City founded where the Fosse Way crosses the River Soar (9)
I believe the answer is:
leicester
(Other definitions for leicester that I've seen before include "Orange kind of cheese" , "royal favourite" , "English cheese, maybe red" , "Queen's favourite" , "At Richmond Palace a favourite" .)