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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": "208", "budget": 2629 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001019", "normalized_example_id": "ex_001019", "source_idx": 1019, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3286, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "208", "budget": 3286 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001019", "normalized_example_id": "ex_001019", "source_idx": 1019, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3286, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10\\frac{1}{3},10\\frac{2}{3}", "budget": 1936 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001022", "normalized_example_id": "ex_001022", "source_idx": 1022, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10\\frac{1}{3},10\\frac{2}{3}", "budget": 2581 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001022", "normalized_example_id": "ex_001022", "source_idx": 1022, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "10\\frac{1}{3},10\\frac{2}{3}", "budget": 3226 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001022", "normalized_example_id": "ex_001022", "source_idx": 1022, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3226, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3161 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001023", "normalized_example_id": "ex_001023", "source_idx": 1023, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5269, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4215 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001023", "normalized_example_id": "ex_001023", "source_idx": 1023, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5269, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 5269 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001023", "normalized_example_id": "ex_001023", "source_idx": 1023, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5269, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2:1", "budget": 2182 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001024", "normalized_example_id": "ex_001024", "source_idx": 1024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2:1", "budget": 2909 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001024", "normalized_example_id": "ex_001024", "source_idx": 1024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2:1", "budget": 3636 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001024", "normalized_example_id": "ex_001024", "source_idx": 1024, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3636, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2000}", "budget": 2810 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001026", "normalized_example_id": "ex_001026", "source_idx": 1026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2000}", "budget": 3747 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001026", "normalized_example_id": "ex_001026", "source_idx": 1026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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^{2000}", "budget": 4684 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001026", "normalized_example_id": "ex_001026", "source_idx": 1026, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4684, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7or14", "budget": 4435 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001030", "normalized_example_id": "ex_001030", "source_idx": 1030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7392, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7or14", "budget": 5914 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001030", "normalized_example_id": "ex_001030", "source_idx": 1030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7392, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7or14", "budget": 7392 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001030", "normalized_example_id": "ex_001030", "source_idx": 1030, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 7392, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{(1+e^{x})^{2}}", "budget": 2915 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001033", "normalized_example_id": "ex_001033", "source_idx": 1033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4858, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{(1+e^{x})^{2}}", "budget": 3886 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001033", "normalized_example_id": "ex_001033", "source_idx": 1033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4858, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{(1+e^{x})^{2}}", "budget": 4858 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001033", "normalized_example_id": "ex_001033", "source_idx": 1033, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4858, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18\\sqrt{2}", "budget": 626 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001039", "normalized_example_id": "ex_001039", "source_idx": 1039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1044, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18\\sqrt{2}", "budget": 835 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001039", "normalized_example_id": "ex_001039", "source_idx": 1039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1044, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "18\\sqrt{2}", "budget": 1044 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001039", "normalized_example_id": "ex_001039", "source_idx": 1039, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1044, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{23}{90}", "budget": 1783 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001040", "normalized_example_id": "ex_001040", "source_idx": 1040, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2972, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{23}{90}", "budget": 2378 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001040", "normalized_example_id": "ex_001040", "source_idx": 1040, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2972, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{23}{90}", "budget": 2972 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001040", "normalized_example_id": "ex_001040", "source_idx": 1040, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2972, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "237.5", "budget": 1692 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001041", "normalized_example_id": "ex_001041", "source_idx": 1041, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "237.5", "budget": 2256 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001041", "normalized_example_id": "ex_001041", "source_idx": 1041, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "237.5", "budget": 2820 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001041", "normalized_example_id": "ex_001041", "source_idx": 1041, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2820, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4971 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001042", "normalized_example_id": "ex_001042", "source_idx": 1042, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 6628 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001042", "normalized_example_id": "ex_001042", "source_idx": 1042, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 8285 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001042", "normalized_example_id": "ex_001042", "source_idx": 1042, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8285, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "512", "budget": 5800 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001044", "normalized_example_id": "ex_001044", "source_idx": 1044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "512", "budget": 7733 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001044", "normalized_example_id": "ex_001044", "source_idx": 