if a word"beautiful" and "beauty" appears in the
target array, then for me both are one and the same

You may not have much company in that opinion. Beautiful is an adjective,
beauty is a noun. You can't take a sentence and that uses one of these words
and replace it with the other and end up with something that is gramatically
correct.