1. One or more computer-readable storage media storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform a method for reconciling query results associated with multiple indices, the method comprising: at a computing device, receiving a search query having a first spelling; receiving a plurality of query results for the search query, each query result being derived from one of a plurality of indices, at least a first of the plurality of indices being associated with a lexicon that is specific to the computing device and at least a second of the plurality of indices being associated with a lexicon that is specific to web-based content; and selecting one or more of the received query results as most responsive to the search query.