The purpose of https://www.random.org/draws/ (which is unfortunately currently down), is to do exactly that.

Also it is possible for any group to agree that they will all sign messages at a given time about a given source, and stick them on a blockchain. This then becomes proof that this group all agreed on what was displayed, at that time. This becomes a kind of public verification of what was there.