1. A system for generating a decision network from text, the system comprising: an information extraction component that extracts a quantum of evidence and an associated confidence value from a given text segment; an evidence classifier that associates each quantum of evidence with one of a plurality of hypotheses; and a fusion engine that builds a decision network from the plurality of hypotheses, an associated base structure, the extracted quanta of evidence, and the confidence values.