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22 January 2013, 17:13 | Updated: 22 January 2013, 17:17
The horse called Boo was discovered this afternoon by a passer-by.
He was captured with the help of a Norwich City scarf and fed carrots while he waited for the police to arrive.
Officers from Norfolk Police say "Boo" is now back in the possession of his owner.