The Collaborative International Dictionary of English v.0.48:

Legitimize \Le*git"i*mize\ (l[-e]*j[i^]t"[i^]*m[imac]z), v. t.
   [imp. & p. p. Legitimized (-m[imac]zd); p. pr. & vb. n.
   Legitimizing.]
   To legitimate.
   [1913 Webster]