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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{R^{2}\\sqrt{2}}{4}", "budget": 6330 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003185", "normalized_example_id": "ex_003185", "source_idx": 3185, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6330, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "57", "budget": 1520 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003186", "normalized_example_id": "ex_003186", "source_idx": 3186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "57", "budget": 2027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003186", "normalized_example_id": "ex_003186", "source_idx": 3186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "57", "budget": 2534 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003186", "normalized_example_id": "ex_003186", "source_idx": 3186, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.6461", "budget": 4384 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003187", "normalized_example_id": "ex_003187", "source_idx": 3187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.6461", "budget": 5845 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003187", "normalized_example_id": "ex_003187", "source_idx": 3187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1.6461", "budget": 7306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003187", "normalized_example_id": "ex_003187", "source_idx": 3187, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7306, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\geqslant-\\frac{53}{28}", "budget": 3478 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003189", "normalized_example_id": "ex_003189", "source_idx": 3189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5796, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\geqslant-\\frac{53}{28}", "budget": 4637 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003189", "normalized_example_id": "ex_003189", "source_idx": 3189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5796, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a \\geqslant-\\frac{53}{28}", "budget": 5796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003189", "normalized_example_id": "ex_003189", "source_idx": 3189, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5796, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 949 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003190", "normalized_example_id": "ex_003190", "source_idx": 3190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 1266 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003190", "normalized_example_id": "ex_003190", "source_idx": 3190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 1582 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003190", "normalized_example_id": "ex_003190", "source_idx": 3190, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1582, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "96", "budget": 1721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003191", "normalized_example_id": "ex_003191", "source_idx": 3191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "96", "budget": 2295 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003191", "normalized_example_id": "ex_003191", "source_idx": 3191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "96", "budget": 2869 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003191", "normalized_example_id": "ex_003191", "source_idx": 3191, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "500000", "budget": 4257 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003192", "normalized_example_id": "ex_003192", "source_idx": 3192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7095, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "500000", "budget": 5676 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003192", "normalized_example_id": "ex_003192", "source_idx": 3192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7095, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "500000", "budget": 7095 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003192", "normalized_example_id": "ex_003192", "source_idx": 3192, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7095, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{86}}{86}", "budget": 3293 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003194", "normalized_example_id": "ex_003194", "source_idx": 3194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{86}}{86}", "budget": 4391 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003194", "normalized_example_id": "ex_003194", "source_idx": 3194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{\\sqrt{86}}{86}", "budget": 5489 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003194", "normalized_example_id": "ex_003194", "source_idx": 3194, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5489, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 2812 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003195", "normalized_example_id": "ex_003195", "source_idx": 3195, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 3750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003195", "normalized_example_id": "ex_003195", "source_idx": 3195, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\pi", "budget": 4687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003195", "normalized_example_id": "ex_003195", "source_idx": 3195, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4687, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "75^\\circ", "budget": 4382 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003196", "normalized_example_id": "ex_003196", "source_idx": 3196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "75^\\circ", "budget": 5842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003196", "normalized_example_id": "ex_003196", "source_idx": 3196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "75^\\circ", "budget": 7303 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003196", "normalized_example_id": "ex_003196", "source_idx": 3196, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7303, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y)\\in{(0,0),(\\frac{1}{2}(1+\\sqrt{5}),\\frac{1}{2}(1+\\sqrt{5})),(\\frac{1}{2}(1-\\sqrt{5}),\\frac{1}{2}(1-\\sqrt{5}))}", "budget": 3577 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003197", "normalized_example_id": "ex_003197", "source_idx": 3197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y)\\in{(0,0),(\\frac{1}{2}(1+\\sqrt{5}),\\frac{1}{2}(1+\\sqrt{5})),(\\frac{1}{2}(1-\\sqrt{5}),\\frac{1}{2}(1-\\sqrt{5}))}", "budget": 4770 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003197", "normalized_example_id": "ex_003197", "source_idx": 3197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(x,y)\\in{(0,0),(\\frac{1}{2}(1+\\sqrt{5}),\\frac{1}{2}(1+\\sqrt{5})),(\\frac{1}{2}(1-\\sqrt{5}),\\frac{1}{2}(1-\\sqrt{5}))}", "budget": 5962 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003197", "normalized_example_id": "ex_003197", "source_idx": 3197, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5962, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,1", "budget": 2479 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003198", "normalized_example_id": "ex_003198", "source_idx": 3198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4132, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,1", "budget": 3306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003198", "normalized_example_id": "ex_003198", "source_idx": 