Is this characterization of weak differentiablity exact?

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I think that $f$ is weakly differentiable if and only if there exists a sequence of smooth functions $f_n$, which converges locally to $f$ in $L^1$ and such that $f'_n$ is locally Cauchy in $L^1$. Then the weak differential is the (local) limit of $f'_n$ in $L^1$.

Is that true?

EDIT: I have deleted my wrong proof.

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It appears the theorem is true (if my understanding is exact). Here is a pic of Gilbarg and Trudinger, Elliptic partial differential equations of second order, thm. 7.4

Gilbarg and Trudinger 7.4