Bring sugar and 2 cups water to a boil in a large saucepan; boil mixture for 2 minutes. Add lemon juice and next 3 ingredients, stirring well. Cool.
Pour syrup into a pitcher. Stir in remaining 4 cups water. Serve tea over ice.
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