Another Patrick Doherty marriage from Staffordshire BMD: 1875 to Winifred McGeaver at Stoke.
Doherty birth registrations 1877 & 1879, mmn McGiver/McGever in Hanley district.
It occurred to me that if the 1881 death was the correct one and he was 62, he may have been married before. I didn't see a death of a Winifred Doherty on either Staffs BMD or GRO.