For those that are wondering like me: https://blog.apnic.net/2020/08/21/chromiums-impact-on-root-d...
Essentially, it generated 3 random, single-label (so, "TLD") queries, and ran them through DNS. Whatever recurser that lands at obviously wouldn't have random junk in its cache (unlike probably any other root record) and thus had to go to the root servers for it.
They did this to try to not display an omnibox result for single words (the example in the article is "marketing") on what I'm going to just call "broken networks"; see TFA if you're curious.
If you're already running your own recursive resolver on reasonably up-to-date software it can be surprisingly easy to set this up; see rfc8806 for some config examples.
Other reasons why you might do it are covered in rfc8806 - slightly reduced latency on cold-cache DNS queries, added resilience against DoS attacks against root DNS servers.