It's not like this was a virgin piece of land that got discovered one day and suddenly we understood geology. The land was not considered remarkable until we noticed that it didn't conform to our recently acquired geological understanding. There are plenty of theories we haven't developed yet to explain the world around us, and after we create them, we will begin to notice exceptions that hadn't seemed exceptional before. So yes, this is bound to happen again and again.