It was obviously designed to be a cunning way of limiting the expansion of the military-industrial complex; they can't just keep building adjacent pentagons because they don't tesselate.
Is the future of the Pentagon the Dodecahedron?
Though with the military budget, rerouting the river shouldn't be that hard to do. But the river also constitutes the boundary between Virginia and DC, so there may be political problems with that.