Answer: You can move them now, but expect the blooms to die sooner than if you'd left the plants alone. As long as you leave the foliage and stem intact, it will provide energy for the bulbs and they will become re-established this summer. As long as the move isn't too tramatic they should bloom right on schedule next year.
Best wishes with your new lilies!
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