London fog milk punch

For Vanilla Simple Syrup:
2 cups water
2 cups sugar
1 vanilla bean, split
For Rum Mix:
1 (750 milliliter) bottle white rum
2 tablespoons loose Earl Grey tea
1.5 cup lemon juice
For the Milk Mix:
2 cups whole milk
2 cinnamon sticks
7 whole cloves

source

Added more lemon