If I am still mistaken its in North Little Rock, near Camp Robinson and I think its still in operation but not as an orphanage. You might try a search in a phone book.

This site has a picture of the orphanage at the bottom: http://elainerice.50megs.com/Album.htm As far as records etc maybe the archives at the Diocese of Arkansas.