My dad had the idea to cut the post an inch or two above the ground and put an adapter type sleeve on to put it back together but I am not finding that for the vertical post just the cross bar. Just going to dig it out and put it back in.
The distance would Be so the fence is just above the ground. Too deep and you are trenching the fence, too high and you are killing the point of the fence.
