3. A system for candidate answer generation in a question answering system, comprising: a memory having computer readable instructions; and a processor for executing the computer readable instructions, the instructions including: receiving at least one passage responsive to a search of an information source, the search being implemented based on a query formulated from a natural language query; receiving provenance information for the at least one passage; searching a semi-structured source of information based on the provenance information; retrieving a substructure corresponding to the at least one passage from the semi-structured source of information, the substructure corresponding to structured text; and returning the substructure as a candidate answer to the natural language query; wherein the substructure is anchor text of the passage, and wherein the retrieving the substructure includes identifying a document containing the passage from a database look up table that stores document identifiers and corresponding lists of anchor text, the instructions further comprising identifying anchor texts in the list that match the anchor texts in the passage and selecting as candidate answers all of the anchor texts in the list that are present in the passage.
4. The system of claim 3 , wherein the anchor text includes text strings highlighted in the document, the text strings indicating hyperlinks to other documents.