Robin has said the song title came from the name of a race horse that he read about in a newspaper. 

He thought it sounded cool and worked it into the song.
The Bridge Of Sighs is a bridge that convicted prisoners would cross on their way to imprisonment or death and the last view of the city of Venice Italy.