I don't know how they do this, but it seems like they condition the LLM to not use real-world knowledge. Or as little as possible, maybe for the article titles only.

I tried it with a few real-world things and it correctly hallucinated.

It's a feature, prompt tells the LLM to always invent new meanings to existing terms