Since they've decided not to recover remains, we'll never be sure what they shot down. However, it seems very likely that they were indeed hobbyist balloons, and that they had radar reflection and radio announcement capabilities as required by existing law.
Probably not a good year to try repeating this stunt: https://en.wikipedia.org/wiki/Lawnchair_Larry_flight