If the purple disease is not eradicated, a card is drawn from the bottom of the Infection Deck. 3 purple disease cubes are placed on this city. Then both cards are discarded to the Infection Discard Pile.
If the purple disease is eradicated, nothing happens. The card is simply discarded to the Player cards Discard Pile.