This is not surprising, and has much to do with how the reference databases are curated. There are many approaches and issues to deal with as described here:
It may come down to which of these classifications make sense given your study system. This is why we provide multiple avenues to classify sequences. You can also try the SILVA weighted classifiers.
In most cases, you are lucky to obtain a true species-level designation with short read data. See here: