1871 census -which you posted a link to Gives Robert, Ann and 4 yr old daughter Jane (no George with them)
1881 Robert age 63 has p.o.b. Haltwhistle - is with wife Ann 42 b. Haltwhistle and children Jane,14, Robert 9, Elizabeth 6
why have you dismissed the baptism record from familysearch??
Suz