Cut the vanilla pod lengthwise in halves.
Put all ingredients into a large pot and heat the contents, but do not let it boil.
When sufficiently heated through, turn off the heat, cover, and let the mixture sit for at least three hours or overnight.
Reheat the wine and strain out the cloves, cinnamon sticks, and vanilla bean before serving. Don’t forget to add in your orange pieces as a garnish!