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The "three" tragedies, are elaborated in the Slichah.... and the source of two of them is from a Megilas Taanis that is quoted in the Shulchan Aruch Arach Chaim (580).
In understanding the Shulchan Aruch, it becomes clear, that in fact there are FOUR tragedies.... and one is missing??