Do the titles 'Jr.' and 'the Third' apply to adopted kids?

If John F. Kennedy Jr. and Carolyn Bessette-Kennedy were alive and, in 2003, adopted a Black child and changed his name to ‘John Kennedy,’ would he then be ‘John Kennedy the Third’? Or No since the kid is not biologically theirs?