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You are entitled to the greater of your Social Security retirement benefit or 50% of your divorced spouse's benefit. See this link from the Social Security Administration for a definitive answer.
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Nothing changes when your ex-spouse dies. You will always receive the greater of 50% of your ex-spouse's benefit, or your separate benefit.