ChiNovelKE provides human-annotated ground truth for evaluating five dimensions of narrative knowledge extraction across three classical Chinese novels:

Novel Genre Chapters Characters Relations Aliases Location Hierarchy

西游记 (Journey to the West) Fantasy 100 50 50 28 74

红楼梦 (Dream of the Red… See the full description on the dataset page: https://huggingface.co/datasets/mouseart2025/ChiNovelKE.