In a saucepan, cook cranberries in 2 cups water until they pop.
Strain through a fine sieve, reserving juice and discarding skins; set aside.
In a large saucepan, combine sugar, candies, cloves and remaining water.
Cook until candies are dissolved.
Add orange and lemon juices and reserved cranberry juice; heat through.