Any part of your body that you can legally play the ball with, comes into play for offside. So certainly not the elbow. 'Shoulder' is trickier to define - usually they aim to draw the line from the player's armpit.
Whilst Hoops was the VAR for the game, and I have zero confidence in that fat...