It is hard to tell without knowing the actual instructions given to GPT for how to create a description. You would expect a big difference if GPT was asked to create a whimsical and imaginative description vs a literal description with attention to detail accuracy.

Edit:In this case, it appears that it was a vanilla prompt "Write a prompt for an AI to make this image. Just return the prompt, don't say anything else.'