Arthur __, prime minister 1902-1905 (7)
I believe the answer is:
balfour
(Other definitions for balfour that I've seen before include "Former PM" , "Tory PM" , "5,27 [PRIME MINISTER]" , "leader once" , "Prime minister nineteen hundred and two to nineteen hundred and five" .)