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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": "(0, k^2 + u)", "budget": 8569 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002370", "normalized_example_id": "ex_002370", "source_idx": 2370, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8569, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,9),(10,33)", "budget": 3133 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002372", "normalized_example_id": "ex_002372", "source_idx": 2372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,9),(10,33)", "budget": 4178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002372", "normalized_example_id": "ex_002372", "source_idx": 2372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(4,9),(10,33)", "budget": 5222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002372", "normalized_example_id": "ex_002372", "source_idx": 2372, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k+2", "budget": 3991 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002374", "normalized_example_id": "ex_002374", "source_idx": 2374, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6652, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k+2", "budget": 5322 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002374", "normalized_example_id": "ex_002374", "source_idx": 2374, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6652, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "k+2", "budget": 6652 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002374", "normalized_example_id": "ex_002374", "source_idx": 2374, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6652, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 3176 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002377", "normalized_example_id": "ex_002377", "source_idx": 2377, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 4235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002377", "normalized_example_id": "ex_002377", "source_idx": 2377, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "16", "budget": 5294 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002377", "normalized_example_id": "ex_002377", "source_idx": 2377, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5294, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1225", "budget": 4276 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002379", "normalized_example_id": "ex_002379", "source_idx": 2379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1225", "budget": 5702 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002379", "normalized_example_id": "ex_002379", "source_idx": 2379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1225", "budget": 7127 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002379", "normalized_example_id": "ex_002379", "source_idx": 2379, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7127, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(m, n) = (11, 1), (12, 2), (15, 5), (20, 10)", "budget": 1390 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002382", "normalized_example_id": "ex_002382", "source_idx": 2382, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(m, n) = (11, 1), (12, 2), (15, 5), (20, 10)", "budget": 1854 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002382", "normalized_example_id": "ex_002382", "source_idx": 2382, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(m, n) = (11, 1), (12, 2), (15, 5), (20, 10)", "budget": 2317 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002382", "normalized_example_id": "ex_002382", "source_idx": 2382, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2317, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "540", "budget": 2807 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002384", "normalized_example_id": "ex_002384", "source_idx": 2384, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "540", "budget": 3742 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002384", "normalized_example_id": "ex_002384", "source_idx": 2384, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "540", "budget": 4678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002384", "normalized_example_id": "ex_002384", "source_idx": 2384, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2676 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002386", "normalized_example_id": "ex_002386", "source_idx": 2386, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3568 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002386", "normalized_example_id": "ex_002386", "source_idx": 2386, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4460 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002386", "normalized_example_id": "ex_002386", "source_idx": 2386, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "106", "budget": 3919 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002390", "normalized_example_id": "ex_002390", "source_idx": 2390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6531, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "106", "budget": 5225 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002390", "normalized_example_id": "ex_002390", "source_idx": 2390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6531, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "106", "budget": 6531 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002390", "normalized_example_id": "ex_002390", "source_idx": 2390, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6531, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{4}+y^{2}=1", "budget": 3148 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002391", "normalized_example_id": "ex_002391", "source_idx": 2391, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{4}+y^{2}=1", "budget": 4197 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002391", "normalized_example_id": "ex_002391", "source_idx": 2391, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{x^{2}}{4}+y^{2}=1", "budget": 5246 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002391", "normalized_example_id": "ex_002391", "source_idx": 2391, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5246, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 5358 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002394", "normalized_example_id": "ex_002394", "source_idx": 2394, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 7144 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002394", "normalized_example_id": "ex_002394", "source_idx": 2394, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 8930 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002394", "normalized_example_id": "ex_002394", "source_idx": 2394, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8930, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 2473 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002397", "normalized_example_id": "ex_002397", "source_idx": 2397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4121, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 3297 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002397", "normalized_example_id": "ex_002397", "source_idx": 2397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4121, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 4121 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002397", "normalized_example_id": "ex_002397", "source_idx": 2397, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4121, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{V}{U}=4", "budget": 4990 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002401", "normalized_example_id": "ex_002401", "source_idx": 2401, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8316, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{V}{U}=4", "budget": 6653 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002401", "normalized_example_id": "ex_002401", "source_idx": 2401, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8316, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{V}{U}=4", "budget": 8316 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002401", "normalized_example_id": "ex_002401", "source_idx": 2401, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8316, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4},\\frac{3}{4}]", "budget": 6005 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002405", "normalized_example_id": "ex_002405", "source_idx": 2405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10009, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4},\\frac{3}{4}]", "budget": 8007 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002405", "normalized_example_id": "ex_002405", "source_idx": 2405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10009, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{4},\\frac{3}{4}]", "budget": 10009 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002405", "normalized_example_id": "ex_002405", "source_idx": 2405, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 10009, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\pi", "budget": 5417 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002406", "normalized_example_id": "ex_002406", "source_idx": 2406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9028, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\pi", "budget": 7222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002406", "normalized_example_id": "ex_002406", "source_idx": 2406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9028, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12\\pi", "budget": 9028 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002406", "normalized_example_id": "ex_002406", "source_idx": 2406, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9028, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2,3)", "budget": 2207 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002407", "normalized_example_id": "ex_002407", "source_idx": 2407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2,3)", "budget": 2942 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002407", "normalized_example_id": "ex_002407", "source_idx": 2407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,2,3)", "budget": 3678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002407", "normalized_example_id": "ex_002407", "source_idx": 2407, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3678, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S_{n}=3-\\frac{n+3}{2^{n}}", "budget": 4501 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002409", "normalized_example_id": "ex_002409", "source_idx": 2409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S_{n}=3-\\frac{n+3}{2^{n}}", "budget": 6002 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002409", "normalized_example_id": "ex_002409", "source_idx": 2409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "S_{n}=3-\\frac{n+3}{2^{n}}", "budget": 7502 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002409", "normalized_example_id": "ex_002409", "source_idx": 2409, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7502, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 994 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002413", "normalized_example_id": "ex_002413", "source_idx": 