I think the biggest problem with graphene has been manufacturing it at big enough sizes for practical applications. Coating the LED seems to be pretty ideal because it doesn't need a lot of surface area and can potentially be mass manufactured.
This falls short for the BBC, reads more like a promo... The article states that the bulbs will be 10% more energy efficient but not what it's comparing them against? Incandescent, fluorescent, latest gen LED?