3198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4132, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,1", "budget": 4132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003198", "normalized_example_id": "ex_003198", "source_idx": 3198, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4132, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,4,7)", "budget": 2959 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003199", "normalized_example_id": "ex_003199", "source_idx": 3199, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,4,7)", "budget": 3945 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003199", "normalized_example_id": "ex_003199", "source_idx": 3199, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,4,7)", "budget": 4931 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003199", "normalized_example_id": "ex_003199", "source_idx": 3199, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4931, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 2124 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003201", "normalized_example_id": "ex_003201", "source_idx": 3201, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3540, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 2832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003201", "normalized_example_id": "ex_003201", "source_idx": 3201, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3540, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 3540 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003201", "normalized_example_id": "ex_003201", "source_idx": 3201, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3540, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{400}>4^{300}", "budget": 4258 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003202", "normalized_example_id": "ex_003202", "source_idx": 3202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7097, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{400}>4^{300}", "budget": 5678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003202", "normalized_example_id": "ex_003202", "source_idx": 3202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7097, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{400}>4^{300}", "budget": 7097 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003202", "normalized_example_id": "ex_003202", "source_idx": 3202, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7097, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28\\cdot1+30\\cdot4+31\\cdot7=365", "budget": 3117 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003203", "normalized_example_id": "ex_003203", "source_idx": 3203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5195, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28\\cdot1+30\\cdot4+31\\cdot7=365", "budget": 4156 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003203", "normalized_example_id": "ex_003203", "source_idx": 3203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5195, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28\\cdot1+30\\cdot4+31\\cdot7=365", "budget": 5195 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003203", "normalized_example_id": "ex_003203", "source_idx": 3203, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5195, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 1221 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003204", "normalized_example_id": "ex_003204", "source_idx": 3204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2035, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 1628 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003204", "normalized_example_id": "ex_003204", "source_idx": 3204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2035, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "26", "budget": 2035 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003204", "normalized_example_id": "ex_003204", "source_idx": 3204, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2035, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 1260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003205", "normalized_example_id": "ex_003205", "source_idx": 3205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 1680 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003205", "normalized_example_id": "ex_003205", "source_idx": 3205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 2100 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003205", "normalized_example_id": "ex_003205", "source_idx": 3205, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27100", "budget": 5896 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003206", "normalized_example_id": "ex_003206", "source_idx": 3206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27100", "budget": 7861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003206", "normalized_example_id": "ex_003206", "source_idx": 3206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27100", "budget": 9826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003206", "normalized_example_id": "ex_003206", "source_idx": 3206, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9826, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2015", "budget": 2220 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003212", "normalized_example_id": "ex_003212", "source_idx": 3212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2015", "budget": 2960 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003212", "normalized_example_id": "ex_003212", "source_idx": 3212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2015", "budget": 3700 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003212", "normalized_example_id": "ex_003212", "source_idx": 3212, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3700, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.63", "budget": 2929 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003213", "normalized_example_id": "ex_003213", "source_idx": 3213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4882, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.63", "budget": 3906 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003213", "normalized_example_id": "ex_003213", "source_idx": 3213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4882, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.63", "budget": 4882 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003213", "normalized_example_id": "ex_003213", "source_idx": 3213, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4882, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003214", "normalized_example_id": "ex_003214", "source_idx": 3214, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5121 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003214", "normalized_example_id": "ex_003214", "source_idx": 3214, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6401 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003214", "normalized_example_id": "ex_003214", "source_idx": 3214, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14,15,16", "budget": 3374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003215", "normalized_example_id": "ex_003215", "source_idx": 3215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5624, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14,15,16", "budget": 4499 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003215", "normalized_example_id": "ex_003215", "source_idx": 3215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5624, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14,15,16", "budget": 5624 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003215", "normalized_example_id": "ex_003215", "source_idx": 