On page 308 of Valerie Quercia and Tim O'Reilly's X Window Systerm User's Guide (1993), volume 3 of the excellent X Window books pubished by O'Reilly, one finds:
The rgb.txt file, usually located in /usr/lib/X11, is supplied with the standard distribution of X and consists of predefined color...