I like to think Ben Beckman is one of the calamities.
Just think about it, the dude is a Yonkou's right hand man, at least on par with an Admiral, and wherever he goes he causes destruction. Just look at what he did to the mountain bandits in the very first chapter. Sure, they were weaklings compared to what we see today, but you can't say that it wasn't a clue.