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DISCRETE AND CONTINUOUS doi:10.3934/dcds.2019216 DYNAMICAL SYSTEMS Volume 39, Number 9, September 2019 pp. 5301–5317

TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES OF MINIMAL SYSTEMS

Fangzhou Cai and Song Shao∗ Wu Wen-Tsun Key Laboratory of Mathematics, USTC, Chinese Academy of Sciences and Department of Mathematics, University of Science and Technology of China Hefei, Anhui 230026, China

(Communicated by Shaobo Gan)

Abstract. In this paper we study the topological characteristic factors along cubes of minimal systems. It is shown that up to proximal extensions the pro-nilfactors are the topological characteristic factors along cubes of minimal systems. In particular, for a distal minimal system, the maximal (d − 1)-step pro-nilfactor is the topological cubic characteristic factor of order d.

1. Introduction. This paper is motivated by the work of Glasner on topological characteristic factors in topological dynamics [10] and the work of Host and Kra on the multiple ergodic averages [16]. In [10], Glasner studied the topological char- acteristic factors along arithmetic progressions, and his work is the counterpart of Furstenberg’s work [7] in topological dynamics. The present work is dedicated to the topological characteristic factors along cubes, which may be considered as the counterpart of [16] in topological dynamics. 1.1. Characteristic factors in ergodic theory. The connection between ergodic theory and additive combinatorics was built in the 1970’s with Furstenberg’s beau- tiful proof of Szemer´edi’stheorem via ergodic theory [7]. Furstenberg [7] proved Szemer´edi’stheorem via the following multiple recurrence theorem: let T be a mea- sure preserving transformation on the probability space (X, X , µ), then for every integer d ≥ 1 and A ∈ X with positive measure, N−1 1 X lim inf µ(A ∩ T −nA ∩ T −2nA ∩ ... ∩ T −dnA) > 0. N→∞ N n=0 So it is natural to ask about the convergence of these averages, or more generally about the convergence in L2(X, µ) of the multiple ergodic averages (or called non- conventional averages) N−1 1 X f (T nx) . . . f (T dnx), N 1 d n=0

2010 Mathematics Subject Classification. Primary: 37B05; Secondary: 54H20. Key words and phrases. Topological characteristic factor, minimal system, pro-nilfactor. This research is supported by NNSF of China (11571335, 11431012) and by “the Fundamental Research Funds for the Central Universities”. ∗ Corresponding author: Song Shao.

5301 5302 FANGZHOU CAI AND SONG SHAO

∞ where f1, . . . , fd ∈ L (X, µ). After nearly 30 years’ efforts of many researchers, this problem was finally solved in [16] (see [25] for an another proof). In the study of multiple ergodic averages, the idea of characteristic factors plays a very important role. This idea was suggested by Furstenberg in [7], and the notion of “characteristic factors” was first introduced by Furstenberg and Weiss in [9]. Definition 1.1. [9] Let (X, X , µ, T ) be a measure preserving system and (Y, Y, µ, T ) be a factor of X, and let d ≥ 1 be an integer. We say that Y is a L2 (resp. a.e.)- ∞ characteristic factor of X if for all f1, . . . , fd ∈ L (X, µ),

N−1 1 X f (T nx)f (T 2nx) . . . f (T dnx) N 1 2 d n=0 N−1 1 X − (f |Y)(T nx) (f |Y)(T 2nx) ... (f |Y)(T dnx) → 0 N E 1 E 2 E d n=0 in L2(X, µ) (resp. almost everywhere). Finding a characteristic factor for a scheme often gives a reduction of the problem of evaluating limit behavior of multiple ergodic averages to special systems. The structure theorem of [16, 25] states that for an ergodic system (X, X , µ, T ) if we want to understand the multiple ergodic averages

N−1 1 X f (T nx) . . . f (T dnx), N 1 d n=0 we can replace each function fi by its conditional expectation on some (d − 1)-step pro-nilsystem (the 0-step system is a trivial system and the 1-step pro-nilsystem is the Kronecker’s one). Thus we can reduce the problem to the study of the same average in a nilsystem, i.e. reducing the average in an arbitrary system to a more tractable question. In [16], tools like dynamical parallelepipeds, ergodic uniformity seminorms etc., were introduced and resulted useful to study the multiple averages and many others. One of main results of [16] is the following theorem of multiple ergodic averages along cubes. Theorem 1.2. [16, Theorem 1.2] Let (X, X , µ, T ) be a measure preserving system, ∞ d and d ≥ 1 be an integer. Then for functions f ∈ L (X, µ),  ∈ {0, 1} ,  6= (0,..., 0), the averages

d Y 1 X Y · f (T n·x) (1) N − M  i i d i=1 n∈[M1,N1)×...×[Md,Nd) (0,...,0)6=∈{0,1}

2 converge in L (X, µ) as N1 − M1,N2 − M2,...,Nd − Md tend to +∞. We may define the characteristic factor of (1) similarly as defined in Definition 1.1. To prove theorem above the authors in [16] showed that the d-dimensional av- erage along cubes has the same characteristic factor as the average along arithmetic progressions of length d, which is a (d − 1)-step pro-nilsystem. The main result of the paper is to give the topological counterpart of this fact, that is, to show that pro-nilfactors are the topological characteristic factors along cubes of minimal systems. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5303

