[guided]We pass to the limit on both sides of the inequality from Step 2.
*Right-hand side: $|Du_k|(B) \to |Du|(B)$.* This is the strict convergence guaranteed by [BV Smooth Approximation](/theorems/3131). Multiplying by the constant $C(n) \, r$:
\begin{align*}
\lim_{k \to \infty} C(n) \, r \, |Du_k|(B) = C(n) \, r \, |Du|(B).
\end{align*}
*Left-hand side: convergence of means.* Since $u_k \to u$ in $L^1(B)$, the means
\begin{align*}
(u_k)_B = \frac{1}{\mathcal{L}^n(B)} \int_B u_k \, d\mathcal{L}^n
\end{align*}
converge to $u_B = \mathcal{L}^n(B)^{-1} \int_B u \, d\mathcal{L}^n$. Quantitatively,
\begin{align*}
|(u_k)_B - u_B| = \frac{1}{\mathcal{L}^n(B)} \left| \int_B (u_k - u) \, d\mathcal{L}^n \right| \le \frac{1}{\mathcal{L}^n(B)} \int_B |u_k - u| \, d\mathcal{L}^n = \frac{\|u_k - u\|_{L^1(B)}}{\mathcal{L}^n(B)} \to 0.
\end{align*}
*Lower semicontinuity of the LHS.* We show $\liminf_k \int_B |u_k - (u_k)_B| \, d\mathcal{L}^n \ge \int_B |u - u_B| \, d\mathcal{L}^n$. By the triangle inequality applied pointwise,
\begin{align*}
|u_k(x) - (u_k)_B| \ge |u(x) - u_B| - |u_k(x) - u(x)| - |(u_k)_B - u_B|.
\end{align*}
Integrating over $x \in B$,
\begin{align*}
\int_B |u_k - (u_k)_B| \, d\mathcal{L}^n \ge \int_B |u - u_B| \, d\mathcal{L}^n - \|u_k - u\|_{L^1(B)} - \mathcal{L}^n(B) \, |(u_k)_B - u_B|.
\end{align*}
Both error terms $\|u_k - u\|_{L^1(B)}$ and $\mathcal{L}^n(B) \, |(u_k)_B - u_B|$ tend to $0$ as $k \to \infty$, the first by hypothesis and the second by the means convergence above. Taking $\liminf_k$ on both sides:
\begin{align*}
\liminf_{k \to \infty} \int_B |u_k - (u_k)_B| \, d\mathcal{L}^n \ge \int_B |u - u_B| \, d\mathcal{L}^n.
\end{align*}
(Equivalently, by the dominated/triangle reverse argument, $\int_B |u_k - (u_k)_B|\,d\mathcal{L}^n \to \int_B |u - u_B|\,d\mathcal{L}^n$, but only the lower-bound direction is needed.)
*Combination.* From Step 2,
\begin{align*}
\int_B |u_k - (u_k)_B| \, d\mathcal{L}^n \le C(n) \, r \, |Du_k|(B).
\end{align*}
Taking $\liminf_k$ of the LHS and $\lim_k$ of the RHS:
\begin{align*}
\int_B |u - u_B| \, d\mathcal{L}^n \le \liminf_{k \to \infty} \int_B |u_k - (u_k)_B| \, d\mathcal{L}^n \le \lim_{k \to \infty} C(n) \, r \, |Du_k|(B) = C(n) \, r \, |Du|(B).
\end{align*}
This is the desired BV Poincaré inequality with the same dimensional constant $C(n)$ as in the smooth case from Step 1. The proof is complete.[/guided]