This document discusses building a heterogeneous network of digital libraries on the semantic web. It motivates the use of semantic digital libraries by describing how they integrate information from different metadata sources and provide interoperability. It then introduces JeromeDL, an open source semantic digital library, and describes its key components like the MarcOnt ontology and mediation services for legacy metadata. Finally, it discusses the Extensible Library Protocol for querying between semantic digital libraries and future work.