1.2. Topological characteristic factors along arithmetic progressions. The counterpart of characteristic factors in topological dynamics was first studied by Glasner in [10]. There, the author studied the characteristic factors for the trans- formation T × T 2 × ... × T d according to the following definition. Definition 1.3. Let (X,T ) be a topological dynamical system and let π :(X,T ) → (Y,T ) be a factor map. A subset L of X is called π-saturated if {x ∈ L : π−1(π(x)) ⊂ L} = L, i.e. L = π−1(π(L)). Here is the definition of topological characteristic factors along arithmetic pro- gressions: Definition 1.4. [10] Let (X,T ) be a topological dynamical system and d ≥ 1 be 2 d an integer. Let π :(X,T ) → (Y,T ) be a factor map and σd = T × T × ... × T . The topological dynamical system (Y,T ) is said to be a topological characteristic factor (along arithmetic progressions) of order d if there exists a dense Gδ set X0 of X such that for each x ∈ X0 the orbit closure Lx = O((x, . . . , x), σd) is | {z } d times 0 0 0 π × ... × π saturated. That is, (x1, x2, . . . , xd) ∈ Lx iff (x1, x2, . . . , xd) ∈ Lx, where | {z } d times 0 π(xi) = π(xi) for all i. In [10], it is shown that up to a canonically defined proximal extension, a char- acteristic family for T × T 2 × ... × T d is the family of canonical PI flows of class d − 1. In particular, if (X,T ) is a distal minimal system, then its largest class d − 1 distal factor is its topological characteristic factor of order d. In particular, if (X,T ) is a weakly mixing system, then the trivial system is its topological characteristic factor. For more related results we refer the reader to [10]. A unsolved problem is: Conjecture 1. If (X,T ) is a distal minimal topological dynamical system, then its maximal (d − 1)-step pro-nilfactor is its topological characteristic factor along arithmetic progressions of order d. 1.3. Topological characteristic factors along cubes and main results of the paper. First we define topological characteristic factors along cubes. The transformation group related to (1) is the face group F [d]. Please refer to next d section for the precise definition. Note that the group F [d] acts on X2 and it acts on the first coordinate as an identity map. Definition 1.5. Let (X,T ) be a topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Y,T ) be a factor map. The topological dynamical system (Y,T ) is said to be a topological cubic characteristic factor of order d or topological characteristic factor along cubes of order d if there exists a dense G   δ  [d]  set X0 of X such that for each x ∈ X0 the set Fx = p∗ O((x, . . . , x), F ) is | {z } 2d times 2d−1 2d 2d−1 π = π × ... × π saturated, where p∗ : X → X is the projection onto the | {z } 2d−1 times d last 2 − 1 coordinates. That is, for each x ∈ X0, [d] 2d−1 −1 2d−1 O((x, . . . , x), F ) = {x} × (π ) (π Fx). | {z } 2d times 5304 FANGZHOU CAI AND SONG SHAO

One of main results of this paper is that up to proximal extensions the maximal (d−1)-step pro-nilfactor is the topological cubic characteristic factor of order d. To be precise, we will show the following theorem: Theorem 1.6. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step pro-nilfactor. Then there is a commutative diagram of homomorphisms of minimal topological dynamical systems

θ0 X o X0

π π0

 θ  0 Zd−1 o Y such that (Y 0,T ) is the topological cubic characteristic factor of order d of (X0,T ), where θ, θ0 are proximal extensions. When X is distal or weakly mixing, the proximal extensions θ, θ0 in theorem are trivial (i.e. isomorphisms). That is: Corollary 1. 1. Let (X,T ) be a minimal distal topological dynamical system and d ≥ 1 be an integer. Then the maximal (d − 1)-step pro-nilfactor is the topological cubic characteristic factor of order d. 2. Let (X,T ) be a minimal weakly mixing topological dynamical system and d ≥ 1 be an integer. Then the trivial system is the topological cubic characteristic factor of order d. We do not know whether we may remove proximal extensions in Theorem 1.6, so we have the following question: Question 1. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Is the maximal (d−1)-step pro-nilfactor the topological cubic characteristic factor of order d?

2. Preliminaries. In the article, integers, nonnegative integers and natural num- bers are denoted by Z, Z+ = {0, 1, 2,...} and N = {1, 2,...} respectively. In the following subsections we give the basic background in topological dynamics neces- sary for the article. 2.1. Topological dynamical systems. By a topological dynamical system we mean a pair (X,T ) where X is a compact metric space (with metric ρ) and T : X → X is a homeomorphism. For n ≥ 2 we write (Xn,T (n)) for the n-fold product system (X × · · · × X,T × · · · × T ). The diagonal of Xn is n ∆n(X) = {(x, . . . , x) ∈ X : x ∈ X}.

When n = 2 we write ∆2(X) = ∆(X). The orbit of x ∈ X is given by O(x, T ) = {T nx : n ∈ Z}. For convenience, sometimes we denote the orbit closure of x ∈ X under T by O(x, T ) or O(x), instead of O(x, T ). A topological dynamical system (X,T ) is transitive if for any two nonempty open sets U and V there is n ∈ Z such that U ∩ T −nV 6= ∅. Equivalently, (X,T ) is transitive if and only if there exists x ∈ X such that O(x, T ) = X; such x is called a transitive point. We say (X,T ) is weakly mixing if the product system (X2,T (2)) is transitive. A topological dynamical system (X,T ) is minimal if O(x, T ) = X TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5305 for every x ∈ X. A point x ∈ X is minimal or almost periodic if the subsystem (O(x, T ),T ) is minimal. A factor map π : X → Y between the topological dynamical systems (X,T ) and (Y,S) is a continuous onto map which intertwines the actions (i.e. π ◦ T = S ◦ π); we say that (Y,S) is a factor of (X,T ) and that (X,T ) is an extension of (Y,S). In this paper we also make use of a more general definition of a topological sys- tem. That is, instead of just a single transformation T , we consider commuting transformations T1,...,Tk of X. We summarize some basic definitions and prop- erties of systems in the classical setting of one transformation. Extensions to the general case are straightforward.

2.2. Cubes and faces. Cube and face groups were introduced by Host and Kra in [16]. We refer the reader to [16, 18] for more details. Let X be a set, and let d ≥ 1 be an integer. We view element in {0, 1}d as a 0 0 d ∗ sequence  = 1 . . . d of 0 s and 1 s. Let Vd = {0, 1} and Vd = Vd \{0}, where 0 = 00 ... 0 ∈ {0, 1}d. d d If n = (n1, . . . , nd) ∈ Z and  ∈ {0, 1} , we define d X n ·  = nii. i=1

d We denote X2 by X[d]. A point x ∈ X[d] can be written as d x = (xε : ε ∈ {0, 1} ). A point x ∈ X[d] can be decomposed as x = (x0, x00) with x0, x00 ∈ X[d−1], where 0 d−1 00 d−1 x = (x0 :  ∈ {0, 1} ) and x = (x1 :  ∈ {0, 1} ). Hence x0 is the first coordinate of x. As examples, points in X[2] are like

(x00, x10, x01, x11).

