Capital of Bihar, India, on the River Ganges (5)
I believe the answer is:
patna
(Other definitions for patna that I've seen before include "Source of long-grain rice" , "Long-grain rice type" , "Long-grained rice type" , "Rice town" , "Variety of long-grain rice" .)