A photo of people with cherry blossoms could be in many places, but if the majority of the people in the photo happen to be Japanese (and I'm curious how good LLMs are at determining the ethnicity of people now, and also curious if they would try to guess this if asked), it might guess Japan even if the cherry blossoms were in, say, Vancouver.