The statement that the entropy of an isolated system always increases over time is a foundational law of thermodynamics, representing a self-evident physical principle that does not require citation.
The claim expresses the Second Law of Thermodynamics, which is a foundational physical law defining the arrow of time and thermodynamic irreversibility. It is common knowledge within physics and general science, so no citation is needed.