[d] 2d−1 We can also isolate the first coordinate, writing X∗ = X and then writing a [d] [d] point x ∈ X as x = (x0, x∗), where x∗ = (x :  6= 0) ∈ X∗ . For x ∈ X, we write x[d] = (x, x, . . . , x) ∈ X[d]. The diagonal of X[d] is ∆[d] = {x[d] : x ∈ X}.

2.3. Dynamical parallelepipeds. Definition 2.1. Let (X,T ) be a topological dynamical system and let d ≥ 1 be an integer. We define Q[d](X) to be the closure in X[d] of elements of the form

n· n11+...+ndd d (T x = T x :  = 12 . . . d ∈ {0, 1} ), d [d] where n = (n1, . . . , nd) ∈ Z and x ∈ X. When there is no ambiguity, we write Q instead of Q[d](X). An element of Q[d](X) is called a (dynamical) parallelepiped of dimension d. As examples, Q[2] is the closure in X[2] = X4 of the set m n n+m {(x, T x, T x, T x): x ∈ X, m, n ∈ Z} and Q[3] is the closure in X[3] = X8 of the set m n m+n p m+p n+p m+n+p {(x, T x, T x, T x, T x, T x, T x, T x): x ∈ X, m, n, p ∈ Z}. 5306 FANGZHOU CAI AND SONG SHAO

Definition 2.2. Let φ : X → Y and d ≥ 1 be an integer. Define φ[d] : X[d] → Y [d] [d] [d] d by (φ x) = φx for every x ∈ X and every  ∈ {0, 1} . Let (X,T ) be a topological dynamical system and d ≥ 1 be an integer. The diagonal transformation of X[d] is the map T [d]. Definition 2.3. Face transformations are defined inductively as follows: Let T [0] = [1] [d−1] d−1 T , T1 = id × T . If {Tj }j=1 is defined already, then set T [d] = T [d−1] × T [d−1], j ∈ {1, 2, . . . , d − 1}, j j j (2) [d] [d−1] [d−1] Td = id × T . The face group of dimension d is the group F [d](X) of transformations of X[d] spanned by the face transformations. The cube group or parallelepiped group of dimension d is the group G[d](X) spanned by the diagonal transformation and the face transformations. We often write F [d] and G[d] instead of F [d](X) and G[d](X), respectively. For G[d] and F [d], we use similar notations to the ones used for X[d]: d namely, an element of either of these groups is written as S = (S :  ∈ {0, 1} ). [d] [d] [d] [d] In particular, F = {S ∈ G : S0 = id}. Let p∗ : X → X∗ be the projection. [d] [d] Then all transformations of G and F factor through the projection p∗ and [d] [d] induce transformations of X∗ . We denote the corresponding groups by G∗ and [d] F∗ respectively. For convenience, we denote the orbit closure of x ∈ X[d] under F [d] by F [d](x), instead of O(x, F [d]). It is easy to verify that Q[d] is the closure in X[d] of {Sx[d] : S ∈ F [d], x ∈ X}. If x is a transitive point of X, then Q[d] is the orbit closure of x[d] under the group G[d]. If (X,T ) is minimal, then for all x ∈ X,(F [d](x[d]), F [d]) is minimal ([22, Theorem 3.1]), and (Q[d], G[d]) is minimal ([19, Lemma 4.1] or [22, Corollary 4.9]). 2.4. Nilmanifolds and nilsystems. Let G be a group. For g, h ∈ G and A, B ⊂ G, we write [g, h] = ghg−1h−1 for the commutator of g and h and [A, B] for the subgroup spanned by {[a, b]: a ∈ A, b ∈ B}. The commutator subgroups Gj, j ≥ 1, are defined inductively by setting G1 = G and Gj+1 = [Gj,G]. Let d ≥ 1 be an integer. We say that G is d-step nilpotent if Gd+1 is the trivial subgroup. Let G be a d-step nilpotent Lie group and Γ be a discrete cocompact subgroup of G. The compact manifold X = G/Γ is called a d-step nilmanifold. The group G acts on X by left translations and we write this action as (g, x) 7→ gx. The Haar measure µ of X is the unique probability measure on X invariant under this action. Let τ ∈ G and T be the transformation x 7→ τx of X. Then (X, µ, T ) is called a d-step nilsystem. In the topological setting we omit the measure and just say that (X,T ) is a d-step nilsystem. If (Xi,Ti)i∈ are systems with diam(Xi) ≤ 1 and πi : Xi+1 → Xi are factor N Q maps, the inverse limit of the systems is defined to be the compact subset of Xi i∈N given by {(xi)i∈ : πi(xi+1) = xi}, and we denote it by lim(Xi,Ti)i∈ . It is a com- N ←− N P i pact metric space endowed with the distance ρ((xi)i∈ , (yi)i∈ ) = 1/2 ρi(xi, N N i∈N yi), where ρi is the metric in Xi. We note that the maps Ti induce naturally a transformation T on the inverse limit. The following structure theorem characterizes inverse limits of nilsystems using dynamical parallelepipeds. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5307

Theorem 2.4 (Host-Kra-Maass). [19, Theorem 1.2.] Assume that (X,T ) is a transitive topological dynamical system and let d ≥ 2 be an integer. The following properties are equivalent: 1. If x, y ∈ Q[d] have 2d − 1 coordinates in common, then x = y. 2. If x, y ∈ X are such that (x, y, . . . , y) ∈ Q[d], then x = y. 3. X is an inverse limit of (d − 1)-step minimal nilsystems. A transitive system satisfying one of the equivalent properties above is called a system of order (d − 1) or a (d − 1)-step pro-nilsystem. Further development of the theory of cubes in an abstract setting, calling these structures nilspaces, were given by Host and Kra [17], Antolin Camarena and Szegedy [2, 23], Gutman, Manners, and Varj´u[13, 14, 15] and Candela [3,4] etc.

