This paper describes a method for improved access to publisher references in linked data RDF editors using mining techniques and large set of library metadata encoded the MARC21 standard. The corpus is comprised clustered sets publishers locations from records found POD Data Lake, an Ivy+ Library Consortium sharing initiative. Lake contains seventy million records, forty which are unique. disco...