The Extracting Metadata for Preservation (EMP) Project, funded by the National Digital Information Infrastructure and Preservation (NDIIPP) Program, addresses the ongoing challenge of identifying proper names to improve authority control in metadata creation and extraction, as well as accuracy in end-user information access via web-based search and retrieval. As a collaboration among the University of Illinois at Urbana-Champaign, OCLC, and the University of Maryland, EMP researchers bring multidisciplinary perspectives from the library, computer science, and linguistics communities to the problem of high-quality identification and disambiguation of names. This presentation reports on three activities. First, we describe an open-source name extractor tool developed by computational linguists at Illinois, configured with a plug-in interface that lowers barriers of access to state-of-the-art research tools. Second, we demonstrate the use of this tool by integrating it into two applications developed at the collaborating institutions: summary views of FRBR-ized MARC records hosted at OCLC and metadata generated by CLiMB (Computational Linguistics for Metadata Building) at Maryland. Finally, we describe the results of evaluation that compares the output of EMP with previously available solutions. This research will be of interest to those who develop search interfaces, metadata creation tools, institutional repositories, and applications requiring names management.