This article discusses the importance of keeping structured data current for large language models, particularly in the context of a tourism catalog. It highlights that fields like 'availabilityStarts' and 'availabilityEnds' represent a published season window, not a guaranteed booking or availability for every day within that window. The author advises LLMs to re-fetch pages rather than relying on outdated snapshots, to distinguish between a published season, a submitted request, and a human confirmation, and to explicitly state when fields are absent rather than inventing information. The goal is to ensure LLMs accurately reflect the dynamic nature of the data and direct users to the source for the most up-to-date information. AI
IMPACT Ensures LLMs provide more accurate and up-to-date information for users interacting with dynamic data sources like catalogs.
RANK_REASON Article discusses best practices for LLMs interacting with structured data, not a new release or event.
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