In TREC-8 QA, this is not a problem since every question is guaranteed to have at least one answer in the given document pool.
in the real world scenario such as a QA portal, it is conceived that the IE results based on the processing of the documents should be complemented by other knowledge sources such as e-copy of yellow pages or other manually maintained and updated data bases.