The historic capital city of Normandy on the River Seine (5)
I believe the answer is:
rouen
(Other definitions for rouen that I've seen before include "French city where Joan of Arc was burned" , "French community" , "Port on river Seine" , "French cathedral city" , "City in northern France" .)