2.5. Proximal, distal and regionally proximal relations. Let (X,T ) be a topological dynamical system. Fix (x, y) ∈ X2. It is a proximal pair if inf d(T nx, n∈Z T ny) = 0; it is a distal pair if it is not proximal. Denote by P(X,T ) the set of proximal pairs of (X,T ). It is also called the proximal relation. A topological dynamical system (X,T ) is equicontinuous if for every  > 0 there exists δ > 0 such that d(x, y) < δ implies d(T nx, T ny) <  for every n ∈ Z. It is distal if P(X,T ) = ∆(X). Any equicontinuous system is distal. Let (X,T ) be a minimal system. The regionally proximal relation RP(X,T ) is defined as: (x, y) ∈ RP(X,T ) if there are sequences xi, yi ∈ X, ni ∈ Z such ni that xi → x, yi → y and (T × T ) (xi, yi) → (z, z), i → ∞, for some z ∈ X. It is well known that RP(X,T ) is an invariant closed equivalence relation and this relation defines the maximal equicontinuous factor Xeq = X/RP(X,T ) of (X,T ) (for example see [24, Chapter V]).

2.6. Regionally proximal relation of order d. Definition 2.5. Let (X,T ) be a topological dynamical system and let d ≥ 1 be an integer. The points x, y ∈ X are said to be regionally proximal of order d if for 0 0 d any δ > 0, there exist x , y ∈ X and a vector n = (n1, . . . , nd) ∈ Z such that ρ(x, x0) < δ, ρ(y, y0) < δ, and ρ(T n·x0,T n·y0) < δ for any  ∈ {0, 1}d \{0}.

[d] 0 0 In other words, there exists S ∈ F such that ρ(Sx ,Sy ) < δ for every  ∈ {0, 1}d \{0}. The set of regionally proximal pairs of order d is denoted by RP[d] (or by RP[d](X,T ) in case of ambiguity), and is called the regionally proximal relation of order d. The notion of the regionally proximal relation of order d was introduced by Host, Kra and Maass in [19](d = 2 in [20]). The regionally proximal relation of order d for the topological dynamical systems under more general group action was studied in [12]. It is easy to see that RP[d] is a closed and invariant relation. Observe that ([19]) P(X,T ) ⊂ ... ⊂ RP[d+1] ⊂ RP[d] ⊂ ... ⊂ RP[2] ⊂ RP[1] = RP(X,T ). The following theorems proved in [19] (for minimal distal systems) and in [22] (for general minimal systems) tell us conditions under which the pair (x, y) belongs to RP[d] and the relation between RP[d] and d-step pro-nilsystems. 5308 FANGZHOU CAI AND SONG SHAO

Theorem 2.6. [22]Let (X,T ) be a minimal topological dynamical system and let d ≥ 1 be an integer. Then 1. (x, y) ∈ RP[d] if and only if (x, y, . . . , y) ∈ Q[d+1] if and only if (x, y, . . . , y) ∈ F [d+1](x[d+1]). 2. RP[d] is an equivalence relation. [d] 3. (X,T ) is a system of order d if and only if RP = ∆X . Theorem 2.7. [22] Let π :(X,T ) → (Y,S) be a factor map between minimal topological dynamical systems and let d ≥ 1 be an integer. Then 1. π × π(RP[d](X,T )) = RP[d](Y,S). [d] 2. (Y,T ) is a system of order d if and only if RP (X,T ) ⊂ Rπ. In particular, the quotient of (X,T ) under RP[d](X,T ) is the maximal d-step pronil- factor of X (i.e. the maximal factor of order d). [d] Let Zd = X/RP (X,T ) and πd :(X,T ) → (Zd,Td) be the factor map. The system Z0 is the trivial system and the system Z1 is the maximal equicontinuous factor Xeq. 2.7. Some fundamental extensions. Let (X,T ) and (Y,S) be topological dy- namical systems and let π : X → Y be a factor map. We say that π is an open extension if it is open as a map; and π is a semi-open extension if the image of every nonempty open set of X has nonempty interior. An important fact is that any factor map of minimal systems is semi-open (for example see [24, Chapter II, Subsection 9.17]). An extension π is proximal if π(x1) = π(x2) implies (x1, x2) ∈ P(X,T ), and π is distal if π(x1) = π(x2) and x1 6= x2 implies (x1, x2) 6∈ P(X,T ). An extension π is −1 almost one to one if there exists a dense Gδ set X0 ⊂ X such that π ({π(x)}) = {x} for any x ∈ X0. It is easy to see that any almost one to one extension between minimal systems is proximal [24, Chapter VI]. An extension π between minimal systems is called a relatively incontractible (RIC) extension if it is open and for every n ≥ 1 the relation n n Rπ = {(x1, . . . , xn) ∈ X : π(xi) = π(xj), ∀ 1 ≤ i ≤ j ≤ n} has a dense set of minimal points. In particular, a RIC extension π is open, and hence π−1 : Y → 2X , y 7→ π−1(y) is continuous. A distal extension between minimal systems is RIC. Every factor map between minimal systems can be lifted to a RIC extension by proximal extensions (see [6] or [24, Chapter VI]). Theorem 2.8. Given a factor map π : X → Y between minimal topological dynam- ical systems (X,T ) and (Y,S) there exists a commutative diagram of factor maps (called RIC-diagram or EGS-diagram1)

0 X ←−−−−θ X0   π  0 y yπ Y ←−−−−θ Y 0 such that (a) θ0 and θ are proximal extensions;

1EGS stands for Ellis, Glasner and Shapiro [6]. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5309

(b) π0 is a RIC extension; 0 0 (c) X is the unique minimal set in Rπθ = {(x, y) ∈ X × Y : π(x) = θ(y)} and θ0 and π0 are the restrictions to X0 of the projections of X × Y 0 onto X and Y 0 respectively. Note that when π is RIC, the proximal extensions θ, θ0 in the theorem above are trivial (i.e. isomorphisms). In particular, when π is distal or Y is trivial, the proximal extensions θ, θ0 are trivial.

3. Topological characteristic factors along cubes. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. By Theorem 2.7,(Zd,Td) = [d] (X/RP (X),Td) is the maximal d-step pro-nilfactor of (X,T ). For convenience, we also use the symbol T to denote the action on Zd, that is, (Zd,T ) is the maximal d-step pro-nilfactor of (X,T ). Let πd :(X,T ) → (Zd,T ) be the factor map. In this section we will prove the main results of the paper. First we will show that [d] [d] modulo proximal extensions Q (X) is πd−1-saturated. Then using this result we will prove that modulo proximal extensions the maximal (d − 1)-step pro-nilfactor (Zd−1,T ) is the topological cubic characteristic factor of order d of (X,T ).

