(1) Genealogy-MBW is a real-life genealogical dataset from the Huapu System (https://www.zhonghuapu.com/). (2) Files: Genealogy-MBW-nodes.txt and Genealogy-MBW-edges.txt. Genealogy-MBW-nodes.txt: Nodes and their attributes. The attributes contain: id, gender, family ranking, adoptive family ranking, generation, generation-skipping value. When an attribute value is empty, it indicates that this attribute is not applicable. Genealogy-MBW-edges.txt: each edge includes a start node id and an end node id and their relationship type.