", "budget": 1595 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006481", "normalized_example_id": "ex_006481", "source_idx": 6481, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{-x}(3x^{2}+x-1)", "budget": 2126 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006481", "normalized_example_id": "ex_006481", "source_idx": 6481, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{-x}(3x^{2}+x-1)", "budget": 2658 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006481", "normalized_example_id": "ex_006481", "source_idx": 6481, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2658, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "324", "budget": 2312 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006486", "normalized_example_id": "ex_006486", "source_idx": 6486, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "324", "budget": 3083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006486", "normalized_example_id": "ex_006486", "source_idx": 6486, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "324", "budget": 3854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006486", "normalized_example_id": "ex_006486", "source_idx": 6486, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3854, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,17),(17,3)", "budget": 1568 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006487", "normalized_example_id": "ex_006487", "source_idx": 6487, "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": "(3,17),(17,3)", "budget": 2091 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006487", "normalized_example_id": "ex_006487", "source_idx": 6487, "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": "(3,17),(17,3)", "budget": 2614 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006487", "normalized_example_id": "ex_006487", "source_idx": 6487, "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": "43", "budget": 5764 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006488", "normalized_example_id": "ex_006488", "source_idx": 6488, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7685 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006488", "normalized_example_id": "ex_006488", "source_idx": 6488, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006488", "normalized_example_id": "ex_006488", "source_idx": 6488, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9606, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3x+2\\ln|x|+\\frac{1}{2}\\ln|x-1|-\\frac{5}{2}\\ln|x+1|+C", "budget": 1298 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006490", "normalized_example_id": "ex_006490", "source_idx": 6490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3x+2\\ln|x|+\\frac{1}{2}\\ln|x-1|-\\frac{5}{2}\\ln|x+1|+C", "budget": 1730 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006490", "normalized_example_id": "ex_006490", "source_idx": 6490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3x+2\\ln|x|+\\frac{1}{2}\\ln|x-1|-\\frac{5}{2}\\ln|x+1|+C", "budget": 2163 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006490", "normalized_example_id": "ex_006490", "source_idx": 6490, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2163, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.088", "budget": 4936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006493", "normalized_example_id": "ex_006493", "source_idx": 6493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.088", "budget": 6581 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006493", "normalized_example_id": "ex_006493", "source_idx": 6493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.088", "budget": 8226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006493", "normalized_example_id": "ex_006493", "source_idx": 6493, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1061 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006494", "normalized_example_id": "ex_006494", "source_idx": 6494, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006494", "normalized_example_id": "ex_006494", "source_idx": 6494, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1768 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006494", "normalized_example_id": "ex_006494", "source_idx": 6494, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1768, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2992 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006495", "normalized_example_id": "ex_006495", "source_idx": 6495, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4987, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006495", "normalized_example_id": "ex_006495", "source_idx": 6495, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4987, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4987 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006495", "normalized_example_id": "ex_006495", "source_idx": 6495, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4987, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006498", "normalized_example_id": "ex_006498", "source_idx": 6498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3664 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006498", "normalized_example_id": "ex_006498", "source_idx": 6498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4580 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006498", "normalized_example_id": "ex_006498", "source_idx": 6498, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4580, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "172800", "budget": 3259 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006499", "normalized_example_id": "ex_006499", "source_idx": 6499, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "172800", "budget": 4346 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006499", "normalized_example_id": "ex_006499", "source_idx": 6499, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "172800", "budget": 5432 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006499", "normalized_example_id": "ex_006499", "source_idx": 6499, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5432, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(3,3)", "budget": 2185 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006500", "normalized_example_id": "ex_006500", "source_idx": 6500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(3,3)", "budget": 2914 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006500", "normalized_example_id": "ex_006500", "source_idx": 6500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(3,3)", "budget": 3642 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006500", "normalized_example_id": "ex_006500", "source_idx": 6500, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3642, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "109", "budget": 2211 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006502", "normalized_example_id": "ex_006502", "source_idx": 6502, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "109", "budget": 2948 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006502", "normalized_example_id": "ex_006502", "source_idx": 6502, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "109", "budget": 3685 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006502", "normalized_example_id": "ex_006502", "source_idx": 6502, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3685, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2067", "budget": 5615 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006503", "normalized_example_id": "ex_006503", "source_idx": 6503, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9358, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2067", "budget": 7486 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006503", "normalized_example_id": "ex_006503", "source_idx": 6503, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9358, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2067", "budget": 9358 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006503", "normalized_example_id": "ex_006503", "source_idx": 6503, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9358, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18", "budget": 3170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006506", "normalized_example_id": "ex_006506", "source_idx": 6506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5284, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18", "budget": 4227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006506", "normalized_example_id": "ex_006506", "source_idx": 6506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5284, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18", "budget": 5284 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006506", "normalized_example_id": "ex_006506", "source_idx": 6506, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5284, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\geqslant\\frac{3}{8}", "budget": 3473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006509", "normalized_example_id": "ex_006509", "source_idx": 6509, "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": "x\\geqslant\\frac{3}{8}", "budget": 4630 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006509", "normalized_example_id": "ex_006509", "source_idx": 6509, "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": "x\\geqslant\\frac{3}{8}", "budget": 5788 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006509", "normalized_example_id": "ex_006509", "source_idx": 6509, "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": "n=4", "budget": 1657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006510", "normalized_example_id": "ex_006510", "source_idx": 6510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2762, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=4", "budget": 2210 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006510", "normalized_example_id": "ex_006510", "source_idx": 6510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2762, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=4", "budget": 2762 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006510", "normalized_example_id": "ex_006510", "source_idx": 6510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2762, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21:10", "budget": 1796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006515", "normalized_example_id": "ex_006515", "source_idx": 6515, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2993, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21:10", "budget": 2394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006515", "normalized_example_id": "ex_006515", "source_idx": 6515, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2993, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21:10", "budget": 2993 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006515", "normalized_example_id": "ex_006515", "source_idx": 6515, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2993, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 2231 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006516", "normalized_example_id": "ex_006516", "source_idx": 6516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 2975 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006516", "normalized_example_id": "ex_006516", "source_idx": 6516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "21", "budget": 3719 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006516", "normalized_example_id": "ex_006516", "source_idx": 6516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3719, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 3338 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006517", "normalized_example_id": "ex_006517", "source_idx": 6517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 4450 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006517", "normalized_example_id": "ex_006517", "source_idx": 6517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 5563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006517", "normalized_example_id": "ex_006517", "source_idx": 6517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5563, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.625", "budget": 2179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006524", "normalized_example_id": "ex_006524", "source_idx": 6524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.625", "budget": 2905 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006524", "normalized_example_id": "ex_006524", "source_idx": 6524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.625", "budget": 3631 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006524", "normalized_example_id": "ex_006524", "source_idx": 6524, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3631, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=8", "budget": 5678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006528", "normalized_example_id": "ex_006528", "source_idx": 6528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9464, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=8", "budget": 7571 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006528", "normalized_example_id": "ex_006528", "source_idx": 6528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9464, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=8", "budget": 9464 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006528", "normalized_example_id": "ex_006528", "source_idx": 6528, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9464, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y^{(n)}=\\frac{(-1)^{n-1}\\cdotn!\\cdot2^{n-1}}{(2x+3)^{n+1}}", "budget": 5171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006531", "normalized_example_id": "ex_006531", "source_idx": 6531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8619, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y^{(n)}=\\frac{(-1)^{n-1}\\cdotn!\\cdot2^{n-1}}{(2x+3)^{n+1}}", "budget": 6895 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006531", "normalized_example_id": "ex_006531", "source_idx": 6531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8619, ...