Then like you say

"SELECT * FROM tags WHERE tagname = 'baseball'"
or Questions you can try with something like
"SELECT * FROM tags WHERE tagname LIKE 'baseball'"
also can do with regular extensions but i think is not necessary.
It is quite simple query why give wrong answers. I advise you to list your rows again and carefully view it.
Good luck