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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": "39", "budget": 6164 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002509", "normalized_example_id": "ex_002509", "source_idx": 2509, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7705, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "39", "budget": 7705 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002509", "normalized_example_id": "ex_002509", "source_idx": 2509, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7705, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi(x)=1+\\frac{x^{2}}{2}", "budget": 3043 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002510", "normalized_example_id": "ex_002510", "source_idx": 2510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi(x)=1+\\frac{x^{2}}{2}", "budget": 4058 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002510", "normalized_example_id": "ex_002510", "source_idx": 2510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\varphi(x)=1+\\frac{x^{2}}{2}", "budget": 5072 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002510", "normalized_example_id": "ex_002510", "source_idx": 2510, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5072, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 841 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002511", "normalized_example_id": "ex_002511", "source_idx": 2511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 1122 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002511", "normalized_example_id": "ex_002511", "source_idx": 2511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\mathrm{~}", "budget": 1402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002511", "normalized_example_id": "ex_002511", "source_idx": 2511, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{21}{16}", "budget": 2155 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002513", "normalized_example_id": "ex_002513", "source_idx": 2513, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{21}{16}", "budget": 2873 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002513", "normalized_example_id": "ex_002513", "source_idx": 2513, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{21}{16}", "budget": 3591 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002513", "normalized_example_id": "ex_002513", "source_idx": 2513, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3591, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,\\frac{1}{2},\\frac{1}{3}", "budget": 2563 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002514", "normalized_example_id": "ex_002514", "source_idx": 2514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,\\frac{1}{2},\\frac{1}{3}", "budget": 3417 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002514", "normalized_example_id": "ex_002514", "source_idx": 2514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,\\frac{1}{2},\\frac{1}{3}", "budget": 4271 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002514", "normalized_example_id": "ex_002514", "source_idx": 2514, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4271, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\gamma=\\frac{1}{2}(\\alpha+\\beta)", "budget": 1659 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002516", "normalized_example_id": "ex_002516", "source_idx": 2516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\gamma=\\frac{1}{2}(\\alpha+\\beta)", "budget": 2212 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002516", "normalized_example_id": "ex_002516", "source_idx": 2516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\gamma=\\frac{1}{2}(\\alpha+\\beta)", "budget": 2765 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002516", "normalized_example_id": "ex_002516", "source_idx": 2516, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 1741 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002517", "normalized_example_id": "ex_002517", "source_idx": 2517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 2321 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002517", "normalized_example_id": "ex_002517", "source_idx": 2517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "45", "budget": 2901 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002517", "normalized_example_id": "ex_002517", "source_idx": 2517, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2901, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "380", "budget": 1638 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002520", "normalized_example_id": "ex_002520", "source_idx": 2520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2730, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "380", "budget": 2184 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002520", "normalized_example_id": "ex_002520", "source_idx": 2520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2730, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "380", "budget": 2730 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002520", "normalized_example_id": "ex_002520", "source_idx": 2520, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2730, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3,3),(-4,-4,-4),(1,1,11),(1,11,1),(11,1,1)", "budget": 2790 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002521", "normalized_example_id": "ex_002521", "source_idx": 2521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3,3),(-4,-4,-4),(1,1,11),(1,11,1),(11,1,1)", "budget": 3720 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002521", "normalized_example_id": "ex_002521", "source_idx": 2521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3,3),(-4,-4,-4),(1,1,11),(1,11,1),(11,1,1)", "budget": 4650 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002521", "normalized_example_id": "ex_002521", "source_idx": 2521, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4650, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = x_2 = \\cdots = x_n = 0", "budget": 2267 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002522", "normalized_example_id": "ex_002522", "source_idx": 2522, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = x_2 = \\cdots = x_n = 0", "budget": 3022 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002522", "normalized_example_id": "ex_002522", "source_idx": 2522, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = x_2 = \\cdots = x_n = 0", "budget": 3778 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002522", "normalized_example_id": "ex_002522", "source_idx": 2522, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3778, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leq0", "budget": 1341 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002523", "normalized_example_id": "ex_002523", "source_idx": 2523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2235, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leq0", "budget": 1788 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002523", "normalized_example_id": "ex_002523", "source_idx": 2523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2235, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leq0", "budget": 2235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002523", "normalized_example_id": "ex_002523", "source_idx": 2523, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2235, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "486", "budget": 3779 