The butter, sugar, pecans, and graham cracker crumbs should all be combined in a large mixing basin. Place it in the bottom of a 9-inch springform pan and press it firmly.
In a large mixing bowl, combine the cream cheese, sugar, and Vanilla bean paste until smooth. One by one, add the eggs and mix well between each addition.
Stir in sour cream until well combined. Pour over the crust.
Bake for an hour, or until the middle is set. Allow it cool in the oven for an hour with the door open.
Refrigerate for at least 3 hours or overnight.
Before serving, drizzle with caramel sauce and sprinkle with pecans.