1 Introduction

The discovery of hidden-charm hadrons \(P_c^+(4380)\) and \(P_c^+(4450)\) [1] started a new era of hadron physics as they obviously contain at least five quark component \(\bar{c}cuud\). Whether they are compact pentaquark states or hadronic molecules or generated by kinematic effect is still not clear. For recent review on the hadronic molecules and multiquark states, we refer to [2,3,4]. Recently the LHCb experiment made a great progress [5]. The decay events collected now by Run 1 and Run 2 are about nine times more than that of Run 1 analysis. As a result, the bin size has been decreased from 15 to 2 MeV. With the high statistics they found three structures in the \(J/\Psi p\) spectrum of \(\Lambda _b\rightarrow J/\Psi p K^-\):

$$\begin{aligned} P_c^+(4312):\; M= & {} 4311.9\pm 0.7^{+6.8}_{-0.6}\;, \\ \Gamma= & {} 9.8\pm 2.7^{+3.7}_{-4.5} \;, \\ P_c^+(4440):\; M= & {} 4440.3\pm 1.3^{+4.1}_{-4.7}\;, \\ \Gamma= & {} 20.6\pm 4.9^{+8.7}_{-10.1}\;, \\ P_c^+(4457):\; M= & {} 4457.3\pm 0.6^{+4.1}_{-1.7}\;, \\ \Gamma= & {} 6.4\pm 2.0^{+5.7}_{-1.9}\;, \end{aligned}$$

with all the units being MeV. Then the question is, what inner structure are they? A cornucopia of models have been done to study the property of these resonances [6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22]. Among them, Ref. [12] uses a coupled channel K-matrix formalism to fit to the data around the \(P_c(4312)\). They found the attractive effect of the \(\Sigma _c^+ \bar{D}^0\) channel, but it is not strong enough to form a bound state. In Ref. [21], the Lippmann–Schwinger equations have been used and the one pion exchange and short range scattering potential have been considered. Thay found the three resonances and also a narrow \(\Sigma _c^*\bar{D}\) state (\(P_c(4380)\)). In addition, three more \(\Sigma _c^*\bar{D}^*\) molecules have been seen in the analysis. All these poles are hadronic molecules of \(\Sigma _c^{(*)}\bar{D}^{(*)}\) channels. Since lots of the paper support the molecule picture of these \(P_c\) states, it would be rather interesting to distinguish the molecule and non-molecule structure. The pole counting rule [23, 24] is a right way to do such study. Indeed the shadow poles (accompanying the ones being closest to the physical sheet) are also important to discuss the inner structure. Here we use the Chew–Mandelstam formalism to write the unitary cut in once subtracted dispersion relation, and we fit up to 4.6 GeV to discuss the three resonances listed above (\(P_c(4312)\), \(P_c(4440)\), and \(P_c(4457)\)). Our amplitudes describe the data around the \(P_c(4440)\) and \(P_c(4457)\) region well and they are helpful for discussing the structure. These will be discussed in next sections.

To extract the information of these resonances, we need amplitude analysis to describe the invariant mass spectroscopy of \(\Lambda _b\rightarrow J/\Psi p K^-\). The final state interactions (FSI) are important to be considered. There have been lots of papers that indicate the importance of the FSI, see e.g. [25,26,27,28,29,30,31,32,33,34,35]. We will use the Au–Morgan–Pennington (AMP) method [25, 26] to include the FSI of \(J/\Psi p\)\(\bar{D} \Sigma _c\)\(\bar{D}^{*} \Sigma _c\) triple channels. From the amplitudes we extract out the pole information and discuss their property according to the pole counting rule.

