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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": "9.9", "budget": 8433 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002563", "normalized_example_id": "ex_002563", "source_idx": 2563, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8433, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "5", "budget": 1490 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002564", "normalized_example_id": "ex_002564", "source_idx": 2564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 1987 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002564", "normalized_example_id": "ex_002564", "source_idx": 2564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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", "budget": 2484 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002564", "normalized_example_id": "ex_002564", "source_idx": 2564, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2484, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 5899 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002565", "normalized_example_id": "ex_002565", "source_idx": 2565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 7866 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002565", "normalized_example_id": "ex_002565", "source_idx": 2565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "36", "budget": 9832 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002565", "normalized_example_id": "ex_002565", "source_idx": 2565, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9832, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 2024 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002568", "normalized_example_id": "ex_002568", "source_idx": 2568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3373, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 2698 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002568", "normalized_example_id": "ex_002568", "source_idx": 2568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3373, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "600", "budget": 3373 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002568", "normalized_example_id": "ex_002568", "source_idx": 2568, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3373, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2750 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002570", "normalized_example_id": "ex_002570", "source_idx": 2570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3667 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002570", "normalized_example_id": "ex_002570", "source_idx": 2570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4584 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002570", "normalized_example_id": "ex_002570", "source_idx": 2570, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4584, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "b = 9, c = 14", "budget": 5765 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002572", "normalized_example_id": "ex_002572", "source_idx": 2572, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "b = 9, c = 14", "budget": 7687 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002572", "normalized_example_id": "ex_002572", "source_idx": 2572, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "b = 9, c = 14", "budget": 9609 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002572", "normalized_example_id": "ex_002572", "source_idx": 2572, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9609, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15\\mathrm{~}", "budget": 4347 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002573", "normalized_example_id": "ex_002573", "source_idx": 2573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15\\mathrm{~}", "budget": 5796 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002573", "normalized_example_id": "ex_002573", "source_idx": 2573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15\\mathrm{~}", "budget": 7245 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002573", "normalized_example_id": "ex_002573", "source_idx": 2573, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7245, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 4337 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002574", "normalized_example_id": "ex_002574", "source_idx": 2574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 5782 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002574", "normalized_example_id": "ex_002574", "source_idx": 2574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 7228 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002574", "normalized_example_id": "ex_002574", "source_idx": 2574, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7228, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1474 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002575", "normalized_example_id": "ex_002575", "source_idx": 2575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2457, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1966 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002575", "normalized_example_id": "ex_002575", "source_idx": 2575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2457, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 2457 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002575", "normalized_example_id": "ex_002575", "source_idx": 2575, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2457, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1051 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002579", "normalized_example_id": "ex_002579", "source_idx": 2579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002579", "normalized_example_id": "ex_002579", "source_idx": 2579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1752 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002579", "normalized_example_id": "ex_002579", "source_idx": 2579, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14763", "budget": 3757 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002584", "normalized_example_id": "ex_002584", "source_idx": 2584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6261, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14763", "budget": 5009 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002584", "normalized_example_id": "ex_002584", "source_idx": 2584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6261, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "14763", "budget": 6261 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002584", "normalized_example_id": "ex_002584", "source_idx": 2584, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6261, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{isn't possible to go from}\\ x^2+4x+3\\ \\text{to}\\ x^2+10x+9", "budget": 2953 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002585", "normalized_example_id": "ex_002585", "source_idx": 2585, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{isn't possible to go from}\\ x^2+4x+3\\ \\text{to}\\ x^2+10x+9", "budget": 3937 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002585", "normalized_example_id": "ex_002585", "source_idx": 2585, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\text{isn't possible to go from}\\ x^2+4x+3\\ \\text{to}\\ x^2+10x+9", "budget": 4921 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002585", "normalized_example_id": "ex_002585", "source_idx": 2585, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4921, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 2528 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002590", "normalized_example_id": "ex_002590", "source_idx": 2590, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 3370 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002590", "normalized_example_id": "ex_002590", "source_idx": 2590, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "40", "budget": 4213 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002590", "normalized_example_id": "ex_002590", "source_idx": 2590, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4213, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 949 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002591", "normalized_example_id": "ex_002591", "source_idx": 2591, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1265 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002591", "normalized_example_id": "ex_002591", "source_idx": 2591, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "6", "budget": 1581 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002591", "normalized_example_id": "ex_002591", "source_idx": 2591, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1581, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 1118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002592", "normalized_example_id": "ex_002592", "source_idx": 2592, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 1491 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002592", "normalized_example_id": "ex_002592", "source_idx": 2592, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "43", "budget": 1864 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002592", "normalized_example_id": "ex_002592", "source_idx": 2592, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1864, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 4838 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002593", "normalized_example_id": "ex_002593", "source_idx": 2593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8064, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 6451 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002593", "normalized_example_id": "ex_002593", "source_idx": 2593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8064, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "f(x) = x", "budget": 8064 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002593", "normalized_example_id": "ex_002593", "source_idx": 2593, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8064, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 4119 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002594", "normalized_example_id": "ex_002594", "source_idx": 2594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 5492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002594", "normalized_example_id": "ex_002594", "source_idx": 2594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "20", "budget": 6865 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002594", "normalized_example_id": "ex_002594", "source_idx": 2594, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6865, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 4153 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002599", "normalized_example_id": "ex_002599", "source_idx": 2599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6922, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 5538 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002599", "normalized_example_id": "ex_002599", "source_idx": 