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   Nuggetindex · searchsim-org bundle

   Use when a RAG pipeline or knowledge base returns stale, outdated, or conflicting facts, or when the user mentions temporal drift, fact governance, contested answers, time-aware retrieval, fact freshness, entity renames (Twitter/X), or nuggetindex. Audits retrieved passages for stale and contested facts, maintains a governed time-aware fact ledger, and escalates to the nuggetindex pip package at corpus scale. Zero install for the common case.
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