This paper is organized as follows: In Sect. 2 we use K-matrix to build the hadronic scattering amplitudes of \(J/\Psi p\)\(\bar{D} \Sigma _c\)\(\bar{D}^{*} \Sigma _c\) triple channels. And the \(\Lambda _b\rightarrow J/\Psi p K^-\) amplitude is constructed by the AMP methods. In Sect. 3 we fit to the event shape and decay width of \(\Lambda _b\rightarrow J/\Psi p K^-\) and determine the parameters. The amplitudes are continued into un-physical Riemann sheets (RSs) and the poles in different RSs are extracted out. By pole analysis the origin of these poles are discussed. In Sect. 4 we discuss the fits to other datasets given by the LHCb. We end with a brief summary.

2 Decay amplitude

To get the information of poles, we need an amplitude analysis to get accurate hadronic scattering amplitudes. The following problem is which channel should be included? As is predicted in [36, 37], there could be \(\bar{D}\Sigma _c\) and \(\bar{D}^{*}\Sigma _c\) hadronic molecule states with quantum number \(IJ^P=\frac{1}{2}\frac{1}{2}^-\) at \(4261+i28.5\) and \(4412+i23.6\) MeV of each channel. This is later studied in [38] by a coupled channel unitary approach. In Ref. [5], the \(P_c^+(4312)\) is found to be under \(\bar{D}\Sigma _c\) threshold and more like an S-wave resonance. The other two resonances are proximate to the \(\bar{D}^{*}\Sigma _c\) threshold. We thus take \(J/\Psi p\)\(\bar{D} \Sigma _c\)\(\bar{D}^{*} \Sigma _c\) as the coupled channels. The helicity has been ignored as that the heavy quark spin symmetry ensures the spin-dependent interactions related to the heavy quark are of the order of \(1/m_Q\) [39]Footnote 1. These assumptions are consistent with the analysis of Ref. [5], where it is also found that including P-wave factors in the Breit–Wigner amplitudes has negligible effect on the results.

In addition, the thresholds of \(\Sigma ^{*+}_c \bar{D}^{0}\) (\(\Sigma ^{*++}_c D^{-}\)) and \(\Sigma ^{*+}_c \bar{D}^{*0}\) (\(\Sigma ^{*++}_c D^{*-}\)) are 4382.33 (4388.06) MeV and 4524.35 (4528.67) MeV, respectively. They are far away from the three resonances we studied here. Besides, from the LHCb experiment measurement [5], there is no obvious structure around these thresholds, we thus do not consider their contribution here. For the \(\Lambda _c^+\bar{D}^{(*)0}\) channels, the mass and width of the \(P_c(4312)\) are \(M=4311.9\pm 0.7^{+6.8}_{-0.6}\) MeV and \(\Gamma =9.8\pm 2.7^{+3.7}_{-4.5}\) MeV. Taking into account that the \(\Lambda _c^+\bar{D}^{(*)0}\) threshold is 19 MeV below the peak of the \(P_c(4312)\), twice as much as the width, and the \(\Lambda _c^+\bar{D}^0\) is even lower, they won’t contribute a lot to the structure. It should also be pointed out that their interactions are expected to be repulsive and can not form the hadronic bound state [5]. Thus all the channels, except for the \(J/\Psi p\)\(\bar{D} \Sigma _c\)\(\bar{D}^{*} \Sigma _c\), are not included in our model.

We construct our amplitude based on K-Matrix to keep unitarity, and have

$$\begin{aligned} T(s)=K(s)[1-C(s) K(s)]^{-1}\,, \end{aligned}$$
(1)

where \(\sqrt{s}\) is the energy in the center of mass frame. K(s) is a real matrix and it could be parameterized as

$$\begin{aligned} K^{ij}(s)= & {} \sum _{l}\frac{f^{i}_{l}f^{j}_{l}}{(s_{l}-s)} +\sum _{n=0}c^{ij}_{n}(\frac{s}{s_{th1}}-1)^{n}\;. \end{aligned}$$
(2)

To reduce the model dependence, we include as less as possible parameters. According to practice we set \(c^{ij}_{n\ge 2}=0\) and \(s_{l\ge 2}=0\). C(s) is the diagonal matrix of the canonical definition of Chew–Mandelstam function [40, 41], and it could be written in once subtracted dispersion relation:

$$\begin{aligned} C_i(s)=\frac{s}{\pi }\int _{s_{thi}}^{\infty } ds'\frac{\rho _i(s')}{s'(s'-s)}, \end{aligned}$$
(3)

where \(i(j)=1,2,3\) represent for \(J/\Psi p\), \(\bar{D}\Sigma _c\), \(\bar{D}^{*} \Sigma _c\), respectively, with isospin 1/2. \(s_{thi}=(M_i+m_i)^2\) is the threshold and \(M_i\) (\(m_i\)) is the mass of meson (baryon) in the i-th channel. The phase space factor has only diagonal elements:

$$\begin{aligned} \rho _i(s)=\sqrt{\frac{\left( s-(M_i+m_i)^2\right) \left( s-(M_i-m_i)^2\right) }{s^2}} \,. \end{aligned}$$
(4)

The Chew–Mandelstam function could be expressed explicitly as

$$\begin{aligned} C_i(s)= & {} \frac{1}{\pi }+\frac{M_i^2-m_i^2}{\pi s}\ln \left( \frac{m_i}{M_i}\right) -\frac{M_i^2+m_i^2}{\pi (M_i^2-m_i^2)}\ln \left( \frac{m_i}{M_i}\right) \nonumber \\&+\frac{\rho _i(s)}{\pi }\ln \left( \frac{\sqrt{(M_i+m_i)^2-s}-\sqrt{(M_i-m_i)^2-s}}{\sqrt{(M_i+m_i)^2-s}+\sqrt{(M_i-m_i)^2-s}}\right) \,. \nonumber \\ \end{aligned}$$
(5)

The new high statistics results of \(J/\Psi p\) line shape (in the process of \(\Lambda _b\rightarrow J/\Psi p K^-\)) from LHCb [5] help us to constrain the hadronic scattering amplitude. To describe it, the rescattering of inelastic channels (\(\bar{D}\Sigma _c\), \(\bar{D}^*\Sigma _c\)) needs to be considered. We implement the AMP formalism [25, 26] to include the FSI:

$$\begin{aligned} F_i(s)= & {} \sum _{k=1}^3\alpha _k(s) T_{ki}(s) \; , \end{aligned}$$
(6)

where ‘i’ and ‘k’ have the same meaning as explained after Eq. (3). The \(\alpha _k(s)\) are polynomials of s, absorbing all the contributions of left hand cut and distant right hand cut. For simplicity we set them to be constant \(\alpha _{1,2,3}\) and ignore higher order terms. It is easy to check that Eq. (6) satisfies the final state interactions theorem:

$$\begin{aligned} \mathrm{Im}F_i(s)=\sum _{k=1}^3 F_{k}^*\rho _k(s) T_{ki}(s) \, . \end{aligned}$$
(7)

With this amplitude we fit to the invariant mass spectroscopy

$$\begin{aligned} \frac{d\Gamma _i}{d\sqrt{s}}=\frac{ \lambda ^{1/2}(s,M_{J/\Psi }^2,m_p^2)\lambda ^{1/2}( M_{\Lambda _b^0}^2,s,m_K^2)|F_i|^2}{256\pi ^3 M_{\Lambda _b^0}^3 \sqrt{s}}\;. \end{aligned}$$
(8)