3215, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5624, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2002", "budget": 4154 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003216", "normalized_example_id": "ex_003216", "source_idx": 3216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6923, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2002", "budget": 5538 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003216", "normalized_example_id": "ex_003216", "source_idx": 3216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6923, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2002", "budget": 6923 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003216", "normalized_example_id": "ex_003216", "source_idx": 3216, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6923, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3a-2b", "budget": 1385 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003221", "normalized_example_id": "ex_003221", "source_idx": 3221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3a-2b", "budget": 1846 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003221", "normalized_example_id": "ex_003221", "source_idx": 3221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3a-2b", "budget": 2308 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003221", "normalized_example_id": "ex_003221", "source_idx": 3221, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2308, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1628 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003223", "normalized_example_id": "ex_003223", "source_idx": 3223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2714, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 2171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003223", "normalized_example_id": "ex_003223", "source_idx": 3223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2714, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 2714 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003223", "normalized_example_id": "ex_003223", "source_idx": 3223, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2714, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5993 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003225", "normalized_example_id": "ex_003225", "source_idx": 3225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9988, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 7990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003225", "normalized_example_id": "ex_003225", "source_idx": 3225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9988, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 9988 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003225", "normalized_example_id": "ex_003225", "source_idx": 3225, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9988, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 3458 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003226", "normalized_example_id": "ex_003226", "source_idx": 3226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 4611 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003226", "normalized_example_id": "ex_003226", "source_idx": 3226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 5764 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003226", "normalized_example_id": "ex_003226", "source_idx": 3226, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5764, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,49,28", "budget": 2199 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003231", "normalized_example_id": "ex_003231", "source_idx": 3231, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,49,28", "budget": 2932 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003231", "normalized_example_id": "ex_003231", "source_idx": 3231, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,49,28", "budget": 3665 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003231", "normalized_example_id": "ex_003231", "source_idx": 3231, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3665, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}-1", "budget": 4396 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003232", "normalized_example_id": "ex_003232", "source_idx": 3232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}-1", "budget": 5861 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003232", "normalized_example_id": "ex_003232", "source_idx": 3232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}-1", "budget": 7326 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003232", "normalized_example_id": "ex_003232", "source_idx": 3232, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7326, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3248 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003235", "normalized_example_id": "ex_003235", "source_idx": 3235, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5414, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4331 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003235", "normalized_example_id": "ex_003235", "source_idx": 3235, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5414, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003235", "normalized_example_id": "ex_003235", "source_idx": 3235, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5414, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}(\\sqrt[4]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{7}+C", "budget": 4229 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003237", "normalized_example_id": "ex_003237", "source_idx": 3237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}(\\sqrt[4]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{7}+C", "budget": 5639 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003237", "normalized_example_id": "ex_003237", "source_idx": 3237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}(\\sqrt[4]{\\frac{1+\\sqrt{x}}{\\sqrt{x}}})^{7}+C", "budget": 7049 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003237", "normalized_example_id": "ex_003237", "source_idx": 3237, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7049, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003242", "normalized_example_id": "ex_003242", "source_idx": 3242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1784, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1427 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003242", "normalized_example_id": "ex_003242", "source_idx": 3242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1784, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1784 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003242", "normalized_example_id": "ex_003242", "source_idx": 3242, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1784, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\tan \\theta", "budget": 1525 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003247", "normalized_example_id": "ex_003247", "source_idx": 3247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2542, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\tan \\theta", "budget": 2034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003247", "normalized_example_id": "ex_003247", "source_idx": 3247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2542, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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} \\tan \\theta", "budget": 2542 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003247", "normalized_example_id": "ex_003247", "source_idx": 3247, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2542, ...