task_categories:question-answering task_categories:text-generation language:zh language:en license:apache-2.0 size_categories:n<1K format:parquet format:optimized-parquet modality:text library:datasets library:pandas library:polars library:mlcroissant arxiv:2508.11987 region:us future-prediction benchmark llm-agents real-world-events