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002525", "normalized_example_id": "ex_002525", "source_idx": 2525, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "486", "budget": 5038 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002525", "normalized_example_id": "ex_002525", "source_idx": 2525, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "486", "budget": 6298 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002525", "normalized_example_id": "ex_002525", "source_idx": 2525, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\mathrm{C}_{49}^{6}-\\mathrm{C}_{44}^{6}", "budget": 2358 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002527", "normalized_example_id": "ex_002527", "source_idx": 2527, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\mathrm{C}_{49}^{6}-\\mathrm{C}_{44}^{6}", "budget": 3144 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002527", "normalized_example_id": "ex_002527", "source_idx": 2527, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\mathrm{C}_{49}^{6}-\\mathrm{C}_{44}^{6}", "budget": 3930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002527", "normalized_example_id": "ex_002527", "source_idx": 2527, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 650 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002530", "normalized_example_id": "ex_002530", "source_idx": 2530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1084, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 867 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002530", "normalized_example_id": "ex_002530", "source_idx": 2530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1084, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "27", "budget": 1084 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002530", "normalized_example_id": "ex_002530", "source_idx": 2530, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1084, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 1895 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002531", "normalized_example_id": "ex_002531", "source_idx": 2531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 2526 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002531", "normalized_example_id": "ex_002531", "source_idx": 2531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91", "budget": 3158 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002531", "normalized_example_id": "ex_002531", "source_idx": 2531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3158, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "156", "budget": 4731 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002532", "normalized_example_id": "ex_002532", "source_idx": 2532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "156", "budget": 6308 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002532", "normalized_example_id": "ex_002532", "source_idx": 2532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "156", "budget": 7885 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002532", "normalized_example_id": "ex_002532", "source_idx": 2532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7885, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=105,\\beta=75", "budget": 2783 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002535", "normalized_example_id": "ex_002535", "source_idx": 2535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=105,\\beta=75", "budget": 3710 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002535", "normalized_example_id": "ex_002535", "source_idx": 2535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\alpha=105,\\beta=75", "budget": 4638 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002535", "normalized_example_id": "ex_002535", "source_idx": 2535, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4638, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = n \\pm \\sqrt{n^2 - m^2}", "budget": 5314 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002536", "normalized_example_id": "ex_002536", "source_idx": 2536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8857, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = n \\pm \\sqrt{n^2 - m^2}", "budget": 7086 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002536", "normalized_example_id": "ex_002536", "source_idx": 2536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8857, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 = n \\pm \\sqrt{n^2 - m^2}", "budget": 8857 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002536", "normalized_example_id": "ex_002536", "source_idx": 2536, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8857, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{\\sqrt{3}}", "budget": 4051 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002537", "normalized_example_id": "ex_002537", "source_idx": 2537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{\\sqrt{3}}", "budget": 5402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002537", "normalized_example_id": "ex_002537", "source_idx": 2537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\arccos\\frac{1}{\\sqrt{3}}", "budget": 6752 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002537", "normalized_example_id": "ex_002537", "source_idx": 2537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 3132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002538", "normalized_example_id": "ex_002538", "source_idx": 2538, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 4176 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002538", "normalized_example_id": "ex_002538", "source_idx": 2538, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{7}", "budget": 5220 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002538", "normalized_example_id": "ex_002538", "source_idx": 2538, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5220, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "340", "budget": 2809 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002539", "normalized_example_id": "ex_002539", "source_idx": 2539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4681, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "340", "budget": 3745 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002539", "normalized_example_id": "ex_002539", "source_idx": 2539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4681, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "340", "budget": 4681 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002539", "normalized_example_id": "ex_002539", "source_idx": 2539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4681, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "760", "budget": 1651 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002540", "normalized_example_id": "ex_002540", "source_idx": 2540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "760", "budget": 2202 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002540", "normalized_example_id": "ex_002540", "source_idx": 2540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "760", "budget": 2752 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002540", "normalized_example_id": "ex_002540", "source_idx": 2540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6}}{6}", "budget": 6003 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002541", "normalized_example_id": "ex_002541", "source_idx": 2541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6}}{6}", "budget": 8004 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002541", "normalized_example_id": "ex_002541", "source_idx": 