Use the following DELETE request to delete the thesaurus and all thesaurus entries:

DELETE /gsadmin/v1/cloud/thesaurus

To remove an individual entry from the thesaurus, but not the thesaurus itself, use the POST method (with a ZIP file) to replace the existing Thesaurus configuration with one that does not include the entry that you want to remove.