The system uses a full-document ranker prompt (PAGE_RANKER_SYSTEM) that evaluates entire page bodies with target-last context caching, contrasting with the short-text snippet ranker prompt (RANKER_SYSTEM) used for 3-line snippets, while computing a median ranking across multiple samples in both modes.