Java - Missing User When Querying Active Directory

In an application that I'm working on I'm using the "DirContext" to query Active Directory for users and permissions. A new user wasn't showing up in the query results. It turned out that since I was filtering my search on the City and he was set up without having an entry for City he wouldn't be returned in the search.