What solution is there besides choosing the sources you will ground your truth to? We are not going to transcend intermediaries when asking for answers from an intermediary.
I'm not sure how flippant you are being, but this is the answer. A wikipedia / wikidata for everything, with some metadata about how much "scientific consensus" there is on each data point, and perhaps links to competing theory if something is not well established.
In the past year, I have seen Wikipedia go from a decent source of information to complete fantasy on a specific topic. Obviously biased mods have completely pushed the particular subject narratives.
I'm not being flippant, actually. I would pay to have a reliable source of information. I'm also overwhelmed at the thought of how to make such a thing work.