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arXiv:2610.27080

Rényi multi-entropy of graph states and the $n -> 1$ limit

Sriram Akella, Abhijit Gadde

quant-phhep-thSubmitted Oct 19, 2026• Announced Oct 21, 2026• 0 citations
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Abstract

Rényi multi-entropy extends the Rényi entropy to pure states of more than two parties. It is defined by a replica contraction at integer replica number $n$, and the multi-entropy is its $n\to1$ limit. In holography this limit is conjectured to compute the area of a minimal soap-film web in the bulk. Understanding multi-entropy for general states, however, is harder. Unlike the bipartite case, the replica contraction is not a moment of a density matrix, and the continuation to $n=1$ has to be found by other means. We study this problem for qubit graph states. We show that at every odd $n$ the contraction equals $2^{-k/2}$, where $k$ is a sum of ranks of matrices over a finite field, one row and one column per qubit. We define a class of graphs that we call collision-controlled, for which the rank sum is a polynomial in $n$. This class includes graphs without even cycles and all complete bipartite graphs. The natural polynomial $n \to 1$ continuation is a finite sum over partitions of the parties. While the Rényi multi-entropy is non-increasing under single-qubit Pauli measurements at every odd integer $n>1$, the continuation to $n=1$ is not. A $Z$ measurement on one qubit of an odd ring with $2r + 1 \geq 7$ qubits raises it from $(r+1)\log 2$ to $(2r-1) \log 2$. Thus the continuation is not an entanglement monotone.

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11 pages, 5 figures. Comments are welcome!