Here the Källén function \(\lambda \) is defined as \(\lambda (x,y,z)=(x-y-z)^2-4yz\). To fit to the invariant mass spectroscopy one would need to time \(\frac{d\Gamma _i}{d\sqrt{s}}\) with a normalization factor ‘N’. The decay width given by the PDG [42] could be used to constrain the \(\alpha _i\), too. But still we lack adequate constraints on \(F_2(s)\) and \(F_3(s)\) amplitudes. Indeed in Ref. [17], the ratio of the coupling constants \(\frac{g_{P_c(4306)\bar{D}\Sigma _c}}{g_{P_c(4306)J/\Psi p}}\) and \(\frac{g_{P_c(4453)\bar{D}^*\Sigma _c}}{g_{P_c(4453)J/\Psi p}}\) are roughly 4 and 2 times, while the ratios of the phase spaces (with \(F_i(s)=1\) in Eq. (8)) are \(PS_2/PS_1\simeq 0.6,~0.4\), respectively. This suggests that the branching ratios of \({\mathrm{Br}}_{2}\) (\(\Lambda _b^0\rightarrow \bar{D} \Sigma _c K^-\)) and \({\mathrm{Br}}_{3}\) (\(\Lambda _b^0\rightarrow \bar{D}^{*} \Sigma _c K^-\)) could be the same order as that of \({\mathrm{Br}}_{1}\) (\(\Lambda _b^0\rightarrow J/\Psi p K^-\)). We thus make the ‘data’ as \({\mathrm{Br}}_{2,3}={\mathrm{Br}}_{1}\), and the uncertainty of \({\mathrm{Br}}_{2,3}\) is set to be 10 times as the central values of them. We input these as constraints.

3 Fitting strategy and pole analysis

For the K matrix, we try to use as less parameters as possible. Only when more parameters are indispensable to reduce the \(\chi ^2\) distinctly do we include them. A poleFootnote 2 in the K matrix is necessary to fit to the event shape around \(P_c(4440)\). Adding a P-wave instead of inputting a K matrix pole is also checked. It is somehow helpful to distinguish the quantum number of \(P_c(4440)\). For the P-wave scattering amplitude we adopt the Blatt-Weisskopf barrier factor representation [29, 30], see the supplement for details. The following fits are performed:

  1. (1)

    Fit 1: We do not include any poles in the K matrix. \(\chi ^2_{\mathrm{d.o.f}}=1.41\).

  2. (2)

    Fit 2: As in Fit 1 but we include one pole in the K matrix. \(\chi ^2_{\mathrm{d.o.f}}=1.32\).

  3. (3)

    Fit 3: As in Fit 1 we do not include poles in the K matrix, but add a P-wave instead. \(\chi ^2_{\mathrm{d.o.f}}=1.32\).

The parameters of all the fits are shown in the supplement. The fit results are shown in Fig. 1. Our amplitudes fit well to the high statistics LHCb data in 2019 [5], with \(\cos \theta _{P_c}\) weighted. It is worth to point out that this dataset has removed much of the interfering of the \(\Lambda ^*\), which is in the \(K^- p\) channel and most populated at \(\cos \theta _{P_c}>0\). Owing to this our K matrix fit without three body final state interactions is feasible. The branching ratios of \({\mathrm{Br}}_{1}\) is exactly the same as that of PDG, and in most of the fits the \({\mathrm{Br}}_{2}\) is of \(10^{-4}\), and \({\mathrm{Br}}_{3}\) is of \(10^{-5}\). Notice that in Fit 1 it does not have the structure around the \(\sqrt{s}=4440\) MeV.

Fig. 1
figure 1

Fits to the \(J/\Psi p\) spectroscopy of \(\Lambda _b\rightarrow J/\Psi p K^-\). The right graph is enlarged around the \(P_c(4312)\). The LHCb 2019 data is the \(\cos \theta _{P_c}\)-weighted one from Ref. [5]

Fig. 2
figure 2

Fit of the \(J/\Psi p\) spectroscopy of \(\Lambda _b\rightarrow J/\Psi p K^-\) for enlarged size around \(P_c(4440)\) and \(P_c(4457)\)

