1. Introduction Knowledge unification—the attempt to express diverse phenomena using a single coherent framework—is a driving force across scientific disciplines. In Physics, it manifests in the search for a Grand Unified Theory (GUT) and ultimately a Theory of Everything (TOE). In Mathematics, it appears in attempts to unify structures, logics, and foundations. In Information Science,…

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