In 1862, after Federal troops captured New Orleans and blockaded the mouth of the Mississippi River, Confederate forces under Maj. Gen. Richard Taylor established headquarters in central Louisiana and successfully stopped Maj. Gen. Nathaniel Banks' army in its drive to take west Louisiana. To furnish Taylor's army with supplies, a military road was established from Niblett's Bluff to Alexandria, passing through Vernon Parish.