I've seen it done; sometimes it takes a few months because it's simple and nobody cares, other times it takes years.
And often the city council is itself playing the long game; waiting for the pawn shop and 7/11 to go out of business or sell, and then they snap it up, bulldoze it, and sell it to a developer who will build what they envision for the plot.