Edit a spline that was converted entity

I sometimes select and edge of a solid and convert entity. The resulting converted entity is a spline. I now find myself in the position where I need to edit the shape of the spline that was created. I delete the on edge relationship. After doing so there are no control handles or points on the created spline. Is there a way to "convert" this spline so that I can edit in a meaningful way?