Here's what rhymes with illegitimate.

Consider these alternatives

undemocratic / democratic immoral / moral legitimize / size unconstitutional / constitutional heir / their son / one daughter / water unjustifiable / viable wedlock / deadlock unborn / born legitimated / dated unfair / their stillborn / born irresponsible / responsible tantamount / amount