You don't use morphmaps to convert a word into its base form. You use lemmatizer.
You can check out this link to see many lemmatizers available.
The Web version of WordNet already incorporates some software, it's not just plain search on the database. And even so, after lemmatization it's searching on the sense database (say, index.sense), not morphmaps database.