Food that is merely washed might be processed, but is not ultra-processed according to the Nova classification [1]. There's an actual criteria that's being applied in these studies that concern ultra-processed food.
[1]: https://en.wikipedia.org/wiki/Nova_classification
And have you read their definition?
Yes. The Nova classifications are on the page I linked.