A valid URI in SPARQL, which stands for SPARQL Protocol and RDF Query Language, is a Uniform Resource Identifier that follows the rules and conventions set forth in the W3C standards for representing resources such as web pages, documents, or any other entity on the internet. In SPARQL, URIs are used to identify and reference resources in RDF (Resource Description Framework) data, allowing users to perform queries and retrieve information about these resources.