The key is that these supply shocks are generally not included in estimated Phillips Curves, so that Phillips Curves missed their effects and over-predicted inflation.
The first favorable supply shock is the widely celebrated decline in health care costs, associated with the movement of firms to managed care plans and changes in the medical care market which lowered medical price inflation; this reduced benefit costs to firms, lowered the increase in overall labor costs, and reduced the pressure to raise prices.