2541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{6}}{6}", "budget": 10005 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002541", "normalized_example_id": "ex_002541", "source_idx": 2541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10005, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\infty, 2-\\frac{a^{3}}{108}\\right]", "budget": 4450 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002543", "normalized_example_id": "ex_002543", "source_idx": 2543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7416, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\infty, 2-\\frac{a^{3}}{108}\\right]", "budget": 5933 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002543", "normalized_example_id": "ex_002543", "source_idx": 2543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7416, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(-\\infty, 2-\\frac{a^{3}}{108}\\right]", "budget": 7416 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002543", "normalized_example_id": "ex_002543", "source_idx": 2543, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7416, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5773 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002545", "normalized_example_id": "ex_002545", "source_idx": 2545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7697 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002545", "normalized_example_id": "ex_002545", "source_idx": 2545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002545", "normalized_example_id": "ex_002545", "source_idx": 2545, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9621, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3625 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002548", "normalized_example_id": "ex_002548", "source_idx": 2548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6042, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002548", "normalized_example_id": "ex_002548", "source_idx": 2548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6042, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6042 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002548", "normalized_example_id": "ex_002548", "source_idx": 2548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6042, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n-k+1}^{k}", "budget": 2287 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002550", "normalized_example_id": "ex_002550", "source_idx": 2550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n-k+1}^{k}", "budget": 3050 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002550", "normalized_example_id": "ex_002550", "source_idx": 2550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C_{n-k+1}^{k}", "budget": 3812 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002550", "normalized_example_id": "ex_002550", "source_idx": 2550, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3812, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=-2", "budget": 3881 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002551", "normalized_example_id": "ex_002551", "source_idx": 2551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=-2", "budget": 5174 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002551", "normalized_example_id": "ex_002551", "source_idx": 2551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=-2", "budget": 6468 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002551", "normalized_example_id": "ex_002551", "source_idx": 2551, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6468, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 4606 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002553", "normalized_example_id": "ex_002553", "source_idx": 2553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7677, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 6142 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002553", "normalized_example_id": "ex_002553", "source_idx": 2553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7677, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 7677 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002553", "normalized_example_id": "ex_002553", "source_idx": 2553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7677, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(1,2),B(7,8)", "budget": 884 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002557", "normalized_example_id": "ex_002557", "source_idx": 2557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(1,2),B(7,8)", "budget": 1179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002557", "normalized_example_id": "ex_002557", "source_idx": 2557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(1,2),B(7,8)", "budget": 1474 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002557", "normalized_example_id": "ex_002557", "source_idx": 2557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1474, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{95}{144}", "budget": 2647 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002558", "normalized_example_id": "ex_002558", "source_idx": 2558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{95}{144}", "budget": 3529 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002558", "normalized_example_id": "ex_002558", "source_idx": 2558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{95}{144}", "budget": 4411 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002558", "normalized_example_id": "ex_002558", "source_idx": 2558, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4411, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 2865 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002559", "normalized_example_id": "ex_002559", "source_idx": 2559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4775, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 3820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002559", "normalized_example_id": "ex_002559", "source_idx": 2559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4775, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10", "budget": 4775 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002559", "normalized_example_id": "ex_002559", "source_idx": 2559, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4775, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = n", "budget": 4947 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002560", "normalized_example_id": "ex_002560", "source_idx": 2560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = n", "budget": 6596 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002560", "normalized_example_id": "ex_002560", "source_idx": 2560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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(n) = n", "budget": 8245 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002560", "normalized_example_id": "ex_002560", "source_idx": 2560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9.9", "budget": 5060 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002563", "normalized_example_id": "ex_002563", "source_idx": 2563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8433, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9.9", "budget": 6746 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002563", "normalized_example_id": "ex_002563", "source_idx": 2563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8433, ...