Wikidata ‘AI-Generated’ Property Value Drift by Domain
Tracks how quickly AI-generated labels and descriptions in Wikidata are corrected or reverted across domains like biology, history, and technology.
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About this data
This page monitors the persistence of AI hallucinations in Wikidata by measuring how often AI-generated property values—such as labels and descriptions—are updated or reverted. It tracks the median time since the last update for these values and the proportion of items corrected in the past seven days, broken down by domain. The data reveals how quickly human curators respond to inaccuracies across fields like biology, history, and technology, highlighting where AI-generated content remains unchecked the longest. No systematic tracking of this drift currently exists, making this a unique lens into the reliability of AI-assisted contributions in a major knowledge base.
Why this isn't published anywhere else
No existing sources track AI-generated value drift in Wikidata properties by domain systematically (e.g., live dashboards, recurring reports, or public datasets). The search results reference general Wikidata documentation, AI-related projects, and quality studies but do not cover this specific drift monitoring.
Uniqueness score 1.00 — assessed against live web search results when this subject was created.