2599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6922, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n", "budget": 6922 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002599", "normalized_example_id": "ex_002599", "source_idx": 2599, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6922, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1130 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002602", "normalized_example_id": "ex_002602", "source_idx": 2602, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1883, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1506 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002602", "normalized_example_id": "ex_002602", "source_idx": 2602, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1883, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1883 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002602", "normalized_example_id": "ex_002602", "source_idx": 2602, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1883, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{25}{2}", "budget": 5438 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002603", "normalized_example_id": "ex_002603", "source_idx": 2603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{25}{2}", "budget": 7250 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002603", "normalized_example_id": "ex_002603", "source_idx": 2603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{25}{2}", "budget": 9063 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002603", "normalized_example_id": "ex_002603", "source_idx": 2603, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9063, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11", "budget": 646 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002608", "normalized_example_id": "ex_002608", "source_idx": 2608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1077, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11", "budget": 862 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002608", "normalized_example_id": "ex_002608", "source_idx": 2608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1077, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "11", "budget": 1077 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002608", "normalized_example_id": "ex_002608", "source_idx": 2608, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1077, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1659 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002609", "normalized_example_id": "ex_002609", "source_idx": 2609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 2212 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002609", "normalized_example_id": "ex_002609", "source_idx": 2609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "12", "budget": 2765 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002609", "normalized_example_id": "ex_002609", "source_idx": 2609, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2765, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 802 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002611", "normalized_example_id": "ex_002611", "source_idx": 2611, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 1070 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002611", "normalized_example_id": "ex_002611", "source_idx": 2611, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "3000", "budget": 1337 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002611", "normalized_example_id": "ex_002611", "source_idx": 2611, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1337, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 666 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002612", "normalized_example_id": "ex_002612", "source_idx": 2612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 888 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002612", "normalized_example_id": "ex_002612", "source_idx": 2612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2", "budget": 1110 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002612", "normalized_example_id": "ex_002612", "source_idx": 2612, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1110, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1456 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002616", "normalized_example_id": "ex_002616", "source_idx": 2616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1942 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002616", "normalized_example_id": "ex_002616", "source_idx": 2616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2427 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002616", "normalized_example_id": "ex_002616", "source_idx": 2616, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2427, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,85,79", "budget": 1375 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002617", "normalized_example_id": "ex_002617", "source_idx": 2617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2292, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,85,79", "budget": 1834 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002617", "normalized_example_id": "ex_002617", "source_idx": 2617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2292, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "91,85,79", "budget": 2292 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002617", "normalized_example_id": "ex_002617", "source_idx": 2617, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2292, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 2892 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002618", "normalized_example_id": "ex_002618", "source_idx": 2618, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 3856 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002618", "normalized_example_id": "ex_002618", "source_idx": 2618, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\frac{1}{8}", "budget": 4820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002618", "normalized_example_id": "ex_002618", "source_idx": 2618, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{4}", "budget": 4802 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002619", "normalized_example_id": "ex_002619", "source_idx": 2619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{4}", "budget": 6402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002619", "normalized_example_id": "ex_002619", "source_idx": 2619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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 \\sqrt{3}}{4}", "budget": 8003 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002619", "normalized_example_id": "ex_002619", "source_idx": 2619, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8003, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(A) } T = 2T_0 \\text{ regardless of the value of } \\theta_0", "budget": 3205 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002622", "normalized_example_id": "ex_002622", "source_idx": 2622, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5341, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(A) } T = 2T_0 \\text{ regardless of the value of } \\theta_0", "budget": 4273 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002622", "normalized_example_id": "ex_002622", "source_idx": 2622, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5341, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "\\textbf{(A) } T = 2T_0 \\text{ regardless of the value of } \\theta_0", "budget": 5341 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002622", "normalized_example_id": "ex_002622", "source_idx": 2622, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5341, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3),(3,13),(13,3)", "budget": 5286 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002623", "normalized_example_id": "ex_002623", "source_idx": 2623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8810, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3),(3,13),(13,3)", "budget": 7048 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002623", "normalized_example_id": "ex_002623", "source_idx": 2623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8810, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(3,3),(3,13),(13,3)", "budget": 8810 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002623", "normalized_example_id": "ex_002623", "source_idx": 2623, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8810, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1024 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002629", "normalized_example_id": "ex_002629", "source_idx": 2629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1707, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1366 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002629", "normalized_example_id": "ex_002629", "source_idx": 2629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1707, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1707 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002629", "normalized_example_id": "ex_002629", "source_idx": 2629, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1707, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2055 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002630", "normalized_example_id": "ex_002630", "source_idx": 2630, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2740 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002630", "normalized_example_id": "ex_002630", "source_idx": 2630, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3425 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002630", "normalized_example_id": "ex_002630", "source_idx": 2630, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3425, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 4", "budget": 5800 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002632", "normalized_example_id": "ex_002632", "source_idx": 2632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 4", "budget": 7734 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002632", "normalized_example_id": "ex_002632", "source_idx": 2632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "n = 4", "budget": 9667 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002632", "normalized_example_id": "ex_002632", "source_idx": 2632, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9667, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n}+2n-1", "budget": 1520 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002633", "normalized_example_id": "ex_002633", "source_idx": 2633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n}+2n-1", "budget": 2027 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002633", "normalized_example_id": "ex_002633", "source_idx": 2633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{n}+2n-1", "budget": 2534 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_002633", "normalized_example_id": "ex_002633", "source_idx": 2633, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2534, ...