The 71-year-old Neal — the longest-serving member of the state’s all-Democratic congressional delegation — defeated 31-year-old Morse, seen as a political rising star after becoming one of Massachusetts’ youngest and only openly gay mayors since becoming chief executive of Holyoke in 2011 at age 22.