If you click on the base at the beginning of the supply chain, with the SUP (supply) tab displayed in the Display Lines tab group at the bottom of the screen there will be a green line connecting the base to its SEP.
If the base has newly arrived on the map it may not have a SEP yet as they don't get allocated until the routine supply events at 06:00 and 18:00 hrs.