3.1. Parallelepiped Q[d]. The following lemma generalizes Lemma 4.2 in [5], which gives a condition when a point x ∈ X[d] belongs to Q[d](X). Lemma 3.1. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step pro-nilfactor. If points x1, x2, . . . , x2d ∈ X satisfy the following coditions: 2d 1. x = (x1, x2, . . . , x2d ) ∈ Rπ , that is, π(x1) = π(x2) = ... = π(x2d ); [d] 2. p1 : O(x,T ) → X is semi-open, where p1 is the projection to the first coordinate, [d] [d] [d] then {x1, x2, . . . , x2d } ⊂ Q (X). In particular, x = (x1, x2, . . . , x2d ) ∈ Q (X). Proof. We first prove the following claim. [d] [d] Claim. If (x1, α∗) ∈ {x1, x2, . . . , x2d } ∩ Q (X), then [d] d (xi, α∗) ∈ Q (X) for any i ∈ {1, 2,..., 2 }.

d [d] Proof of Claim. Fix an i0 ∈ {1, 2,..., 2 }, we will show that (xi0 , α∗) ∈ Q (X). Let U1,U2,...,U2d be neighborhoods of x1, x2 . . . , x2d respectively. Since p1 is semi- open, we have that

[d] V1 = int p1((U1 × U2 · · · × U2d ) ∩ O(x,T )) 6= ∅.

It is obvious that V1 ⊂ U1. Set V2 = U2,...,V2d = U2d . We can write (x1, α∗) = d d (xs())∈{0,1}d , where s : {0, 1} → {1, 2,..., 2 } is a function with s(0) = 1. By the definition of V1, it is easy to see that [d] (V1 × V2 · · · × V2d ) ∩ O(x,T ) 6= ∅.

So there exists n0 ∈ Z such that

−n0 −n0 −n0 x1 ∈ T V1, x2 ∈ T V2, . . . , x2d ∈ T V2d ,

Q −n0 thus (x1, α∗) = (xs())∈{0,1}d ∈ T Vs(). ∈{0,1}d 5310 FANGZHOU CAI AND SONG SHAO

[d] d From the hypothesis, (x1, α∗) ∈ Q (X), so there exists n ∈ Z and x ∈ X such that n· Y −n0 (T x)∈{0,1}d ∈ T Vs(). ∈{0,1}d T −n· T −n· It follows that T Vs() 6= ∅. Set W1 = T Vs() and W2 = ∈{0,1}d ∈{0,1}d U2,...,W2d = U2d . Note that W1 ⊂ V1. Since W1 ⊂ V1, by the definition of V1 we have that [d] (W1 × W2 · · · × W2d ) ∩ O(x,T ) 6= ∅.

Thus there exists n1 ∈ Z such that

−n1 −n1 −n1 x1 ∈ T W1, x2 ∈ T W2, . . . , x2d ∈ T W2d . [d−1] Since (x1, xi0 ) ∈ Rπ ⊂ RP (X), by Theorem 2.6 [d] [d] (xi0 , (x1 )∗) = (xi0 , x1, . . . , x1) ∈ Q (X).

−n1 −n1 −n1 Note that (xi0 , x1, . . . , x1) ∈ T Wi0 × T W1 · · · × T W1, so there exist some m ∈ Zd and x0 ∈ X such that

m· 0 −n1 −n1 −n1 (T x )∈{0,1}d ∈ T Wi0 × T W1 · · · × T W1. It follows that \ −m· Wi0 ∩ T W1 6= ∅. ∈{0,1}d\{0} T −n· Since W1 = T Vs(), we have that ∈{0,1}d

\ −m· \ −n·η Wi0 ∩ T T Vs(η) 6= ∅. ∈{0,1}d\{0} η∈{0,1}d In particular, we have that \ −(m+n)· Wi0 ∩ T Vs() 6= ∅. ∈{0,1}d\{0} d Since Wi ⊂ Vi ⊂ Ui, i ∈ {1, 2,... 2 }, it follows that \ −(m+n)· Ui0 ∩ T Us() 6= ∅. ∈{0,1}d\{0} d Note that Ui is arbitrary for each i ∈ {1, 2,..., 2 }, by definition we have that [d] (xi0 , α∗) ∈ Q (X). The proof of claim is complete.

[d] Now we prove the lemma. Let y ∈ {x1, x2, . . . , x2d } and l(y) denote the number d of x1’s appearing in y. We prove the lemma by induction on l(y). If l(y) = 2 , [d] then y = (x1, x1, . . . , x1) ∈ Q (X). Assume that y ∈ Q[d](X) whenever l(y) = k ≥ 1. We show that if l(y) = k − 1 [d] d d then y = (y)∈{0,1}d ∈ Q (X). Since l(y) = k − 1 < 2 , there exists 0 ∈ {0, 1} such that y0 6= x1. By using an Euclidean permutation, we may assume that 0 = 0. [d] That is, y = (y0, y∗) with y0 6= x1. Let z = (x1, y∗). Then z ∈ {x1, x2, . . . , x2d } [d] and l(z) = k. By the inductive assumption z = (x1, y∗) ∈ Q (X). By Claim, [d] y = (y0, y∗) ∈ Q (X). The proof is complete. By Lemma 3.1, we have the following corollary immediately. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5311

Corollary 2. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step 2d [d] [d] pro-nilfactor. If x ∈ Rπ is a T -minimal point, then x ∈ Q (X).

2d [d] [d] Proof. Since x ∈ Rπ is a T -minimal point, p1 : O(x,T ) → X is semi-open. The result follows from Lemma 3.1.

Now we have that if the factor map to the maximal (d − 1)-step pro-nilfactor is RIC, then Q[d](X) is π[d]-saturated.

Proposition 1. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step pro-nilfactor. If π is RIC, then

[d] [d] −1  [d]  Q (X) = (π ) Q (Zd−1) .

[d] −1 [d]  [d] Proof. First it is obvious that (π ) Q (Zd−1) ⊃ Q (X). Now we show the [d] −1 [d]  [d] other direction: (π ) Q (Zd−1) ⊂ Q (X). 2d [d] [d] If x ∈ Rπ is a T -minimal point, then by Corollary2, x ∈ Q (X). Since π [d] 2d 2d is RIC, the set of T -minimal points is dense in Rπ and it follows that Rπ = (π[d])−1(∆[d] ) ⊂ Q[d](X). Since π is RIC, (π[d])−1 is continuous as mentioned in Zd−1 Subsection 2.7. Thus   (π[d])−1 Q[d](Z ) = (π[d])−1O(∆[d] , G[d]) d−1 Zd−1

= O((π[d])−1(∆[d] ), G[d]) ⊂ Q[d](X). Zd−1 The proof is complete.

