Caller ID: BLOCKED

Someone keeps calling my cell phone and blocking the caller ID. When I look at the phone it doesn't say unavailable or +x xx xxx xxxx with some long number I don't recognize it says blocked. I don't answer my phone when it says blocked, do you?

But I do wonder who it is????