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Abstract: We discuss the development of an environment for formal knowledge engineering. The Sigma system is an advance over previously developed systems in that it integrates a number of modern ontology development tools, which has motivated a number of research issues. Primary components include an ontology browsing and editing environment, a first order logic inference system and a natural l...