Abstract: The three narrow pentaquarks Pc(4312), Pc(4440), and Pc(4457) observed by LHCb are widely interpreted as hadronic molecules owing to their proximity to the Σ<em>cDˉ<sup>(∗) thresholds. However, heavy-quark spin symmetry predicts additional partner states that have not been seen experimentally, making the production mechanism in Λb<sup>0 decays particularly important in understanding their nature. We propose a novel production mechanism, which can naturally explain why only these three LHCb Pc states have been clearly observed. The Pc(4440) and Pc(4457) are produced via the D</em>s1<sup>∗(2860)Λc(2595)Dˉπ box diagram leading to K<sup>−ΣcDˉ<sup>∗, followed by rescattering into K<sup>−</sup>J/ψp. The box diagram develops a box singularity in the vicinity of the Pc(4457), as all four states in the box can go on shell. The Pc states themselves are dynamically generated through the rescattering of the S-wave Σ<em>cDˉ<sup>(∗) to J/ψp. The Pc(4312) proceeds analogously via the D</em>s0(2590)Λ<em>c(2595)Dˉ<sup>∗π box diagram but without a box singularity. The near-invisibility of the Σc<sup><em>Dˉ<sup>(</sup></em>) molecular states is attributed to the suppressed production of the Λc(2625) in Λb weak decays, as established by the lattice QCD calculations. This mechanism naturally reproduces the data with only two production parameters, whereas previous works required 7 parameters and a finely tuned background, and provides a natural explanation for why the Σc<sup><em>Dˉ<sup>(</sup></em>) states are barely visible. It yields unique, falsifiable predictions, Γ(Λb<sup>0→</sup>Pc(4440/4457)K→J/ψpK)/Γ(Λb<sup>0→<ˉ/sup>D</em>s1<sup>∗(2860)Λc(2595))≈</sup>(0.2−0.4)%, Γ(Λ<em>b<sup>0→</sup>Pc(4312)K→J/ψpK)/Γ(Λb<sup>0→</sup>Dˉ</em>s0(2590)Λc(2595))≈(0.2−0.8)%.