[d−1] We point out that we only use the fact that Rπ ⊂ RP (X) in the proofs above. Since a distal extension is RIC, we have the following corollary.

Corollary 3. Let (X,T ) be a minimal distal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d − 1)-step pro-nilfactor. Then

[d] [d] −1  [d]  Q (X) = (π ) Q (Zd−1) .

Remark 1. In Corollary3, Zd−1 is the minimal factor such that the result holds. That is, if π0 : X → Y is a factor map such that Q[d](X) = (π0[d])−1 Q[d](Y ), then Zd−1 is a factor of Y . [d−1] To see this, we only need to show Rπ0 ⊂ RP (X). Now assume (x1, x2) ∈ Rπ0 , 0[d] [d] [d] 0[d] −1 [d]  then (π )(x1, x2, . . . , x2) ∈ ∆Y ⊂ Q (Y ), so (x1, x2, . . . , x2) ∈ (π ) Q (Y ) [d] [d−1] = Q (X) and (x1, x2) ∈ RP (X) by Theorem 2.6. In the general case, we have that modulo proximal extensions Q[d](X) is π[d]- saturated.

Theorem 3.2. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step 5312 FANGZHOU CAI AND SONG SHAO pro-nilfactor. Then there is a commutative diagram of homomorphisms of minimal topological dynamical systems

θ0 X o X0

π π0

 θ  0 Zd−1 o Y such that Q[d](X0) = (π0[d])−1Q[d](Y 0), where θ, θ0 are proximal extensions. Proof. By Proposition 2.8, π0 is RIC. According to Proposition1, we only need to [d−1] 0 0 0 0 0 0 0 0 0 prove Rπ0 ⊂ RP (X ). Let (x1, x2) ∈ Rπ0 , then π (x1) = π (x2) and θπ (x1) = 0 0 0 0 0 0 θπ (x2). Since the diagram is commutative, we have πθ (x1) = πθ (x2). It follows that 0 0 0 0 [d−1] (θ (x1), θ (x2)) ∈ Rπ = RP (X). 00 00 [d−1] 0 0 00 0 00 By theorem 2.7, there exists (x1 , x2 ) ∈ RP (X ) such that (θ (x1 ), θ (x2 )) = 0 0 0 0 0 (θ (x1), θ (x2)). Since θ is proximal, we have 0 00 0 00 0 [d−1] 0 (x1, x1 ), (x2, x2 ) ∈ Rθ0 ⊂ P(X ) ⊂ RP (X ). [d−1] 0 0 0 Note that RP (X ) is an equivalence relation (Theorem 2.6), we have (x1, x2) ∈ [d−1] 0 [d−1] 0 RP (X ), so Rπ0 ⊂ RP (X ). The proof is complete.

3.2. A counterexample. Let π :(X,T ) → (Zd−1,T ) be the factor map. We use the following classical system to show that without additional conditions, Q[d](X) may not be π[d]-saturated. Example 1. Sturmian system.

Let α be an irrational number in the interval (0, 1) and Rα be the irrational rotation on the (complex) unit circle T generated by e2πiα. Set  2πiθ  2πiθ A0 = e : 0 ≤ θ < (1 − α) and A1 = e : (1 − α) ≤ θ < 1 .

Consider z ∈ T and define x ∈ {0, 1}Z by: for all n ∈ Z, xn = i if and only if n Z Rα(z) ∈ Ai. Let X ⊂ {0, 1} be the orbit closure of x under the shift map σ on {0, 1}Z, i.e. for any y ∈ {0, 1}Z,(σ(y))n = yn+1. This system is called Sturmian system. It is well known that (X, σ) is a minimal almost one-to-one (hence proximal) extension of (T,Rα). Moreover, it is an asymptotic extension. Let π : X → T be the former extension and consider (x1, x2) ∈ Rπ \ ∆X . Then [d] (x1, x2) is an asymptotic pair and thus (x1, x2) ∈ RP for any integer d ≥ 1. It is d showed in [5, Example 4.8] that it is not possible that for any d ∈ N, {x1, x2} ⊂ Q[d](X). Hence Q[d](X) 6= (π[d])−1(π[d](Q[d](X))). That is, Q[d](X) is not π[d]-saturated.

3.3. Topological characteristic factors along cubes. In this subsection we will use results developed above to show that up to proximal extensions the maximal (d − 1)-step pro-nilfactor is the topological cubic characteristic factor of order d. First we need the following lemma, which can be proved by the method in [1] or [d] [d] [10, Section 4.]. We set Q [x] = {z ∈ Q (X): z0 = x}. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5313

Lemma 3.3. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. There exists a dense Gδ set X0 ⊂ X such that for each x ∈ X0 we have that Q[d][x] = F [d](x[d]). Proposition 2. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step pro-nilfactor. If π is RIC, then Zd−1 is the topological cubic characteristic factor of order d. That is, there exists a dense Gδ set X0 ⊂ X such that for each x ∈ X0 with y = π(x) we have that

[d] [d] [d] −1 [d] [d] F (x ) = {x} × (π∗ ) F∗ (y∗ ).

Proof. By Lemma 3.3, there exists a dense Gδ set X0 ⊂ X such that for each [d] [d] [d] x ∈ X0, Q [x] = F (x ). Let x ∈ X0 and y = π(x). It is obvious that

[d] [d] [d] −1 [d] [d] F (x ) ⊂ {x} × (π∗ ) F∗ (y∗ ). Now we prove [d] [d] [d] −1 [d] [d] F (x ) ⊃ {x} × (π∗ ) F∗ (y∗ ). [d] −1 [d] [d] Let (x, z) ∈ {x} × (π∗ ) F∗ (y∗ ). Then

[d] [d] [d] [d] [d] (π(x), π∗ (z)) = (y, π∗ (z)) ∈ F (y ) ⊂ Q (Zd−1). [d] [d] Hence π (x, z) ∈ Q (Zd−1). Since π is RIC, by Proposition1,

[d] [d] −1  [d]  Q (X) = (π ) Q (Zd−1) .

