I don't know what it was called at that time, but there is a marker opposite War Eagle Creek from the mill outlining the role of the site in the Pea Ridge campaign.
You can see a photo of it on my website. Just scroll down and click the Photographs link:
http://www.exploresouthernhistory.com/ARWarEagle.html
Best,
Dale