Yes, these are the same peppers that are used to stuff olives with. It's not common to find them in raw form in the US, but the seeds are readily available through garden catalogs if you'd like to grow your own. Pimentos are sweeter than bell peppers. Some varieties of pimentos are hot. They're enjoyed raw, pickled, roasted, and stuffed.
(Image: Kathryn Hill)