MrMind comments on Open thread, Sept. 29 - Oct.5, 2014 - Less Wrong
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In order of (decreasing) reliability: through science, through expert consensus, through crowd-sourcing, through personal estimates.
Simply the set of sentences or events declared true. For a world-model to be useful those sentences are better to be relevant, that is, can be used to derive probabilities of the questions at hand.