So I tried booking this sea view villa in Unawatuna on booking.com and got the same response that locals are not allowed even thought they are a couple working abroad.
Went to see the location of the “Good Karma Hospital” in Unawatuna. Fun fact - this bungalow, a teacher training college now, is the ancestral home of MP, Dr Harini Amarasuriya. Pretty spectacular.