> The analogy would be if you "un-enrich" it.

But you're doing that with the same water you're trying to make in the first place!

You could just dilute it using fresh seawater, if you used enough and (maybe) spread it over a wider area. The amount of water people need for drinking is a relative drop in the ocean.