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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": "171", "budget": 6064 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003248", "normalized_example_id": "ex_003248", "source_idx": 3248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "171", "budget": 8086 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003248", "normalized_example_id": "ex_003248", "source_idx": 3248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "171", "budget": 10107 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003248", "normalized_example_id": "ex_003248", "source_idx": 3248, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10107, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 4014 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003251", "normalized_example_id": "ex_003251", "source_idx": 3251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5352 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003251", "normalized_example_id": "ex_003251", "source_idx": 3251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 6690 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003251", "normalized_example_id": "ex_003251", "source_idx": 3251, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "890", "budget": 797 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003254", "normalized_example_id": "ex_003254", "source_idx": 3254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "890", "budget": 1063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003254", "normalized_example_id": "ex_003254", "source_idx": 3254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "890", "budget": 1329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003254", "normalized_example_id": "ex_003254", "source_idx": 3254, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 2378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003255", "normalized_example_id": "ex_003255", "source_idx": 3255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3964, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 3171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003255", "normalized_example_id": "ex_003255", "source_idx": 3255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3964, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "32", "budget": 3964 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003255", "normalized_example_id": "ex_003255", "source_idx": 3255, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3964, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "336", "budget": 3369 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003256", "normalized_example_id": "ex_003256", "source_idx": 3256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5615, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "336", "budget": 4492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003256", "normalized_example_id": "ex_003256", "source_idx": 3256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5615, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "336", "budget": 5615 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003256", "normalized_example_id": "ex_003256", "source_idx": 3256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5615, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{14}}{5}", "budget": 2163 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003257", "normalized_example_id": "ex_003257", "source_idx": 3257, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{14}}{5}", "budget": 2884 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003257", "normalized_example_id": "ex_003257", "source_idx": 3257, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3\\sqrt{14}}{5}", "budget": 3605 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003257", "normalized_example_id": "ex_003257", "source_idx": 3257, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3605, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 4394 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003258", "normalized_example_id": "ex_003258", "source_idx": 3258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7324, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 5859 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003258", "normalized_example_id": "ex_003258", "source_idx": 3258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7324, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 7324 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003258", "normalized_example_id": "ex_003258", "source_idx": 3258, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7324, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{169}{10}", "budget": 2083 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003259", "normalized_example_id": "ex_003259", "source_idx": 3259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{169}{10}", "budget": 2778 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003259", "normalized_example_id": "ex_003259", "source_idx": 3259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{169}{10}", "budget": 3472 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003259", "normalized_example_id": "ex_003259", "source_idx": 3259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3472, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-6),(-20,-4),(10,-10),(6,-30),(4,20)", "budget": 1600 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003261", "normalized_example_id": "ex_003261", "source_idx": 3261, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-6),(-20,-4),(10,-10),(6,-30),(4,20)", "budget": 2134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003261", "normalized_example_id": "ex_003261", "source_idx": 3261, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,-6),(-20,-4),(10,-10),(6,-30),(4,20)", "budget": 2667 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003261", "normalized_example_id": "ex_003261", "source_idx": 3261, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020", "budget": 2696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003263", "normalized_example_id": "ex_003263", "source_idx": 3263, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020", "budget": 3595 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003263", "normalized_example_id": "ex_003263", "source_idx": 3263, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2020", "budget": 4494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003263", "normalized_example_id": "ex_003263", "source_idx": 3263, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4494, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4x^{2}+4xy+y^{2}-10y-15=0", "budget": 2581 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003264", "normalized_example_id": "ex_003264", "source_idx": 3264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4x^{2}+4xy+y^{2}-10y-15=0", "budget": 3442 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003264", "normalized_example_id": "ex_003264", "source_idx": 3264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4x^{2}+4xy+y^{2}-10y-15=0", "budget": 4302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003264", "normalized_example_id": "ex_003264", "source_idx": 3264, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4302, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{14}{3},\\frac{21}{4},6}", "budget": 1540 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003266", "normalized_example_id": "ex_003266", "source_idx": 