I have these wheels (the BMW ones) too, a set of five with centre caps and tyres cost me £200 about three years ago.
However I am now down to two centre caps having scattered the rest across the motorway system somewhere! Cleverly I have put them on the same side of the car, so I can park good side out for photos

They are the wrong size for the golf though really so good luck!