This is Weyl lemma, with the representative condition needed for pointwise smoothness. Choose a smooth radial nonnegative mollifier of mass one. On interior domains, is smooth and harmonic because .
Fix a smaller interior neighborhood and a radial mollifier whose support stays inside the domain there. The mean value property for harmonic functions implies when is sufficiently small: a radial average is a weighted average of spherical means, all equal to the center value.
As , in , while locally uniformly. The latter follows by bounding the difference by times the local error on a slightly larger compact set. Thus almost everywhere locally. The right side is smooth, and its Laplacian is zero, providing a smooth harmonic representative. These representatives agree on overlapping neighborhoods since continuous functions agreeing almost everywhere agree everywhere.
The given uniqueness of the canonical upper semicontinuous representative identifies this smooth function with . Since the question assumes , it follows that pointwise. An arbitrary null-set modification of a harmonic distribution would not have that conclusion.

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