1044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "512", "budget": 9666 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001044", "normalized_example_id": "ex_001044", "source_idx": 1044, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9666, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 3780 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001046", "normalized_example_id": "ex_001046", "source_idx": 1046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 5040 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001046", "normalized_example_id": "ex_001046", "source_idx": 1046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "15", "budget": 6300 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001046", "normalized_example_id": "ex_001046", "source_idx": 1046, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6300, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1)", "budget": 5440 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001047", "normalized_example_id": "ex_001047", "source_idx": 1047, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1)", "budget": 7253 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001047", "normalized_example_id": "ex_001047", "source_idx": 1047, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 1)", "budget": 9066 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001047", "normalized_example_id": "ex_001047", "source_idx": 1047, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 9066, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\frac{1}{3}, y=\\frac{2}{3}", "budget": 1492 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001049", "normalized_example_id": "ex_001049", "source_idx": 1049, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2486, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\frac{1}{3}, y=\\frac{2}{3}", "budget": 1989 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001049", "normalized_example_id": "ex_001049", "source_idx": 1049, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2486, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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=\\frac{1}{3}, y=\\frac{2}{3}", "budget": 2486 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001049", "normalized_example_id": "ex_001049", "source_idx": 1049, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2486, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,5,7", "budget": 4987 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001050", "normalized_example_id": "ex_001050", "source_idx": 1050, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8311, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,5,7", "budget": 6649 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001050", "normalized_example_id": "ex_001050", "source_idx": 1050, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8311, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1,3,5,7", "budget": 8311 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001050", "normalized_example_id": "ex_001050", "source_idx": 1050, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8311, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-3,2,-1)", "budget": 888 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001053", "normalized_example_id": "ex_001053", "source_idx": 1053, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-3,2,-1)", "budget": 1184 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001053", "normalized_example_id": "ex_001053", "source_idx": 1053, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(-3,2,-1)", "budget": 1480 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001053", "normalized_example_id": "ex_001053", "source_idx": 1053, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1480, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1014 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001056", "normalized_example_id": "ex_001056", "source_idx": 1056, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1352 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001056", "normalized_example_id": "ex_001056", "source_idx": 1056, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1690 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001056", "normalized_example_id": "ex_001056", "source_idx": 1056, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1690, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslantx\\leqslant2", "budget": 1087 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001057", "normalized_example_id": "ex_001057", "source_idx": 1057, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1811, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslantx\\leqslant2", "budget": 1449 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001057", "normalized_example_id": "ex_001057", "source_idx": 1057, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1811, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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\\leqslantx\\leqslant2", "budget": 1811 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001057", "normalized_example_id": "ex_001057", "source_idx": 1057, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1811, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1/3,2/3", "budget": 3566 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001060", "normalized_example_id": "ex_001060", "source_idx": 1060, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5943, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1/3,2/3", "budget": 4754 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001060", "normalized_example_id": "ex_001060", "source_idx": 1060, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5943, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1/3,2/3", "budget": 5943 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001060", "normalized_example_id": "ex_001060", "source_idx": 1060, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5943, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{0}=\\frac{1}{5}", "budget": 3634 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001061", "normalized_example_id": "ex_001061", "source_idx": 1061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6056, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{0}=\\frac{1}{5}", "budget": 4845 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001061", "normalized_example_id": "ex_001061", "source_idx": 1061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6056, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "a_{0}=\\frac{1}{5}", "budget": 6056 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001061", "normalized_example_id": "ex_001061", "source_idx": 1061, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6056, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 0, 1), (0, 1, 3), (2, 1, 5)", "budget": 4868 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001064", "normalized_example_id": "ex_001064", "source_idx": 1064, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8114, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 0, 1), (0, 1, 3), (2, 1, 5)", "budget": 6491 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001064", "normalized_example_id": "ex_001064", "source_idx": 1064, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8114, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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, 0, 1), (0, 1, 3), (2, 1, 5)", "budget": 8114 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001064", "normalized_example_id": "ex_001064", "source_idx": 1064, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 8114, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(2,1),(4,2)", "budget": 3498 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001065", "normalized_example_id": "ex_001065", "source_idx": 1065, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(2,1),(4,2)", "budget": 4664 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001065", "normalized_example_id": "ex_001065", "source_idx": 