These scientists saw the coronavirus coming. Now they're trying to stop the next pandemic before it starts.

When you read an article with the same title as this blog post, it is one among many clamoring for attention. There is so much that can be qualified as not worth your time. In this blogpost I describe my way of adding value for articles that I think are worthwhile.

What I do is look for people in the article. In this article it is a Jonathan Epstein. The first thing is to look for Jonathan in Wikidata. Disambiguation is the name of the game and, finding candidates who might be Jonathan is the first step. Jonathan proved to be Jonathan H Epstein, there was also a Jonathan H. Epstein. Because of sharing characteristics they could be merged. Vital in this are authority identifiers and links to papers that make it reasonable to assume that they are the same person. It is helpful when Jonathan is part of the disambiguation list when people look for "Jonathan Epstein" so it is added as an alias.

The next step is to enrich the data about Jonathan P.. Authorities may identify where he works and from the website of Columbia university additional information is digested into Wikidata statements, information like the alma maters. In Wikidata many authors are only known as "author name strings", meaning they are only known as text. With available tooling, papers are linked to Q88406948, the identifier for our Jonathan.

After these steps, there is a reasonable impression of the relevance of Jonathan as a scholar and this supports the likelihood that the article that cites him can be trusted. Do this for others presented as authorities in an article and by repeating the process you provide a way for Wikidata to become a source that helps identify fake news.
Thanks,
      GerardM