To study the resonances we enlarge the size of the plots around the structures, as shown in Fig. 2 and the right side graph of Fig. 1. For the \(P_c(4312)\), our amplitude fits to the data well. Though the amplitude is a bit lower than the data on the left side of the ‘peak’, it is within the margin of the data error. Note that we do not input a K-matrix pole around \(P_c(4312)\) in the K-matrix formalism. This is why our ‘peak’ exactly locates at the \(\bar{D}\Sigma _c\) threshold (\(\sqrt{s}=4.3177\) GeV), shifting a bit to the right side of the peak of the data. For the \(P_c(4440)\), our Fits 2 and 3 fit to the data well, while in Fit 1 one can not find such a structure. This is caused by that in Fit 1 we do not include the K matrix pole in K(s). As shown in Fig. 2, the Fit 2 is better than Fit 3 in both the \(P_c(4440)\) and the \(P_c(4457)\) region. Our results prefer an S-wave \(P_c(4440)\). For the \(P_c(4457)\), our amplitude behaves more like a cusp caused by the \(\bar{D}^{*}\Sigma _c\) threshold effect. These will be discussed in next sections. We also separate the individual contribution of each channel to the \(J/\Psi p\) spectroscopy, that is, we use \(F_1=\alpha _i T_{i1}\) to replace of Eq.(6). It is found that the \(\bar{D}\Sigma _c\rightarrow J/\Psi p\) channel dominates the contribution around the \(P_c(4312)\), which is consistent with the \(\bar{D}\Sigma _c\) molecule picture. All the three channels contributes like a peak or dip around the \(P_c(4440)\), suggesting it to be a Breit–Wigner particle. Around the \(P_c(4457)\) all the channels have non-ignorable structure around \(\bar{D}^*\Sigma _c\) threshold, while that of the \(\bar{D}^*\Sigma _c \rightarrow J/\Psi p\) channel dominates. What is more, the \(\bar{D}^*\Sigma _c\) contribution behaves like either a threshold effect or a bound state below the threshold. These supports that the \(P_c(4457)\) could either be caused by cusp effect or a component of \(\bar{D}^* \Sigma _c\) molecule. We will discuss it in next sections.

Table 1 The sign of phase factors for each Riemann sheet

With the amplitudes given by the Chew–Mandelstam formalism, the information of the poles can be extracted out. We continue the T(s) amplitude to the unphysical Riemann sheets based on unitarity and analyticity. The definition of the Riemann sheet (RS) could be found in [43]. Here we use the following definition [44] as shown in Table 1. The pole \(s_R\) and its coupling/residue of the RS-n in the triple channel are defined as:

$$\begin{aligned} T^{n}_{ij}(s)=\frac{g_{i}g_{j}}{s_R^n-s}\,, \end{aligned}$$
(9)

where the subscript ‘i, j’ denote the hadronic channels as before. The poles in different RSs for all the fits are given in Table 2. In Fit 1, we only find poles of \(P_c(4312)\). And in Fits 2 and 3 we find poles of all the three resonances. Fit 2 describes the data better with less assumptions, we choose it as our optimistic one. To classify the inner structure of the poles, we use the ‘criteria’ proposed in Ref. [23, 44]: A triple channel Breit–Wigner resonance should appear as quadruplet poles in different RSs, while a molecule has less poles.

Table 2 The pole locations given by our fits. The Riemann sheets with bold type and the ‘\(\star \)’ symbol means that they are close to the physical sheet

\(\mathbf {P_c(4312)}\)

This resonance (pole) is rather stable in all the fits. We can find it without an input pole in the K(s). The poles locate at the RS-III and/or V. For each fit we can find only one or two poles. According to the ‘pole counting’, it is a \(\bar{D}\Sigma _c\) molecule. The masses of the poles are a bit below the threshold \(\sqrt{s_{th2}}=4317.73\) MeV, and their widths (2 times of the imaginary part of the pole) are only a few MeV. This supports the molecule picture. As is known, RS-II and III are the closest sheet to the physical one below and above \(\bar{D}\Sigma _c\) threshold, respectively. RS-II and RS-V are connected along the unitary cut above the \(\bar{D}\Sigma _c\) threshold. The shadow poles appear in RS-V but not in RS-II suggests that there is a strong dynamics to drag the pole from RS-II to RS-V. The pole in RS-III confirms such observation. This is consistent with the molecule picture, as our interaction between the resonance and the \(\bar{D}\Sigma _c\) is strong and it is typical way how a virtual state (with weak interaction to the \(\bar{D}\Sigma _c\)) changes into a molecule. For the strength of the couplings please see the \(|g_2|\) of Table 6, in Appendix A.