3266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2567, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{14}{3},\\frac{21}{4},6}", "budget": 2054 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003266", "normalized_example_id": "ex_003266", "source_idx": 3266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2567, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{14}{3},\\frac{21}{4},6}", "budget": 2567 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003266", "normalized_example_id": "ex_003266", "source_idx": 3266, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2567, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "W_{1}=\\frac{p_{0}V_{0}}{k-1}[(\\frac{V_{0}}{V_{1}})^{k-1}-1]", "budget": 3994 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003267", "normalized_example_id": "ex_003267", "source_idx": 3267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "W_{1}=\\frac{p_{0}V_{0}}{k-1}[(\\frac{V_{0}}{V_{1}})^{k-1}-1]", "budget": 5326 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003267", "normalized_example_id": "ex_003267", "source_idx": 3267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "W_{1}=\\frac{p_{0}V_{0}}{k-1}[(\\frac{V_{0}}{V_{1}})^{k-1}-1]", "budget": 6657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003267", "normalized_example_id": "ex_003267", "source_idx": 3267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{96}{7}", "budget": 1212 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003268", "normalized_example_id": "ex_003268", "source_idx": 3268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2020, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{96}{7}", "budget": 1616 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003268", "normalized_example_id": "ex_003268", "source_idx": 3268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2020, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{96}{7}", "budget": 2020 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003268", "normalized_example_id": "ex_003268", "source_idx": 3268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2020, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2872 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003270", "normalized_example_id": "ex_003270", "source_idx": 3270, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3830 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003270", "normalized_example_id": "ex_003270", "source_idx": 3270, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4787 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003270", "normalized_example_id": "ex_003270", "source_idx": 3270, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4787, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "P(x)=x(x-1)(x-2)(x-3)", "budget": 2477 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003271", "normalized_example_id": "ex_003271", "source_idx": 3271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4128, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "P(x)=x(x-1)(x-2)(x-3)", "budget": 3302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003271", "normalized_example_id": "ex_003271", "source_idx": 3271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4128, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "P(x)=x(x-1)(x-2)(x-3)", "budget": 4128 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003271", "normalized_example_id": "ex_003271", "source_idx": 3271, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4128, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\ln|x-3+\\sqrt{x^{2}-6x+3}|+C", "budget": 1991 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003273", "normalized_example_id": "ex_003273", "source_idx": 3273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3318, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\ln|x-3+\\sqrt{x^{2}-6x+3}|+C", "budget": 2654 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003273", "normalized_example_id": "ex_003273", "source_idx": 3273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3318, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\ln|x-3+\\sqrt{x^{2}-6x+3}|+C", "budget": 3318 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003273", "normalized_example_id": "ex_003273", "source_idx": 3273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3318, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2", "budget": 2041 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003275", "normalized_example_id": "ex_003275", "source_idx": 3275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2", "budget": 2721 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003275", "normalized_example_id": "ex_003275", "source_idx": 3275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,2", "budget": 3401 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003275", "normalized_example_id": "ex_003275", "source_idx": 3275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3401, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "683", "budget": 3982 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003276", "normalized_example_id": "ex_003276", "source_idx": 3276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6637, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "683", "budget": 5310 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003276", "normalized_example_id": "ex_003276", "source_idx": 3276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6637, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "683", "budget": 6637 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003276", "normalized_example_id": "ex_003276", "source_idx": 3276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6637, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 2495 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003279", "normalized_example_id": "ex_003279", "source_idx": 3279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 3327 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003279", "normalized_example_id": "ex_003279", "source_idx": 3279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{37}{60}", "budget": 4159 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003279", "normalized_example_id": "ex_003279", "source_idx": 3279, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4159, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2022", "budget": 1455 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003280", "normalized_example_id": "ex_003280", "source_idx": 3280, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2022", "budget": 1940 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003280", "normalized_example_id": "ex_003280", "source_idx": 3280, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-2022", "budget": 2425 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003280", "normalized_example_id": "ex_003280", "source_idx": 3280, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2^7 > 100", "budget": 5853 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003285", "normalized_example_id": "ex_003285", "source_idx": 3285, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9755, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2^7 > 100", "budget": 7804 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003285", "normalized_example_id": "ex_003285", "source_idx": 3285, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9755, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2^7 > 100", "budget": 9755 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003285", "normalized_example_id": "ex_003285", "source_idx": 3285, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9755, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ, 60^\\circ, 90^\\circ", "budget": 3257 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003288", "normalized_example_id": "ex_003288", "source_idx": 3288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ, 60^\\circ, 90^\\circ", "budget": 4343 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003288", "normalized_example_id": "ex_003288", "source_idx": 3288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ, 60^\\circ, 90^\\circ", "budget": 5429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003288", "normalized_example_id": "ex_003288", "source_idx": 3288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003289", "normalized_example_id": "ex_003289", "source_idx": 3289, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2836, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2269 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003289", "normalized_example_id": "ex_003289", "source_idx": 3289, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2836, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2836 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003289", "normalized_example_id": "ex_003289", "source_idx": 3289, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2836, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ", "budget": 4645 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003290", "normalized_example_id": "ex_003290", "source_idx": 3290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ", "budget": 6194 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003290", "normalized_example_id": "ex_003290", "source_idx": 3290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^\\circ", "budget": 7742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003290", "normalized_example_id": "ex_003290", "source_idx": 3290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7742, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4439 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003291", "normalized_example_id": "ex_003291", "source_idx": 3291, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003291", "normalized_example_id": "ex_003291", "source_idx": 3291, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7398 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003291", "normalized_example_id": "ex_003291", "source_idx": 3291, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7398, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 3856 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003294", "normalized_example_id": "ex_003294", "source_idx": 3294, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 5141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003294", "normalized_example_id": "ex_003294", "source_idx": 3294, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "243", "budget": 6426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003294", "normalized_example_id": "ex_003294", "source_idx": 3294, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2890 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003296", "normalized_example_id": "ex_003296", "source_idx": 3296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3853 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003296", "normalized_example_id": "ex_003296", "source_idx": 3296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4816 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003296", "normalized_example_id": "ex_003296", "source_idx": 3296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4816, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 2561 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003301", "normalized_example_id": "ex_003301", "source_idx": 3301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 3414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003301", "normalized_example_id": "ex_003301", "source_idx": 3301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "100", "budget": 4268 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003301", "normalized_example_id": "ex_003301", "source_idx": 3301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left(\\frac{-1+\\sqrt{4 a+1}}{2}\\right)^{2 n}", "budget": 5958 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003302", "normalized_example_id": "ex_003302", "source_idx": 3302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left(\\frac{-1+\\sqrt{4 a+1}}{2}\\right)^{2 n}", "budget": 7944 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003302", "normalized_example_id": "ex_003302", "source_idx": 3302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\left(\\frac{-1+\\sqrt{4 a+1}}{2}\\right)^{2 n}", "budget": 9930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003302", "normalized_example_id": "ex_003302", "source_idx": 3302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13:20", "budget": 985 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003304", "normalized_example_id": "ex_003304", "source_idx": 3304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13:20", "budget": 1313 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003304", "normalized_example_id": "ex_003304", "source_idx": 3304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13:20", "budget": 1641 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003304", "normalized_example_id": "ex_003304", "source_idx": 3304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1641, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 2480 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003306", "normalized_example_id": "ex_003306", "source_idx": 3306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4133, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 3306 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003306", "normalized_example_id": "ex_003306", "source_idx": 3306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4133, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{8}", "budget": 4133 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003306", "normalized_example_id": "ex_003306", "source_idx": 3306, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4133, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;3),(-1;2)", "budget": 4001 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003309", "normalized_example_id": "ex_003309", "source_idx": 3309, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6668, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;3),(-1;2)", "budget": 5334 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003309", "normalized_example_id": "ex_003309", "source_idx": 3309, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6668, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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;3),(-1;2)", "budget": 6668 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003309", "normalized_example_id": "ex_003309", "source_idx": 3309, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6668, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{9}{8} \\sqrt[4]{3}", "budget": 4253 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_003311", "normalized_example_id": "ex_003311", "source_idx": 3311, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7088, ...