scott kelley , now 50 , has been arrested a decade after he fled the u.s with stepdaughter and her mother genevieve kelley .
the pair fled new hampshire in 2004 along genevieve kelley , mary 's mother , during a custody dispute with mark nunes , genevieve 's former husband and mary 's father .
genevieve , now 50 , handed herself in last november , but refused to give up the location of her husband and daughter , who had not been seen for a decade until this week .