I can only offer high-level guidance in a comment thread. But it sounds like you might benefit from collecting trigrams as well as bigrams. If mug tree stands are a product type but coffee mug trees are not, that should should up in your corpus and logs. Same with Christmas tree ornaments. Good luck!