He spent four years compiling a concordance to the names of characters, animals, and plants in Tolkien's work, which was published in 1990 by Garland Press as A Tolkien Thesaurus.
During these years, Blackwelder was actively involved in Tolkien fandom, contributing frequently to Beyond Bree.