1. A method comprising: receiving a result set, the result set including a plurality of individual search results of a query, each of the individual search results including a first search result part and a second search result part that is different from the first search result part, wherein: the first search result part is exactly one of a uniform resource locator (URL), a hostname from the URL, a title, a snippet, a label, or a label histogram, and the second search result part is exactly one of a URL, a hostname from the URL, a title, a snippet, a label, or a label histogram; determining, by operation of one or more computing devices, an interpretation of the query from the individual search results, the interpretation being represented as a result classification of the result set as a whole, the result classification including a result category and a result score for the result set, wherein determining the result classification comprises: for each of the plurality of individual search results: determining, based on the first search result part: a first search result part category for determining the interpretation of the query; and a corresponding first search result part score; determining, based on the second search result part: a second search result part category for determining the interpretation of the query; and a corresponding second search result part score; and determining an individual result category and a corresponding individual result score based on the first search result part category, the second search result part category, and a weighted combination of the first search result part score and second search result part score; and determining the result category and the result score for the result set based on the individual result categories and corresponding individual result scores; identifying, by operation of one or more computing devices, a page clement that corresponds to the interpretation of the query, based on the interpretation of the query as represented by the result classification; and providing for display a page that includes the page element in addition to at least a portion of the result set.