To check whether we can actually learn a knowledge base that is useful for general purpose reasoning from a real-world database, we looked at a database of Tuberculosis patients in San Francisco.  This is a database gathered at the TB clinic, and is used by the health-care professionals to reason about transmission of TB and to perform TB control.