I found a source online that also referred to this bridge as the Four Mile Bridge, so I'm assuming this is the common name for it. I've edited the bridge's entry accordingly.
I have heard this bridge referred to by a local (my grandfather) as the Four Mile Bridge, supposedly because it is four miles from Ottumwa. I have no idea if this was once a common name for it.