This line shows up on an 1895 railroad map as owned by the Missouri Pacific.
It was abandoned in two parts: Sweet Springs to Sedalia in the 1960s, and the rest of the line between Lexington and Sweet Springs in the 1970s.
Thanks to Jim Arndt for contributing information about this route.