It follows that (x, z) ∈ Q[d](X). Hence (x, z) ∈ Q[d][x] = F [d](x[d]). The proof is complete. The following theorem shows that up to proximal extensions the maximal (d−1)- step pro-nilfactor is the topological cubic characteristic factor of order d. Theorem 3.4. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step pro-nilfactor. Then there is a commutative diagram of homomorphisms of minimal topological dynamical systems

θ0 X o X0

π π0

 θ  0 Zd−1 o Y such that (Y 0,T ) is the topological cubic characteristic factor of order d of (X0,T ) and θ, θ0 are proximal extensions. Proof. It follows from Theorem 3.2 and Proposition2. When X is distal or weakly mixing, by the remark after Theorem 2.8 the proximal extensions θ, θ0 in the theorem above are trivial (i.e. isomorphisms). We get Corollary 4. 1. Let (X,T ) be a distal minimal topological dynamical system and d ≥ 1 be an integer. Then the maximal (d − 1)-step pro-nilfactor is the topological cubic characteristic factor of order d. 5314 FANGZHOU CAI AND SONG SHAO

2. Let (X,T ) be a weakly mixing minimal topological dynamical system and d ≥ 1 be an integer. Then the trivial system is the topological cubic characteristic factor of order d. Remark 2. In fact, for a weakly mixing minimal system we can say more. In [22], it is shown that for a weakly mixing minimal system (X,T ) and d ∈ N, 1.( Q[d], G[d]) is minimal and Q[d] = X[d]. 2. For all x ∈ X,(F [d](x[d]), F [d]) is minimal and

d [d] [d] [d] 2 −1 F (x ) = {x} × X∗ = {x} × X . 3.4. Topological characteristic factors along cubes of distal systems. Corol- lary4 says that for a distal minimal system the maximal ( d − 1)-step pro-nilfactor is the topological cubic characteristic factor of order d. In fact we can say more. In this subsection, we use a different approach to deal with distal systems. We will show the following result: Proposition 3. Let (X,T ) be a minimal distal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d − 1)-step pro-nilfactor. Then for each x ∈ X with y = π(x) we have that   [d] [d] [d] −1 [d] [d] F (x ) = {x} × (π∗ ) F∗ (y∗ ) . (3)

In particular, Zd−1 is the topological cubic characteristic factor of order d. Remark 3. In the definition of the topological cubic characteristic factor of order d, we require (3) holds for a dense Gδ set. But for distal systems, Proposition3 shows (3) holds for all x ∈ X. First we need some lemmas. By the proof of [22, Theorem 3.1] we can show the following lemma. Please see [11] for another proof. Lemma 3.5. Let (X,T ) be a topological dynamical system and d ≥ 1 be an integer. [d] [d] [d] If x ∈ X is an id × T∗ -minimal point, then x is an F -minimal point. [d] [d] Recall that Q [x] = {z ∈ Q (X): z0 = x}. Lemma 3.6. [22, Proposition 5.2.] Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. If x ∈ Q[d][x], then x[d] ∈ F [d](x). Especially, (F [d](x[d]), F [d]) is the unique F [d]-minimal subset in Q[d][x]. Lemma 3.7. Let (X,T ) be a minimal topological dynamical system and d ≥ 1 be an integer. Let π :(X,T ) → (Zd−1,T ) be the factor map to the maximal (d−1)-step 2d [d] pro-nilfactor. Assume that x = (x)∈{0,1}d ∈ Rπ is an id × T∗ -minimal point. [d] [d] Then x ∈ F (x0 ). 2d [d] Proof. In fact we will show that if x = (x)∈{0,1}d ∈ Rπ is a F -minimal point, [d] [d] [d] [d] then x ∈ F (x0 ). By Lemma 3.5, an id × T∗ -minimal point is F -minimal, Lemma 3.7 follows from the above result. To simplify the notation, we write x = x0 in what follows. We show that if 2d [d] [d] [d] x = (x)∈{0,1}d ∈ Rπ is a F -minimal point, then x ∈ F (x ). We proceed by [1] induction on d. When d = 1, Zd−1 = Z0 is the trivial system and F is spanned [1] 2 by T1 = id × T . Assume that x = (x, x1) ∈ Rπ = X × X is id × T -minimal. Since (X,T ) is minimal, it is obvious that x ∈ F [1](x, x). TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5315

To explain the idea of the proof, we show the case d = 2. The idea comes from the proof of [22, Theorem 6.4]. Assume that

x = (x00, x10, x01, x11) = (x, x10, x01, x11) [2] n is a F -minimal point. Take {nk} ⊂ Z such that T k x10 → x, k → ∞ and assume nk 0 that T x11 → x11, k → ∞. Then

nk 0 (id × T × id × T ) (x, x10, x01, x11) → (x, x, x01, x11), k → ∞.

mk mk 0 Now take {mk} ⊂ Z such that T x01 → x, k → ∞ and assume that T x11 → 00 x11, k → ∞. Then

mk 0 00 (id × id × T × T ) (x, x, x01, x11) → (x, x, x, x11), k → ∞.

[2] [2] [2] [2] Since id × T × id × T = T1 ∈ F and id × id × T × T = T2 ∈ F , we 00 [2] 00 have (x, x, x, x11) ∈ F (x) and (x, x11) ∈ Rπ. As π : X → Z1, we have that 00 [1] 00 [2] [2] (x, x11) ∈ RP (X). It follows that (x, x, x, x11) ∈ Q . As x is a F -minimal 00 [2] [2] [2] [2] point, so does (x, x, x, x11). By Lemma 3.6,(F (x ), F ) is the unique F - [2] 00 [2] [2] [2] minimal subset in Q [x], so (x, x, x, x11) ∈ F (x ). Since x is a F -minimal 00 [2] [2] [2] point and (x, x, x, x11) ∈ F (x), we have that x ∈ F (x ). We are done for the case d = 2. 2d [d] Now we assume that the result holds for d − 1. Assume that x ∈ Rπ is a F - minimal point. We show that x ∈ F [d](x[d]). First we have the following claim, whose proof is given later. 0 0 Claim. There is some x ∈ X such that (x, x ) ∈ Rπ and

[d] 0 0 [d] (x∗ , x ) = (x, x, . . . , x, x ) ∈ F (x).

