Sounds like SKW. They actually do this a lot, and if they say come back they mean it. It used to be common to get hired there on the second (or even third) interview.

If it's someone else, who knows. You can always try again if you haven't found something else.

But I wouldn't put your life on hold either way, unless this is your dream job.