In the Veracity verification pipeline, Gemini uses the url_context tool to retrieve full web page content directly within the assessment call, eliminating the need for a separate external scraping step. The model evaluates that live page content against the specific groundingSupports segments attributed to the URL, categorizing claims into survived, lost, and distortions to generate the structured JSON used for the fidelity_score calculation.