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Okay, I got this fixed. I had to install it responding "yes" to the above question, and then manually extract the tools from the ISO and then run:...
My Ubuntu VM was installed using the Minimal CD, and I'm using LightDM and i3. After mounting the Parallels Tools disk, this is what I get...