This paper describes a powerful, yet practical, formalism for modeling and controlling imprecise FD-based inference in relational database systems. The formalism provides a canonical representation of inference which uniies precise inference and the primitive imprecise inference mechanisms of abduction and partial deduction. Whereas other imprecise (partial) inference models estimate the probab...