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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": "y^{(n)}=\\frac{(-1)^{n-1}\\cdotn!\\cdot2^{n-1}}{(2x+3)^{n+1}}", "budget": 8619 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006531", "normalized_example_id": "ex_006531", "source_idx": 6531, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8619, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{128}{3}", "budget": 3099 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006532", "normalized_example_id": "ex_006532", "source_idx": 6532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{128}{3}", "budget": 4132 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006532", "normalized_example_id": "ex_006532", "source_idx": 6532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{128}{3}", "budget": 5165 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006532", "normalized_example_id": "ex_006532", "source_idx": 6532, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5165, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4924 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006537", "normalized_example_id": "ex_006537", "source_idx": 6537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8206, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006537", "normalized_example_id": "ex_006537", "source_idx": 6537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8206, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8206 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006537", "normalized_example_id": "ex_006537", "source_idx": 6537, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8206, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 5873 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006539", "normalized_example_id": "ex_006539", "source_idx": 6539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9789, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 7831 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006539", "normalized_example_id": "ex_006539", "source_idx": 6539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9789, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "81", "budget": 9789 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006539", "normalized_example_id": "ex_006539", "source_idx": 6539, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9789, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 4903 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006540", "normalized_example_id": "ex_006540", "source_idx": 6540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 6537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006540", "normalized_example_id": "ex_006540", "source_idx": 6540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "24", "budget": 8171 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006540", "normalized_example_id": "ex_006540", "source_idx": 6540, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8171, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 4406 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006541", "normalized_example_id": "ex_006541", "source_idx": 6541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7343, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5874 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006541", "normalized_example_id": "ex_006541", "source_idx": 6541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7343, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 7343 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006541", "normalized_example_id": "ex_006541", "source_idx": 6541, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7343, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "610", "budget": 5815 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006542", "normalized_example_id": "ex_006542", "source_idx": 6542, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "610", "budget": 7754 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006542", "normalized_example_id": "ex_006542", "source_idx": 6542, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "610", "budget": 9692 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006542", "normalized_example_id": "ex_006542", "source_idx": 6542, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9692, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4040099}{2010}", "budget": 4522 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006544", "normalized_example_id": "ex_006544", "source_idx": 6544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4040099}{2010}", "budget": 6030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006544", "normalized_example_id": "ex_006544", "source_idx": 6544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4040099}{2010}", "budget": 7537 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006544", "normalized_example_id": "ex_006544", "source_idx": 6544, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7537, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "495", "budget": 3727 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006547", "normalized_example_id": "ex_006547", "source_idx": 6547, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6212, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "495", "budget": 4970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006547", "normalized_example_id": "ex_006547", "source_idx": 6547, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6212, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "495", "budget": 6212 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006547", "normalized_example_id": "ex_006547", "source_idx": 6547, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6212, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2029 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006548", "normalized_example_id": "ex_006548", "source_idx": 6548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2705 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006548", "normalized_example_id": "ex_006548", "source_idx": 6548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3381 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006548", "normalized_example_id": "ex_006548", "source_idx": 6548, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3381, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 4260 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006552", "normalized_example_id": "ex_006552", "source_idx": 6552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 5680 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006552", "normalized_example_id": "ex_006552", "source_idx": 6552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 7100 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006552", "normalized_example_id": "ex_006552", "source_idx": 6552, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7100, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 1997 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006553", "normalized_example_id": "ex_006553", "source_idx": 6553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 2663 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006553", "normalized_example_id": "ex_006553", "source_idx": 6553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "105", "budget": 3329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006553", "normalized_example_id": "ex_006553", "source_idx": 6553, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3329, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot(1+\\sqrt{2})\\cdot\\sqrt[3]{6V}", "budget": 2057 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006555", "normalized_example_id": "ex_006555", "source_idx": 6555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot(1+\\sqrt{2})\\cdot\\sqrt[3]{6V}", "budget": 2743 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006555", "normalized_example_id": "ex_006555", "source_idx": 6555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\cdot(1+\\sqrt{2})\\cdot\\sqrt[3]{6V}", "budget": 3429 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006555", "normalized_example_id": "ex_006555", "source_idx": 6555, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3429, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}{32},1\\frac{1}{4},1\\frac{13}{32}", "budget": 1150 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006556", "normalized_example_id": "ex_006556", "source_idx": 6556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}{32},1\\frac{1}{4},1\\frac{13}{32}", "budget": 1533 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006556", "normalized_example_id": "ex_006556", "source_idx": 6556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3}{32},1\\frac{1}{4},1\\frac{13}{32}", "budget": 1916 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006556", "normalized_example_id": "ex_006556", "source_idx": 6556, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{36}", "budget": 3070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006557", "normalized_example_id": "ex_006557", "source_idx": 6557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5116, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{36}", "budget": 4093 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006557", "normalized_example_id": "ex_006557", "source_idx": 6557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5116, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{36}", "budget": 5116 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006557", "normalized_example_id": "ex_006557", "source_idx": 6557, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5116, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 886 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006560", "normalized_example_id": "ex_006560", "source_idx": 6560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1476, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1181 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006560", "normalized_example_id": "ex_006560", "source_idx": 6560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1476, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 1476 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006560", "normalized_example_id": "ex_006560", "source_idx": 6560, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1476, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{\\pi}", "budget": 1679 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006562", "normalized_example_id": "ex_006562", "source_idx": 6562, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2798, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{\\pi}", "budget": 2238 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006562", "normalized_example_id": "ex_006562", "source_idx": 6562, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2798, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{4}{\\pi}", "budget": 2798 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006562", "normalized_example_id": "ex_006562", "source_idx": 6562, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2798, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1064\\mathrm{~}^{2}", "budget": 2302 