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[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13", "budget": 2717 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000256", "normalized_example_id": "ex_000256", "source_idx": 256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3396, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "13", "budget": 3396 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000256", "normalized_example_id": "ex_000256", "source_idx": 256, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3396, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "155", "budget": 3641 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000259", "normalized_example_id": "ex_000259", "source_idx": 259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6068, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "155", "budget": 4854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000259", "normalized_example_id": "ex_000259", "source_idx": 259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6068, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "155", "budget": 6068 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000259", "normalized_example_id": "ex_000259", "source_idx": 259, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6068, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2507 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000260", "normalized_example_id": "ex_000260", "source_idx": 260, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3342 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000260", "normalized_example_id": "ex_000260", "source_idx": 260, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000260", "normalized_example_id": "ex_000260", "source_idx": 260, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=\\frac{a-b}{2}, x_{2}=\\frac{a-4b}{5}", "budget": 2182 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000265", "normalized_example_id": "ex_000265", "source_idx": 265, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=\\frac{a-b}{2}, x_{2}=\\frac{a-4b}{5}", "budget": 2909 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000265", "normalized_example_id": "ex_000265", "source_idx": 265, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "x_{1}=\\frac{a-b}{2}, x_{2}=\\frac{a-4b}{5}", "budget": 3636 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000265", "normalized_example_id": "ex_000265", "source_idx": 265, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}}{2}", "budget": 3707 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000267", "normalized_example_id": "ex_000267", "source_idx": 267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}}{2}", "budget": 4942 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000267", "normalized_example_id": "ex_000267", "source_idx": 267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{5}}{2}", "budget": 6178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000267", "normalized_example_id": "ex_000267", "source_idx": 267, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6178, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = 0 \\text{ or } f(x) = \\frac{1}{2}", "budget": 3620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000268", "normalized_example_id": "ex_000268", "source_idx": 268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6033, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = 0 \\text{ or } f(x) = \\frac{1}{2}", "budget": 4826 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000268", "normalized_example_id": "ex_000268", "source_idx": 268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6033, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = 0 \\text{ or } f(x) = \\frac{1}{2}", "budget": 6033 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000268", "normalized_example_id": "ex_000268", "source_idx": 268, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6033, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}+1", "budget": 4307 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000269", "normalized_example_id": "ex_000269", "source_idx": 269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7179, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}+1", "budget": 5743 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000269", "normalized_example_id": "ex_000269", "source_idx": 269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7179, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}+1", "budget": 7179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000269", "normalized_example_id": "ex_000269", "source_idx": 269, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7179, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 3098 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000272", "normalized_example_id": "ex_000272", "source_idx": 272, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5164, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 4131 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000272", "normalized_example_id": "ex_000272", "source_idx": 272, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5164, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 5164 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000272", "normalized_example_id": "ex_000272", "source_idx": 272, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5164, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 3080 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000273", "normalized_example_id": "ex_000273", "source_idx": 273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5134, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 4107 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000273", "normalized_example_id": "ex_000273", "source_idx": 273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5134, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 5134 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000273", "normalized_example_id": "ex_000273", "source_idx": 273, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5134, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{12}", "budget": 5030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000274", "normalized_example_id": "ex_000274", "source_idx": 274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{12}", "budget": 6706 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000274", "normalized_example_id": "ex_000274", "source_idx": 274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{12}", "budget": 8383 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000274", "normalized_example_id": "ex_000274", "source_idx": 274, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8383, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "206", "budget": 803 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000275", "normalized_example_id": "ex_000275", "source_idx": 275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1338, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "206", "budget": 1070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000275", "normalized_example_id": "ex_000275", "source_idx": 275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1338, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "206", "budget": 1338 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000275", "normalized_example_id": "ex_000275", "source_idx": 275, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1338, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 3718 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000276", "normalized_example_id": "ex_000276", "source_idx": 276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6196, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 4957 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000276", "normalized_example_id": "ex_000276", "source_idx": 276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6196, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4:3", "budget": 6196 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000276", "normalized_example_id": "ex_000276", "source_idx": 276, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6196, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(5,4)", "budget": 2380 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000278", "normalized_example_id": "ex_000278", "source_idx": 278, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3966, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(5,4)", "budget": 3173 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000278", "normalized_example_id": "ex_000278", "source_idx": 278, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3966, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(5,4)", "budget": 3966 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000278", "normalized_example_id": "ex_000278", "source_idx": 278, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3966, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000281", "normalized_example_id": "ex_000281", "source_idx": 281, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8836, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7069 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000281", "normalized_example_id": "ex_000281", "source_idx": 281, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8836, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8836 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000281", "normalized_example_id": "ex_000281", "source_idx": 281, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8836, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "169.5\\,", "budget": 2893 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000283", "normalized_example_id": "ex_000283", "source_idx": 283, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4821, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "169.5\\,", "budget": 3857 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000283", "normalized_example_id": "ex_000283", "source_idx": 283, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4821, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "169.5\\,", "budget": 4821 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000283", "normalized_example_id": "ex_000283", "source_idx": 283, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4821, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5512 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000284", "normalized_example_id": "ex_000284", "source_idx": 284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9186, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7349 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000284", "normalized_example_id": "ex_000284", "source_idx": 284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9186, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9186 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000284", "normalized_example_id": "ex_000284", "source_idx": 284, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9186, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}\\sqrt{39}", "budget": 2648 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000287", "normalized_example_id": "ex_000287", "source_idx": 287, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4414, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}\\sqrt{39}", "budget": 3531 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000287", "normalized_example_id": "ex_000287", "source_idx": 287, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4414, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2}{3}\\sqrt{39}", "budget": 4414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000287", "normalized_example_id": "ex_000287", "source_idx": 287, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4414, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2r,\\frac{4r}{3},\\frac{10r}{3},4r", "budget": 2162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000288", "normalized_example_id": "ex_000288", "source_idx": 288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2r,\\frac{4r}{3},\\frac{10r}{3},4r", "budget": 2883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000288", "normalized_example_id": "ex_000288", "source_idx": 288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2r,\\frac{4r}{3},\\frac{10r}{3},4r", "budget": 3604 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000288", "normalized_example_id": "ex_000288", "source_idx": 288, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 3023 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000290", "normalized_example_id": "ex_000290", "source_idx": 290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5039, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 4031 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000290", "normalized_example_id": "ex_000290", "source_idx": 290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5039, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 5039 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000290", "normalized_example_id": "ex_000290", "source_idx": 290, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5039, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 5162 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000292", "normalized_example_id": "ex_000292", "source_idx": 292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 6883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000292", "normalized_example_id": "ex_000292", "source_idx": 292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 8604 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000292", "normalized_example_id": "ex_000292", "source_idx": 292, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8604, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2722 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000293", "normalized_example_id": "ex_000293", "source_idx": 293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4537, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3630 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000293", "normalized_example_id": "ex_000293", "source_idx": 293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4537, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000293", "normalized_example_id": "ex_000293", "source_idx": 293, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4537, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,2]\\cup[6,\\infty)", "budget": 622 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000295", "normalized_example_id": "ex_000295", "source_idx": 295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,2]\\cup[6,\\infty)", "budget": 829 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000295", "normalized_example_id": "ex_000295", "source_idx": 295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-\\infty,2]\\cup[6,\\infty)", "budget": 1036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000295", "normalized_example_id": "ex_000295", "source_idx": 295, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 1342 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000296", "normalized_example_id": "ex_000296", "source_idx": 296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2236, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 1789 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000296", "normalized_example_id": "ex_000296", "source_idx": 296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2236, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 2236 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000296", "normalized_example_id": "ex_000296", "source_idx": 296, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2236, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7860.201", "budget": 4101 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000299", "normalized_example_id": "ex_000299", "source_idx": 299, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6835, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7860.201", "budget": 5468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000299", "normalized_example_id": "ex_000299", "source_idx": 299, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6835, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7860.201", "budget": 6835 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000299", "normalized_example_id": "ex_000299", "source_idx": 299, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6835, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\times10^{2017}", "budget": 1265 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000300", "normalized_example_id": "ex_000300", "source_idx": 300, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2108, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\times10^{2017}", "budget": 1686 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000300", "normalized_example_id": "ex_000300", "source_idx": 300, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2108, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\times10^{2017}", "budget": 2108 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000300", "normalized_example_id": "ex_000300", "source_idx": 300, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2108, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, b) = (-2, 1)", "budget": 1822 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000301", "normalized_example_id": "ex_000301", "source_idx": 301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, b) = (-2, 1)", "budget": 2429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000301", "normalized_example_id": "ex_000301", "source_idx": 301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, b) = (-2, 1)", "budget": 3036 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000301", "normalized_example_id": "ex_000301", "source_idx": 301, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3036, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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==-1", "budget": 2734 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000302", "normalized_example_id": "ex_000302", "source_idx": 302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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==-1", "budget": 3646 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000302", "normalized_example_id": "ex_000302", "source_idx": 302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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==-1", "budget": 4557 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000302", "normalized_example_id": "ex_000302", "source_idx": 302, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4557, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "198", "budget": 3424 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000304", "normalized_example_id": "ex_000304", "source_idx": 304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5706, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "198", "budget": 4565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000304", "normalized_example_id": "ex_000304", "source_idx": 304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5706, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "198", "budget": 5706 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000304", "normalized_example_id": "ex_000304", "source_idx": 304, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5706, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{32}{65}", "budget": 2022 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000313", "normalized_example_id": "ex_000313", "source_idx": 313, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3370, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{32}{65}", "budget": 2696 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000313", "normalized_example_id": "ex_000313", "source_idx": 313, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3370, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{32}{65}", "budget": 3370 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000313", "normalized_example_id": "ex_000313", "source_idx": 313, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3370, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4842 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000315", "normalized_example_id": "ex_000315", "source_idx": 315, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8070, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000315", "normalized_example_id": "ex_000315", "source_idx": 315, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8070, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000315", "normalized_example_id": "ex_000315", "source_idx": 315, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8070, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k \\in \\{1, 2, \\dots, N+1\\}", "budget": 5621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000318", "normalized_example_id": "ex_000318", "source_idx": 318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9368, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k \\in \\{1, 2, \\dots, N+1\\}", "budget": 7494 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000318", "normalized_example_id": "ex_000318", "source_idx": 318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9368, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k \\in \\{1, 2, \\dots, N+1\\}", "budget": 9368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000318", "normalized_example_id": "ex_000318", "source_idx": 318, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9368, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3467 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000319", "normalized_example_id": "ex_000319", "source_idx": 319, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5779, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4623 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000319", "normalized_example_id": "ex_000319", "source_idx": 319, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5779, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5779 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000319", "normalized_example_id": "ex_000319", "source_idx": 319, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5779, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60^\\circ", "budget": 5879 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000326", "normalized_example_id": "ex_000326", "source_idx": 326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9798, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60^\\circ", "budget": 7838 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000326", "normalized_example_id": "ex_000326", "source_idx": 326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9798, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "60^\\circ", "budget": 9798 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000326", "normalized_example_id": "ex_000326", "source_idx": 326, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9798, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1090", "budget": 964 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000327", "normalized_example_id": "ex_000327", "source_idx": 327, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1607, "...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1090", "budget": 1286 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000327", "normalized_example_id": "ex_000327", "source_idx": 327, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1607, "...