No Caller ID

Morgan
So this lady called me from a "No Caller ID" number this morning and I answered, assuming it was one of my coworkers pranking me. Well I was wrong. It was a middle eastern woman talking about money and I hung up. And now they won't stop calling me! And I can't block the number because it's "No Caller ID". What do I do?