\(\mathbf {P_c(4440)}\)

The masses of the poles are quite close to the input K matrix pole 4443.60 MeV in Fit 2. These poles are found in four sheets: RS-III, IV, V, VII/VIII, being close to each other. The widths are quite narrow and the poles are quite close to the real axis. According to ‘pole counting’, it is an elementary particle. Since it decays into \(J/\Psi p\) and have five quark component, this implies a compact pentaquark picture. Note that our widths of the \(P_c(4440)\) are small. Indeed in all our fits except for Fit 1, including Fits A, B and C, all the \(P_c(4440)\) have small widths, see also Table 5 in the Appendix. And all of our fits describe the peak of the data in the \(P_c(4440)\) region rather well. If neither the pole in the K matrix nor the higher partial wave resonance is input, one can not obtain such a peak (see Fit 1). Obviously the kinematic behaviour can not supply such a structure. This supports the compact pentaquark picture or it should be a resonance in higher partial waves. However, comparing Fit.2 and 3 in the right side of the \(P_c(4440)\), it is obviously to see that the solid black line (Fit.2) fits better to the data than the dashed blue line (Fit.3). This suggests that our fit prefers an S-wave picture of the \(P_c(4440)\)Footnote 3.

\(\mathbf {P_c(4457)}\)

We do not find poles in Fit 1, and find poles in RS-III and VII in Fit 2 and a pole in RS-VIII in Fit 3. For RS-VII and VIII they are faraway from the physical region. Absence of poles close to the physical region means that the structure is caused by cusp effect. The pole in RS-III (Fit 2) is 7 MeV above the threshold \(\sqrt{s_{th3}}=4459.75\) MeV, barely close to the physical region. From the ‘pole counting’ it does not support the dominant molecule or ‘Breit–Wigner’ types, but a molecular component can not be entirely excluded in Fit 2. In the region around \(\bar{D}^{*} \Sigma _c\), our amplitude behaves more like a cusp but not a normal Breit–Wigner structure. In Fits 1 and 3 they are caused by cusp effect and in Fit 2 there is a sharp decline near the \(\bar{D}^{*} \Sigma _c\) threshold, see the graph in the top-right corner of Fig. 2. Indeed, this structure is very similar to that of the \(\eta '\pi ^+\pi ^-\) line shape around \(\bar{p}p\) threshold, see Fig. 4 of [46] and Fig. 4 of [47].

4 Analysis of other datasets

We also check the case that we fit to other datasets given in Ref. [5], the ‘\(m_{Kp}\) all’ and the ‘\(m_{Kp}>1.9\) GeV’ ones. Indeed in all these datasets the treatment with the background is different. Note that the poles are model independent and in all the processes and models their locations should be the same. Thus the poles extracted from different Fits could be used to check the reliability of our analysis. The following extra fits are performed:

  1. (1)

    Fit A: As in Fit.2 but we fit to the data of ‘\(m_{Kp}\) all’ case (without requiring \(m_{Kp}>1.9\) GeV).

  2. (2)

    Fit B: As in Fit.2 but we fit to the data with requiring \(m_{Kp}>1.9\) GeV.

  3. (3)

    Fit C: As in Fit.2 we fit to the data with requiring \(\cos \theta _{P_c}\) weighted, with the isospin symmetry violation included. That is, the mass difference between \(D^{(*)0} \Sigma _c^{+}\) and \(D^{(*)-} \Sigma _c^{++}\) is taken into account, see Appendix A for details.

