Hey! I’m on the team working on this. The semantic web comparison is pretty close to how we think about this.

One key difference is that we’re using LLMs to create structured data on the fly based on the query. That means we don't need to relying on webmasters to explicitly annotate pages with metadata which in my view was one of the main reasons why the semantic web did not work out.