The generated RDF was also validated for consistency and adherence to the NanoLinks semantic model using Shape Expressions (ShEx) . ShEx is a domain-specific language designed to validate RDF data by describing constraints on RDF triples. It offers a concise syntax that allows users to define shapes, which represent conditions that a given node must adhere to. Addition-