The invariant mass spectrum is given in Fig. 3. Notice that in Fit C, with isospin violation included, it fits better to the data near thresholds.

Fig. 3
figure 3

Fit of the \(J/\Psi p\) spectroscopy of \(\Lambda _b\rightarrow J/\Psi p K^-\). All the datasets are from Ref. [5]. In Fit A the data is from the ‘\(m_{Kp}\) all’ case, where the red open circle is from Fig. 1 and green square is from Fig. 3 of Ref. [5]. In Fit B the data is from the ‘\(m_{Kp}>1.9\) GeV’ case. In Fit C the data is from the \(\cos \theta _{P_c}\)-weighted one. The vertical lines denote the \(\bar{D}^*\Sigma _c\) thresholds

The discussion of the event shape structure of these fits are consistent with that given by Fits 1, 2, and 3. In each fit, there are only one or two poles in RS-III and/or V of the \(P_c(4312)\). It supports the molecular component. And there are four poles of the \(P_c(4440)\) in RS-III, IV, V, VII/VIII. They are close to each other and the widths are narrow. This supports the compact pentaquark component. For the \(P_c(4457)\) we do not find poles nearby in Fits A and B but find two poles in RS-III and VII in Fit C. Our line shape falls down obviously near the \(\bar{D}^*\Sigma _c\) threshold in Fits A and C. And in Fit B ours exhibits a pronounced cusp-like structure around the \(\bar{D}^*\Sigma _c\) threshold. These confirm the cusp effect origin of the \(P_c(4457)\), but a component of \(\bar{D}^* \Sigma _c\) molecule can’t be excluded. This component could be generated by a virtual state in the \(\bar{D}^*\Sigma _c\) single channel scattering nearby the threshold, see Ref. [48] and discussions of the pole trajectory in the supplement in Appendix B.

5 Summary

In this paper we perform an amplitude analysis in the process of \(\Lambda _b\rightarrow J/\Psi p K^-\). The \(J/\Psi p\)\(\bar{D}^0 \Sigma _c^+\)\(\bar{D}^{*0} \Sigma _c^+\) triple channel scattering amplitude is constructed by K-matrix, within Chew–Mandelstam formalism. Based on it we apply the Au–Morgan–Pennington method to study the process of \(\Lambda _b\rightarrow J/\Psi p K^-\), taking into account the final state interactions. Qualified fits to the invariant mass spectroscopy [5] is obtained from \(J/\Psi p\) threshold up to \(\sqrt{s}=4600\) MeV. We extract out the poles (Fit 2) and find that the \(P_c(4312)\), with the pole location \(4314.31^{+2.06}_{-1.10}-i1.43^{+1.50}_{-0.57}\) MeV, should have \(\bar{D} \Sigma _c\) molecule component. The \(P_c(4440)\), \(4444.09^{+2.53}_{-1.48}-i3.10^{+0.53}_{-1.33}\) MeV in RS-IV, prefers to be a compact S-wave pentaquark. The \(P_c(4457)\) is most likely to be caused by cusp effect, while a component of \(\bar{D}^* \Sigma _c\) molecule can’t be excluded. We also predict the branching ratios (Fit 2) of the decay of \(\Lambda _b^0\rightarrow \bar{D} \Sigma _c K^-\) and \(\Lambda _b^0\rightarrow \bar{D}^* \Sigma _c K^-\) to be \((1.49\pm 0.26)\times 10^{-4}\) and \((0.30\pm 0.08)\times 10^{-4}\), respectively. The future LHCb measurement of the decays, for instance \(\Lambda _b^0\rightarrow D^- \Sigma _c^{++} K^-\) and \(\Lambda _b^0\rightarrow D^{*-} \Sigma _c^{++} K^-\), will tell us further information about these mysterious resonances.