Mix sugar, buttermilk, butter, soda and corn syrup and cook over medium heat in a large pot until it comes to a soft ball state. Cool to lukewarm and beat until creamy. Add vanilla, pour into a buttered 8 x 8-inch pan and score in squares while warm. Top each square with a pecan half.
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