At first have no thrower, just designate an imaginary open side and break side.
The offence can win in two ways:
By reaching gate 1 before the defender reaches gate 2
By getting to gate 3 before the defender
This should teach the defender to prioritise the open side and to give the offence a few yards on the break side if they need to in order to ensure they stay on the open side.