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Rényi multi-entropy of graph states and the n−>1n -> 1n−>1 limit
Rényi multi-entropy extends the Rényi entropy to pure states of more than two parties. It is defined by a replica contraction at integer replica number nnn, and the multi-entropy is its n→1n\to1n→1 limit. In holography this limit is conjectured to compute the area of a minimal soap-film web in the bulk. Understanding multi-entropy for general states, however, is harder. Unlike the bipartite case, the replica contraction is not a moment of a density matrix, and the continuation to n=1n=1n=1 has to be found by other means. We study this problem for qubit graph states. We show that at every odd nnn the contraction equals 2−k/22^{-k/2}2−k/2, where kkk is a sum of ranks of matrices over a finite field, one row and one column per qubit. We define a class of graphs that we call collision-controlled, for which the rank sum is a polynomial in nnn. This class includes graphs without even cycles and all complete bipartite graphs. The natural polynomial n→1n \to 1n→1 continuation is a finite sum over partitions of the parties. While the Rényi multi-entropy is non-increasing under single-qubit Pauli measurements at every odd integer n>1n>1n>1, the continuation to n=1n=1n=1 is not. A ZZZ measurement on one qubit of an odd ring with 2r+1≥72r + 1 \geq 72r+1≥7 qubits raises it from (r+1)log⁡2(r+1)\log 2(r+1)log2 to (2r−1)log⁡2(2r-1) \log 2(2r−1)log2. Thus the continuation is not an entanglement monotone.
Rényi multi-entropy probes multi-partite structure beyond bipartite spectra, but its behavior in general quantum states and the entanglement structure it captures remain poorly understood. We develop a finite field Gauss sum framework for calculating it in stabilizer states. Within this framework, the replica contraction reduces to a quadratic Gauss sum if and only if the state is locally unitarily equivalent to a stabilizer state. We obtain analytic expressions for the Rényi multi-entropy of all tree graph states and large families of loop graph states. In contrast to their flat bipartite Rényi spectra, stabilizer states generically have nonflat Rényi multi-entropy spectra.
We study the evaluation of Rényi multi-entropies Sn(q)S^{(q)}_nSn(q)​ in Random Tensor Network (RTN) states in the large bond-dimension limit. For the case of Rényi index n=2n=2n=2 and arbitrary number of parties qqq, we prove that that multi-entropies are determined by minimal multiway cuts through the network. When the minimal multiway cut is degenerate, we characterize the full minimizer set via compatible families of minimal cuts and give a criterion for all minimizers to come from ordinary cut partitions. For n=2n=2n=2, this gives a natural generalization of the minimal cut description of bipartite entanglement to multipartite systems with arbitrarily many parties. For the case of integer n>2n>2n>2, we show that the minimal multiway cut conjecture is in general \emph{not true} by providing explicit counter examples for both the single random tensor and for the network built from isometric tilings. We discuss the implication for our results on the multipartite entanglement structures in RTN and holography.
The entanglement structure of a bipartite pure state is characterized by its entanglement spectrum, or equivalently, by the family of Rényi-kkk entanglement entropies with integer kkk. Taking the difference of two such entropies defines a quantity known as an entanglement spread, that is monotonous under local operations, and that vanishes if and only if the entanglement spectrum of the state is flat. We introduce a multipartite generalization of this notion which, for a fixed number D≥3D\geq 3D≥3 of parties, results in a collection of maps indexed by pairs of DDD-edge-colored graphs (obeying some condition). Each member of this collection takes the form of a difference of two multipartite Rényi entanglement entropies, each associated to a local unitary polynomial invariant (known in this context as a trace-invariant), and is shown to be monotonous under local operations. We then argue that a previously introduced family of so-called hypergraph-tensor (HT) states can be understood as a multipartite counterpart to the family of flat bipartite states. Indeed, we first prove that, when D=3D=3D=3, a tripartite pure state is HT if and only if it minimizes a particular (infinite) family of entanglement spreads. Second, we embed the set of HT states into the much larger family of spectral hypergraph-tensor (SHT) states, defined by a new Ansatz we introduce. We then prove that HT states can be uniquely characterized as the minimizers of some fixed entanglement spread among SHT states, for arbitrary D≥3D\geq 3D≥3. We also investigate SHT states in their own right: in particular, we characterize their orbits under local unitary transformations. Finally, along the way, the asymptotic large-NNN expectation values of a number of entanglement spreads are computed in the Haar-random state of local dimension NNN.
In this paper we define a natural generalization of the von Neumann entropy to multiple parties that is symmetric with respect to all the parties. We call this measure multi-entropy. We show that for conformal field theories with holographic duals, the multi-entropy is computed by the area of an appropriate ``soap-film'' anchored on the boundary. We conjecture the quantum version of this prescription that takes into account the subleading corrections in GN{G}_{N}GN​.
We show that the Rényi tripartite information I3(α)I_3^{(α)}I3(α)​ of free fermions exhibits a qualitatively ααα-dependent scaling at small Fermi momentum, in sharp contrast to bipartite entropy where only the prefactor changes. In the rank-1 regime (z=kFw≪1z = k_F w \ll 1z=kF​w≪1), I3(α)I_3^{(α)}I3(α)​ receives contributions from two competing channels -- a fractional-moment channel ∼zα\sim z^α∼zα (active for non-integer ααα) and a polynomial channel ∼zm\sim z^m∼zm from the first nonvanishing inclusion-exclusion moment σmσ_mσm​ -- yielding the scaling exponent βm(α)=min⁡(α,m)β_m(α) = \min(α, m)βm​(α)=min(α,m) for mmm-partite information of mmm adjacent strips. Integer Rényi indices α=2,3,…α= 2, 3, \ldotsα=2,3,… are anomalous: the fractional channel closes and the exponent jumps to mmm or higher. A direct consequence is a replica obstruction: Im(n)/Im(1)∼zm−1→0I_m^{(n)}/I_m^{(1)} \sim z^{m-1} \to 0Im(n)​/Im(1)​∼zm−1→0 for all integer n≥2n \geq 2n≥2, so the leading von Neumann signal cannot be reconstructed from integer Rényi data at the level of leading scaling -- a situation with no bipartite analog. Conversely, negativity-based measures (α=1/2α= 1/2α=1/2) give a 20×20\times20× enhanced signal compared to von Neumann. We derive the underlying product formula for the coefficient c(wA,wB,wD)c(w_A, w_B, w_D)c(wA​,wB​,wD​), prove an mmm-partite generating function for the inclusion-exclusion moments, and verify all results numerically to high precision.
For a static time slice of AdS _3 3 we describe a particular class of minimal surfaces which form trivalent networks of geodesics. Through geometric arguments we provide evidence that these surfaces describe a measure of multipartite entanglement. By relating these surfaces to Ryu-Takayanagi surfaces it can be shown that this multipartite contribution is related to the angles of intersection of the bulk geodesics. A proposed boundary dual [Phys. Rev. D 106, 126001 (2022), J. High Energy Phys. 08, 202 (2023), J. High Energy Phys. 05, 008 (2023)], the multi-entropy, generalizes replica trick calculations involving twist operators by considering monodromies with finite group symmetry beyond the cyclic group used for the computation of entanglement entropy. We make progress by providing explicit calculations of Renyi multi-entropy in two dimensional CFTs and geometric descriptions of the replica surfaces for several cases with low genus. We also explore aspects of the free fermion and free scalar CFTs. For the free fermion CFT we examine subtleties in the definition of the twist operators used for the calculation of Renyi multi-entropy. In particular the standard bosonization procedure used for the calculation of the usual entanglement entropy fails and a different treatment is required.