Current experimental systems in industry, government, and the military take advantage of knowledge-based processing. For example, the Defense Advanced Research Projects Agency (DARPA), and the United States Geological Survey (USGS) are supporting the develop- ment of information systems that contain diverse, vast, and growing repositories of data (e.g., vast databases storing geographic informa- tion). These systems require powerful reasoning capabilities...