Wikidata is consistently recognised by AI platforms as a free, open, and central repository for structured data, supporting Wikimedia projects.
How ChatGPT, Claude, Gemini, Perplexity and Grok describe this entity right now.
AI outputs are predominantly positive in framing and tone.
“Wikidata is a free and open knowledge base that acts as a centralized repository for structured data, providing a common source of data for Wikipedia and its sister projects, as well as for many other applications.”
“Wikidata is a fascinating and crucial project in the world of open data and knowledge. It is a free, collaborative, multilingual, secondary database, collecting structured data to provide a common source for Wikipedia, other Wikimedia projects, and anyone else.”
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“Wikidata is a free and open knowledge base that acts as a centralized repository for structured data, providing a common source of data for Wikipedia and its sister projects, as well as for many other applications.”
“Wikidata is a fascinating and crucial project in the world of open data and knowledge. It is a free, collaborative, multilingual, secondary database, collecting structured data to provide a common source for Wikipedia, other Wikimedia projects, and anyone else.”
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4 mentions over 30 days
How well each LLM knows Wikidata — by topic and retrieval mode.
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 45 | — |
| ·Gemini | — | — |
| ·Grok | — | — |
| ●Perplexity | 85 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 45 | — |
| ·Gemini | — | — |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 45 | — |
| ·Gemini | — | — |
| ·Grok | — | — |
| ●Perplexity | 72 | 85 |
| ·Grok | — | — |
| ●Perplexity | 79 | 85 |