2413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 1326 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002413", "normalized_example_id": "ex_002413", "source_idx": 2413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14", "budget": 1657 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002413", "normalized_example_id": "ex_002413", "source_idx": 2413, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1657, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 2910 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002415", "normalized_example_id": "ex_002415", "source_idx": 2415, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4850, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 3880 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002415", "normalized_example_id": "ex_002415", "source_idx": 2415, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4850, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "33", "budget": 4850 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002415", "normalized_example_id": "ex_002415", "source_idx": 2415, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4850, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002416", "normalized_example_id": "ex_002416", "source_idx": 2416, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3201, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2561 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002416", "normalized_example_id": "ex_002416", "source_idx": 2416, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3201, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3201 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002416", "normalized_example_id": "ex_002416", "source_idx": 2416, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3201, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 3179 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002420", "normalized_example_id": "ex_002420", "source_idx": 2420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 4238 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002420", "normalized_example_id": "ex_002420", "source_idx": 2420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0", "budget": 5298 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002420", "normalized_example_id": "ex_002420", "source_idx": 2420, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5298, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "929", "budget": 2832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002424", "normalized_example_id": "ex_002424", "source_idx": 2424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "929", "budget": 3776 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002424", "normalized_example_id": "ex_002424", "source_idx": 2424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "929", "budget": 4720 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002424", "normalized_example_id": "ex_002424", "source_idx": 2424, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4720, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11111111100", "budget": 3276 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002425", "normalized_example_id": "ex_002425", "source_idx": 2425, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11111111100", "budget": 4368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002425", "normalized_example_id": "ex_002425", "source_idx": 2425, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11111111100", "budget": 5460 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002425", "normalized_example_id": "ex_002425", "source_idx": 2425, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5460, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}+y^{2}-\\frac{9}{2}px=0", "budget": 2275 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002426", "normalized_example_id": "ex_002426", "source_idx": 2426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}+y^{2}-\\frac{9}{2}px=0", "budget": 3034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002426", "normalized_example_id": "ex_002426", "source_idx": 2426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2}+y^{2}-\\frac{9}{2}px=0", "budget": 3792 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002426", "normalized_example_id": "ex_002426", "source_idx": 2426, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3792, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 2921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002428", "normalized_example_id": "ex_002428", "source_idx": 2428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 3895 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002428", "normalized_example_id": "ex_002428", "source_idx": 2428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "28", "budget": 4869 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002428", "normalized_example_id": "ex_002428", "source_idx": 2428, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4869, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1154 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002433", "normalized_example_id": "ex_002433", "source_idx": 2433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1924, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1539 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002433", "normalized_example_id": "ex_002433", "source_idx": 2433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1924, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1924 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002433", "normalized_example_id": "ex_002433", "source_idx": 2433, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1924, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.24", "budget": 1421 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002435", "normalized_example_id": "ex_002435", "source_idx": 2435, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2368, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.24", "budget": 1894 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002435", "normalized_example_id": "ex_002435", "source_idx": 2435, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2368, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0.24", "budget": 2368 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002435", "normalized_example_id": "ex_002435", "source_idx": 2435, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2368, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0 < a < 1", "budget": 1525 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002436", "normalized_example_id": "ex_002436", "source_idx": 2436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2541, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0 < a < 1", "budget": 2033 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002436", "normalized_example_id": "ex_002436", "source_idx": 2436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2541, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "0 < a < 1", "budget": 2541 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002436", "normalized_example_id": "ex_002436", "source_idx": 2436, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2541, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2385 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002440", "normalized_example_id": "ex_002440", "source_idx": 2440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3975, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3180 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002440", "normalized_example_id": "ex_002440", "source_idx": 2440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3975, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3975 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002440", "normalized_example_id": "ex_002440", "source_idx": 2440, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3975, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "77", "budget": 1750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002441", "normalized_example_id": "ex_002441", "source_idx": 2441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "77", "budget": 2333 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002441", "normalized_example_id": "ex_002441", "source_idx": 2441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "77", "budget": 2916 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002441", "normalized_example_id": "ex_002441", "source_idx": 2441, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2916, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 856 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002446", "normalized_example_id": "ex_002446", "source_idx": 2446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 1141 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002446", "normalized_example_id": "ex_002446", "source_idx": 2446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "204", "budget": 1426 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002446", "normalized_example_id": "ex_002446", "source_idx": 2446, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1426, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R\\sqrt{\\frac{2\\pi}{\\sqrt{3}}}", "budget": 2588 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002447", "normalized_example_id": "ex_002447", "source_idx": 2447, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4314, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R\\sqrt{\\frac{2\\pi}{\\sqrt{3}}}", "budget": 3451 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002447", "normalized_example_id": "ex_002447", "source_idx": 2447, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4314, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "R\\sqrt{\\frac{2\\pi}{\\sqrt{3}}}", "budget": 4314 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002447", "normalized_example_id": "ex_002447", "source_idx": 2447, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4314, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9060099", "budget": 2276 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002449", "normalized_example_id": "ex_002449", "source_idx": 2449, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9060099", "budget": 3034 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002449", "normalized_example_id": "ex_002449", "source_idx": 2449, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "9060099", "budget": 3793 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002449", "normalized_example_id": "ex_002449", "source_idx": 2449, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3793, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 3107 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002450", "normalized_example_id": "ex_002450", "source_idx": 2450, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 4142 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002450", "normalized_example_id": "ex_002450", "source_idx": 2450, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5178, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 5178 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002450", "normalized_example_id": "ex_002450", "source_idx": 2450, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5178, ...