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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": "5\\pi", "budget": 1900 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000000", "normalized_example_id": "ex_000000", "source_idx": 0, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3166, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5\\pi", "budget": 2533 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000000", "normalized_example_id": "ex_000000", "source_idx": 0, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3166, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5\\pi", "budget": 3166 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000000", "normalized_example_id": "ex_000000", "source_idx": 0, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3166, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1023 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000001", "normalized_example_id": "ex_000001", "source_idx": 1, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1364 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000001", "normalized_example_id": "ex_000001", "source_idx": 1, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1705 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000001", "normalized_example_id": "ex_000001", "source_idx": 1, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1705, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19", "budget": 4184 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000005", "normalized_example_id": "ex_000005", "source_idx": 5, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6974, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19", "budget": 5579 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000005", "normalized_example_id": "ex_000005", "source_idx": 5, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6974, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "19", "budget": 6974 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000005", "normalized_example_id": "ex_000005", "source_idx": 5, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6974, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,y,z)\\in{(0,1,1),(1,0,1),(1,1,0)}", "budget": 3879 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000008", "normalized_example_id": "ex_000008", "source_idx": 8, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6465, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,y,z)\\in{(0,1,1),(1,0,1),(1,1,0)}", "budget": 5172 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000008", "normalized_example_id": "ex_000008", "source_idx": 8, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6465, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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,y,z)\\in{(0,1,1),(1,0,1),(1,1,0)}", "budget": 6465 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000008", "normalized_example_id": "ex_000008", "source_idx": 8, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6465, "ca...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "216543", "budget": 3569 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000011", "normalized_example_id": "ex_000011", "source_idx": 11, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5948, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "216543", "budget": 4758 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000011", "normalized_example_id": "ex_000011", "source_idx": 11, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5948, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "216543", "budget": 5948 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000011", "normalized_example_id": "ex_000011", "source_idx": 11, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5948, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n) = n + 1", "budget": 5926 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000012", "normalized_example_id": "ex_000012", "source_idx": 12, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9876, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n) = n + 1", "budget": 7901 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000012", "normalized_example_id": "ex_000012", "source_idx": 12, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9876, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(n) = n + 1", "budget": 9876 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000012", "normalized_example_id": "ex_000012", "source_idx": 12, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9876, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "441", "budget": 1039 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000013", "normalized_example_id": "ex_000013", "source_idx": 13, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1732, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "441", "budget": 1386 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000013", "normalized_example_id": "ex_000013", "source_idx": 13, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1732, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "441", "budget": 1732 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000013", "normalized_example_id": "ex_000013", "source_idx": 13, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1732, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 4474 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000014", "normalized_example_id": "ex_000014", "source_idx": 14, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7457, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 5966 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000014", "normalized_example_id": "ex_000014", "source_idx": 14, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7457, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 7457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000014", "normalized_example_id": "ex_000014", "source_idx": 14, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7457, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000017", "normalized_example_id": "ex_000017", "source_idx": 17, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6366, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5093 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000017", "normalized_example_id": "ex_000017", "source_idx": 17, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6366, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000017", "normalized_example_id": "ex_000017", "source_idx": 17, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6366, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 3414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000020", "normalized_example_id": "ex_000020", "source_idx": 20, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 4552 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000020", "normalized_example_id": "ex_000020", "source_idx": 20, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "120", "budget": 5690 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000020", "normalized_example_id": "ex_000020", "source_idx": 20, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5690, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18480", "budget": 2070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000021", "normalized_example_id": "ex_000021", "source_idx": 21, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3450, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18480", "budget": 2760 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000021", "normalized_example_id": "ex_000021", "source_idx": 21, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3450, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18480", "budget": 3450 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000021", "normalized_example_id": "ex_000021", "source_idx": 21, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3450, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\sqrt{5}", "budget": 2765 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000022", "normalized_example_id": "ex_000022", "source_idx": 22, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4608, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\sqrt{5}", "budget": 3686 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000022", "normalized_example_id": "ex_000022", "source_idx": 22, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4608, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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+\\sqrt{5}", "budget": 4608 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000022", "normalized_example_id": "ex_000022", "source_idx": 22, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4608, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2554 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000026", "normalized_example_id": "ex_000026", "source_idx": 26, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4256, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3405 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000026", "normalized_example_id": "ex_000026", "source_idx": 26, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4256, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4256 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000026", "normalized_example_id": "ex_000026", "source_idx": 26, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4256, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<m<0", "budget": 4573 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000027", "normalized_example_id": "ex_000027", "source_idx": 27, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7621, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<m<0", "budget": 6097 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000027", "normalized_example_id": "ex_000027", "source_idx": 27, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7621, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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<m<0", "budget": 7621 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000027", "normalized_example_id": "ex_000027", "source_idx": 27, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7621, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 4078 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000028", "normalized_example_id": "ex_000028", "source_idx": 28, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6796, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 5437 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000028", "normalized_example_id": "ex_000028", "source_idx": 28, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6796, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\sqrt{2}", "budget": 6796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000028", "normalized_example_id": "ex_000028", "source_idx": 28, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6796, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108", "budget": 1825 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000031", "normalized_example_id": "ex_000031", "source_idx": 31, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3042, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108", "budget": 2434 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000031", "normalized_example_id": "ex_000031", "source_idx": 31, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3042, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "108", "budget": 3042 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000031", "normalized_example_id": "ex_000031", "source_idx": 31, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3042, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "121", "budget": 1454 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000033", "normalized_example_id": "ex_000033", "source_idx": 33, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2424, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "121", "budget": 1939 