You can make the dip ahead, but add the green onions just before serving.
Place the first 3 ingredients in a spice or coffee grinder, and process until finely ground.
Place spice mixture, turmeric, and pepper in a small skillet over medium heat; cook 1 minute or until fragrant.
Combine spice mixture, yogurt, and remaining ingredients in a medium bowl, stirring to combine.
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