I found it very disturbing that I couldn't describe whether the sine looked as it does by virtue of being its own second derivative, or whether it was its own second derivative by virtue of looking as it does. I still feel slightly uneasy that I can't assign a causal relationship in one direction or the other.

Causality doesn't have much meaning when applied to mathematics.