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000033", "normalized_example_id": "ex_000033", "source_idx": 33, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2424, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "121", "budget": 2424 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000033", "normalized_example_id": "ex_000033", "source_idx": 33, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2424, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2894 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000034", "normalized_example_id": "ex_000034", "source_idx": 34, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4824, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3859 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000034", "normalized_example_id": "ex_000034", "source_idx": 34, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4824, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4824 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000034", "normalized_example_id": "ex_000034", "source_idx": 34, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4824, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "F:P=2:5", "budget": 2283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000035", "normalized_example_id": "ex_000035", "source_idx": 35, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3805, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "F:P=2:5", "budget": 3044 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000035", "normalized_example_id": "ex_000035", "source_idx": 35, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3805, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "F:P=2:5", "budget": 3805 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000035", "normalized_example_id": "ex_000035", "source_idx": 35, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3805, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 5565 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000037", "normalized_example_id": "ex_000037", "source_idx": 37, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 7420 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000037", "normalized_example_id": "ex_000037", "source_idx": 37, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "180", "budget": 9275 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000037", "normalized_example_id": "ex_000037", "source_idx": 37, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 2374 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000039", "normalized_example_id": "ex_000039", "source_idx": 39, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3956, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 3165 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000039", "normalized_example_id": "ex_000039", "source_idx": 39, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3956, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}", "budget": 3956 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000039", "normalized_example_id": "ex_000039", "source_idx": 39, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3956, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{7}", "budget": 2008 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000040", "normalized_example_id": "ex_000040", "source_idx": 40, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3347, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{7}", "budget": 2678 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000040", "normalized_example_id": "ex_000040", "source_idx": 40, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3347, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{3}{7}", "budget": 3347 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000040", "normalized_example_id": "ex_000040", "source_idx": 40, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3347, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25\\mathrm{~}", "budget": 670 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000041", "normalized_example_id": "ex_000041", "source_idx": 41, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1117, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25\\mathrm{~}", "budget": 894 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000041", "normalized_example_id": "ex_000041", "source_idx": 41, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1117, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "25\\mathrm{~}", "budget": 1117 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000041", "normalized_example_id": "ex_000041", "source_idx": 41, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1117, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1469 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000042", "normalized_example_id": "ex_000042", "source_idx": 42, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2448, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1958 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000042", "normalized_example_id": "ex_000042", "source_idx": 42, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2448, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2448 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000042", "normalized_example_id": "ex_000042", "source_idx": 42, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2448, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 773 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000043", "normalized_example_id": "ex_000043", "source_idx": 43, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1288, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 1030 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000043", "normalized_example_id": "ex_000043", "source_idx": 43, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1288, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "C", "budget": 1288 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000043", "normalized_example_id": "ex_000043", "source_idx": 43, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1288, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3974}{45}", "budget": 3170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000044", "normalized_example_id": "ex_000044", "source_idx": 44, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3974}{45}", "budget": 4226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000044", "normalized_example_id": "ex_000044", "source_idx": 44, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{3974}{45}", "budget": 5283 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000044", "normalized_example_id": "ex_000044", "source_idx": 44, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5283, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3709 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000045", "normalized_example_id": "ex_000045", "source_idx": 45, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6182, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4946 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000045", "normalized_example_id": "ex_000045", "source_idx": 45, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6182, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6182 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000045", "normalized_example_id": "ex_000045", "source_idx": 45, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6182, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{r\\alpha}{r-\\alpha}", "budget": 4232 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000046", "normalized_example_id": "ex_000046", "source_idx": 46, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7054, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{r\\alpha}{r-\\alpha}", "budget": 5643 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000046", "normalized_example_id": "ex_000046", "source_idx": 46, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7054, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{r\\alpha}{r-\\alpha}", "budget": 7054 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000046", "normalized_example_id": "ex_000046", "source_idx": 46, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7054, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 1965 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000047", "normalized_example_id": "ex_000047", "source_idx": 47, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 2620 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000047", "normalized_example_id": "ex_000047", "source_idx": 47, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{3}", "budget": 3275 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000047", "normalized_example_id": "ex_000047", "source_idx": 47, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3275, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1000", "budget": 3748 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000051", "normalized_example_id": "ex_000051", "source_idx": 51, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6246, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1000", "budget": 4997 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000051", "normalized_example_id": "ex_000051", "source_idx": 51, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6246, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1000", "budget": 6246 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000051", "normalized_example_id": "ex_000051", "source_idx": 51, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6246, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "132", "budget": 5325 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000053", "normalized_example_id": "ex_000053", "source_idx": 53, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8875, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "132", "budget": 7100 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000053", "normalized_example_id": "ex_000053", "source_idx": 53, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8875, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "132", "budget": 8875 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000053", "normalized_example_id": "ex_000053", "source_idx": 53, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8875, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032,8064,12096,16128", "budget": 1327 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000055", "normalized_example_id": "ex_000055", "source_idx": 55, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2211, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032,8064,12096,16128", "budget": 1769 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000055", "normalized_example_id": "ex_000055", "source_idx": 55, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2211, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "4032,8064,12096,16128", "budget": 2211 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000055", "normalized_example_id": "ex_000055", "source_idx": 55, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2211, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{12}", "budget": 1185 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000057", "normalized_example_id": "ex_000057", "source_idx": 57, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1975, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{12}", "budget": 1580 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000057", "normalized_example_id": "ex_000057", "source_idx": 57, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1975, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{12}", "budget": 1975 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000057", "normalized_example_id": "ex_000057", "source_idx": 57, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1975, "c...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "BC", "budget": 3488 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_000058", "normalized_example_id": "ex_000058", "source_idx": 58, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5814, "c...