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006563", "normalized_example_id": "ex_006563", "source_idx": 6563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3837, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1064\\mathrm{~}^{2}", "budget": 3070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006563", "normalized_example_id": "ex_006563", "source_idx": 6563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3837, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1064\\mathrm{~}^{2}", "budget": 3837 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006563", "normalized_example_id": "ex_006563", "source_idx": 6563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3837, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5423 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006565", "normalized_example_id": "ex_006565", "source_idx": 6565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7231 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006565", "normalized_example_id": "ex_006565", "source_idx": 6565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9039 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006565", "normalized_example_id": "ex_006565", "source_idx": 6565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9039, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5782 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006566", "normalized_example_id": "ex_006566", "source_idx": 6566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7709 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006566", "normalized_example_id": "ex_006566", "source_idx": 6566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9636 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006566", "normalized_example_id": "ex_006566", "source_idx": 6566, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1-2\\lnx}{4x}", "budget": 3875 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006567", "normalized_example_id": "ex_006567", "source_idx": 6567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6459, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1-2\\lnx}{4x}", "budget": 5167 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006567", "normalized_example_id": "ex_006567", "source_idx": 6567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6459, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1-2\\lnx}{4x}", "budget": 6459 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006567", "normalized_example_id": "ex_006567", "source_idx": 6567, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6459, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "152", "budget": 2227 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006568", "normalized_example_id": "ex_006568", "source_idx": 6568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3712, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "152", "budget": 2970 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006568", "normalized_example_id": "ex_006568", "source_idx": 6568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3712, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "152", "budget": 3712 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006568", "normalized_example_id": "ex_006568", "source_idx": 6568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3712, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 5080 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006569", "normalized_example_id": "ex_006569", "source_idx": 6569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8466, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 6773 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006569", "normalized_example_id": "ex_006569", "source_idx": 6569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8466, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n \\equiv 1 \\pmod{3}", "budget": 8466 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006569", "normalized_example_id": "ex_006569", "source_idx": 6569, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8466, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 1514 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006573", "normalized_example_id": "ex_006573", "source_idx": 6573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 2019 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006573", "normalized_example_id": "ex_006573", "source_idx": 6573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "150", "budget": 2524 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006573", "normalized_example_id": "ex_006573", "source_idx": 6573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2524, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\left(a^{2}+b^{2}\\right)^{50}}", "budget": 2356 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006575", "normalized_example_id": "ex_006575", "source_idx": 6575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3927, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\left(a^{2}+b^{2}\\right)^{50}}", "budget": 3142 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006575", "normalized_example_id": "ex_006575", "source_idx": 6575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3927, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{\\left(a^{2}+b^{2}\\right)^{50}}", "budget": 3927 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006575", "normalized_example_id": "ex_006575", "source_idx": 6575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3927, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 1969 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006576", "normalized_example_id": "ex_006576", "source_idx": 6576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 2625 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006576", "normalized_example_id": "ex_006576", "source_idx": 6576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "23", "budget": 3281 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006576", "normalized_example_id": "ex_006576", "source_idx": 6576, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3281, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 4570 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006579", "normalized_example_id": "ex_006579", "source_idx": 6579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 6094 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006579", "normalized_example_id": "ex_006579", "source_idx": 6579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9", "budget": 7617 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006579", "normalized_example_id": "ex_006579", "source_idx": 6579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7617, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1198 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006581", "normalized_example_id": "ex_006581", "source_idx": 6581, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1996, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1597 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006581", "normalized_example_id": "ex_006581", "source_idx": 6581, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1996, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 1996 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006581", "normalized_example_id": "ex_006581", "source_idx": 6581, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1996, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 - \\sqrt{2}}{6}", "budget": 3856 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006582", "normalized_example_id": "ex_006582", "source_idx": 6582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2 - \\sqrt{2}}{6}", "budget": 5141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006582", "normalized_example_id": "ex_006582", "source_idx": 6582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{2 - \\sqrt{2}}{6}", "budget": 6426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006582", "normalized_example_id": "ex_006582", "source_idx": 6582, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 5590 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006583", "normalized_example_id": "ex_006583", "source_idx": 6583, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 7454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006583", "normalized_example_id": "ex_006583", "source_idx": 6583, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 9317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006583", "normalized_example_id": "ex_006583", "source_idx": 6583, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\theta=\\arctan \\frac{108}{145}", "budget": 4024 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006584", "normalized_example_id": "ex_006584", "source_idx": 6584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\theta=\\arctan \\frac{108}{145}", "budget": 5365 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006584", "normalized_example_id": "ex_006584", "source_idx": 6584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\theta=\\arctan \\frac{108}{145}", "budget": 6706 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006584", "normalized_example_id": "ex_006584", "source_idx": 6584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6706, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1441 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006587", "normalized_example_id": "ex_006587", "source_idx": 6587, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1922 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006587", "normalized_example_id": "ex_006587", "source_idx": 6587, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006587", "normalized_example_id": "ex_006587", "source_idx": 6587, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2402, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 3944 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006588", "normalized_example_id": "ex_006588", "source_idx": 6588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6574, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5259 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006588", "normalized_example_id": "ex_006588", "source_idx": 6588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6574, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 6574 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006588", "normalized_example_id": "ex_006588", "source_idx": 6588, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6574, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 2514 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006589", "normalized_example_id": "ex_006589", "source_idx": 6589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4190, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 3352 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006589", "normalized_example_id": "ex_006589", "source_idx": 6589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4190, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "90", "budget": 4190 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_006589", "normalized_example_id": "ex_006589", "source_idx": 6589, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4190, ...