Similar how ? The training seems to have made a few wrong assumptions , but I might be wrong since I don't know your assumptions while training.
https://tools.wmflabs.org/wembedder/most-similar/Q355304#language=en
You miss "ocean" on this, and pickup "farmhouse", for instance ?
Do Wikipedia Categories or 'subclass of' affect anything here ?