Based on the genealogy theory of landscape genes, this paper explores the genealogy of landscape genes and a construction mode known as “booklike”， while establishing a systematic framework for the geological cultural village based on their intrinsic relationship. The model adheres to the theoretical framework encompassing goals, meanings, functions, and characteristics and is systematically constructed through two approaches: “inheritance path” and “cultural narrative” of genetic information. Building upon this foundation, using Liantang Geological Cultural Village in Jiangshan City, Zhejiang Province as an example, we focus on its geological gene as the primary genetic lineage and construct a visible and accessible scroll model representing geological genes. Additionally, we consider cultural genes as secondary attachments by constructing an internal unique gene pedigree showcasing local folk cultural activities in scroll pattern form; meanwhile, an external unique gene pedigree is created to represent village layout and architectural style with distinct local characteristics. This research aims to provide both theoretical support for popularizing geoscience knowledge and practical guidance for constructing geological cultural villages while contributing to rural revitalization efforts.