1065, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "(1,1),(2,1),(4,2)", "budget": 5830 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001065", "normalized_example_id": "ex_001065", "source_idx": 1065, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 5830, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,5,7", "budget": 1933 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001066", "normalized_example_id": "ex_001066", "source_idx": 1066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,5,7", "budget": 2578 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001066", "normalized_example_id": "ex_001066", "source_idx": 1066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "2,4,5,7", "budget": 3222 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001066", "normalized_example_id": "ex_001066", "source_idx": 1066, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3222, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 1833 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001067", "normalized_example_id": "ex_001067", "source_idx": 1067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3055, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2444 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001067", "normalized_example_id": "ex_001067", "source_idx": 1067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3055, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3055 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001067", "normalized_example_id": "ex_001067", "source_idx": 1067, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3055, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 1925 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001069", "normalized_example_id": "ex_001069", "source_idx": 1069, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3208, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 2566 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001069", "normalized_example_id": "ex_001069", "source_idx": 1069, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3208, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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}{16}", "budget": 3208 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001069", "normalized_example_id": "ex_001069", "source_idx": 1069, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3208, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{48}{5}\\sqrt{6}", "budget": 2235 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001070", "normalized_example_id": "ex_001070", "source_idx": 1070, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{48}{5}\\sqrt{6}", "budget": 2980 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001070", "normalized_example_id": "ex_001070", "source_idx": 1070, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{48}{5}\\sqrt{6}", "budget": 3725 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001070", "normalized_example_id": "ex_001070", "source_idx": 1070, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3725, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2329 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001071", "normalized_example_id": "ex_001071", "source_idx": 1071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3105 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001071", "normalized_example_id": "ex_001071", "source_idx": 1071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 3881 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001071", "normalized_example_id": "ex_001071", "source_idx": 1071, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 3881, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{15}", "budget": 1170 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001072", "normalized_example_id": "ex_001072", "source_idx": 1072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{15}", "budget": 1560 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001072", "normalized_example_id": "ex_001072", "source_idx": 1072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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{7}{15}", "budget": 1950 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001072", "normalized_example_id": "ex_001072", "source_idx": 1072, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1950, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 4051 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001074", "normalized_example_id": "ex_001074", "source_idx": 1074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 5402 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001074", "normalized_example_id": "ex_001074", "source_idx": 1074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "1", "budget": 6752 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001074", "normalized_example_id": "ex_001074", "source_idx": 1074, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 6752, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "8", "budget": 1724 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001075", "normalized_example_id": "ex_001075", "source_idx": 1075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2299 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001075", "normalized_example_id": "ex_001075", "source_idx": 1075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step 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": 2874 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001075", "normalized_example_id": "ex_001075", "source_idx": 1075, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2874, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 2561 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001076", "normalized_example_id": "ex_001076", "source_idx": 1076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 3414 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001076", "normalized_example_id": "ex_001076", "source_idx": 1076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "7", "budget": 4268 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001076", "normalized_example_id": "ex_001076", "source_idx": 1076, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 4268, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y^{(n)}=(-1)^{n+1}\\cdot\\frac{n!}{(x+1)^{n+1}}", "budget": 1589 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001080", "normalized_example_id": "ex_001080", "source_idx": 1080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y^{(n)}=(-1)^{n+1}\\cdot\\frac{n!}{(x+1)^{n+1}}", "budget": 2118 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001080", "normalized_example_id": "ex_001080", "source_idx": 1080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "y^{(n)}=(-1)^{n+1}\\cdot\\frac{n!}{(x+1)^{n+1}}", "budget": 2648 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001080", "normalized_example_id": "ex_001080", "source_idx": 1080, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 2648, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{1}{4}\\cdot(\\arccosx)^{4}+\\arccosx+C", "budget": 918 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001081", "normalized_example_id": "ex_001081", "source_idx": 1081, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1530, ...
[ { "role": "system", "content": "You are a reasoning control agent that guides a step-by-step mathematical reasoner.\n\nEach turn you receive the reasoner's latest step and the remaining token budget (as a percentage). On the first turn you receive the question instead. Considering the reasoner's current pro...
{ "answer": "-\\frac{1}{4}\\cdot(\\arccosx)^{4}+\\arccosx+C", "budget": 1224 }
{ "data_type": "full_prompt_per_prompt_calibrated_budget", "source_example_id": "ex_001081", "normalized_example_id": "ex_001081", "source_idx": 1081, "augmentation": "online_rl_full_prompt_per_prompt_calibrated_budget", "budget_source": "per_prompt_calibrated_length_ratios", "calibrated_length": 1530, ...