I'm no expert but Mempis to Little Rock seems to make more sense.
The first track wasn’t laid until 1858, from West Memphis to Madison, in what would become the Memphis and Little Rock Railroad.
http://onlyinark.com/arkansas-women-bloggers/count-railcars-railroads-arkansas/#