The document discusses text mining for recognizing organism and environment names in unstructured text. It describes using a comprehensive lexicon of organisms and environments along with expansion rules to recognize plural, adjective, and other forms in a flexible manner while filtering out common words. The text mining can be executed via a C++ batch tagger, Python API, or web service.