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This is the process of dehydration of alcohols and it follows the $\mathrm{E1}$ mechanism in the rate determing step.
My proposed mechanism for it is:
In the third step, I have deprotonated the most acidic hydrogen.
However, the answer given in my workbook is:
I can't figure out...