That is a monument to the men murdered by Union militia at the Brown Farm Massacre.

Try this link for an account of the incident.

http://www.angelfire.com/mo3/bakerplantation/elijahgates/brownfarm.html

If the link doesn't work, just Google Brown Farm Massacre and you will find the story.