High Quality Content by WIKIPEDIA articles! West Point is a city in Harris and Troup Counties in the U.S. state of Georgia. As of the 2000 census, the city had a total population of 3,382. The Harris County portion of West Point is part of the Columbus, Georgia-Alabama Metropolitan Statistical Area, while the Troup County portion is part of the LaGrange Micropolitan Statistical Area.Its first name was Franklin (there is now another Franklin, Georgia). The town's current name comes from being near the westernmost point on the Chattahoochee River, where its southwestward flow from the mountains and by Atlanta quickly turns toward the south-southeast to form the state line with Alabama.