You can substitute navel oranges.
Cooking Light NOVEMBER 2005
Combine all ingredients in a large pitcher; stir until sugar dissolves. Cover and refrigerate for at least 4 hours or overnight. Remove cloves and cinnamon sticks before serving.
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Winter-Spiced Red Wine Sangria recipe