For simple syrup: Place water and sugar in a small saucepan and bring to a simmer. Stir until sugar dissolves. Set aside and allow syrup to cool completely.
Place all ingredients and 4 cups water into a large pot and bring to a boil.
Stir for 1 minute as mixture boils. Remove from heat and cover. Allow mixture to steep for 2 to 4 hours.