[d−1] [d] 0 [d] Assuming the claim, since Rπ = RP (X), we have that (x∗ , x ) ∈ Q [x]. This can be seen using Euclidean permutations (or see [22, Lemma 6.2] for a 2d [d] [d] 0 proof). Since x ∈ Rπ is a F -minimal point, so does (x∗ , x ). By Lemma 3.6( F [d](x[d]), F [d]) is the unique F [d]-minimal subset in Q[d][x], and we have that [d] 0 [d] [d] [d] [d] 0 [d] (x∗ , x ) ∈ F (x ). Since x is a F -minimal point and (x∗ , x ) ∈ F (x), we have that x ∈ F [d](x[d]). Now we prove the Claim. We show the case d = 3, and general case is similar. Let

x = (x000, x100, x010, x110, x001, x101, x011, x111). [3] Then x = x000. Since x is a F -minimal point, the points in the lower dimensional [2] faces are also minimal. For example, (x000 = x, x100, x010, x110) is F -minimal. [2] [2] Thus by the inductive hypothesis, (x, x100, x010, x110) ∈ F (x ). Hence there is 1 [2] some sequence Fk ∈ F such that 1 [2] Fk (x000, x100, x010, x110) → x = (x, x, x, x), k → ∞. We may assume that 1 0 0 0 Fk (x001, x101, x011, x111) → (x001, x101, x011, x111), k → ∞. 1 1 [3] Since Fk × Fk ∈ F , we have that

0 0 0 [3] (x, x, x, x, x001, x101, x011, x111) ∈ F (x). 5316 FANGZHOU CAI AND SONG SHAO

[3] 0 0 0 [3] Since x is a F -minimal point, (x, x, x, x, x001, x101, x011, x111) is F -minimal 0 [2] and it follows that (x, x, x001, x101) is F -minimal. Thus by the inductive hypoth- 0 [2] [2] 2 [2] esis, (x, x, x001, x101) ∈ F (x ). Hence there is some sequence Fk ∈ F such that 2 0 [2] Fk (x, x, x001, x101) → x = (x, x, x, x), k → ∞. We may assume that 2 0 0 00 00 Fk (x, x, x011, x111) → (x, x, x011, x111), k → ∞. 2 21 22 21 22 2 21 21 22 22 Let Fk = (Fk ,Fk ), where Fk and Fk act on X . Then (Fk ,Fk ,Fk ,Fk ) ∈ F [3], we have that 00 00 [3] (x, x, x, x, x, x, x011, x111) ∈ F (x). 00 [2] Similarly we have (x, x, x, x011) is F -minimal. Again by the inductive hypoth- 3 [2] esis, there is some sequence Fk ∈ F such that 3 00 [2] Fk (x, x, x, x011) → x = (x, x, x, x), k → ∞. We may assume that 3 00 0 Fk (x, x, x, x111) → (x, x, x, x ), k → ∞. 3 1 2 3 4 1 1 2 2 3 3 4 4 [3] Let Fk = (fk , fk , fk , fk ). Then (fk , fk , fk , fk , fk , fk , fk , fk ) ∈ F , we have that (x, x, x, x, x, x, x, x0) ∈ F [3](x). 0 It is easy to check that (x, x ) ∈ Rπ. The proof is complete. It is easy to verify that Proposition3 follows from Lemma 3.7.

Acknowledgments. We would like to thank Professor Wen Huang and Professor Xiangdong Ye for very useful suggestions. We also thank the referee for the very careful reading and many useful comments, which help us to improve the writing of the paper.

REFERENCES

[1] E. Akin and E. Glasner, Topological ergodic decomposition and homogeneous flows, Topo- logical Dynamics and Applications (Minneapolis, MN, 1995), 43–52, Contemp. Math., 215, Amer. Math. Soc., Providence, RI, 1998. [2] O. Antolin Camarena and B. Szegedy, Nilspaces, nilmanifolds and their morphisms, preprint, arXiv:1009.3825. [3] P. Candela, Notes on nilspaces: Algebraic aspects, Discrete Anal., 2017 (2017), Paper No. 15, 59 pp. [4] P. Candela, Notes on compact nilspaces, Discrete Anal., 2017 (2017), Paper No. 16, 57 pp. [5] P. Dong, S. Donoso, A. Maass, S. Shao and X. Ye, Infinite-step nilsystems, independence and complexity, Ergod. Th. and Dynam. Sys., 33 (2013), 118–143. [6] R. Ellis, S. Glasner and L. Shapiro, Proximal-Isometric Flows, Advances in Math, 17 (1975), 213–260. [7] H. Furstenberg, Ergodic behavior of diagonal measures and a theorem of Szemer´edion arith- metic progressions, J. Analyse Math, 31 (1977), 204–256. [8] H. Furstenberg, Recurrence in Ergodic Theory and Combinatorial Number Theory, M. B. Porter Lectures. Princeton University Press, Princeton, N.J., 1981. 1 PN n n2 [9] H. Furstenberg and B. Weiss, A mean ergodic theorem for N n=1 f(T x)g(T x), Conver- gence in ergodic theory and probability (Columbus, OH, 1993), Ohio State Univ. Math. Res. Inst. Publ., 5, de Gruyter, Berlin, 1996, 193–227. [10] E. Glasner, Topological ergodic decompositions and applications to products of powers of a minimal transformation, J. Anal. Math., 64 (1994), 241–262. [11] E. Glasner, RP [d] is an equivalence relation: An enveloping semigroup proof, preprint, arXiv:1402.3135. TOPOLOGICAL CHARACTERISTIC FACTORS ALONG CUBES 5317

[12] E. Glasner, Y. Gutman and X. Ye, Higher order regionally proximal equivalence relations for general minimal group actions, Adv. Math., 333 (2018), 1004–1041. [13] Y. Gutman, F. Manners and P. Varj´u, The structure theory of Nilspaces I. To appear in J. Analyse Math. [14] Y. Gutman, F. Manners and P. Varj´u, The structure theory of Nilspaces II: Representation as nilmanifolds, Trans. Amer. Math. Soc., 371 (2019), 4951–4992. [15] Y. Gutman, F. Manners and P. Varj´u,The structure theory of Nilspaces III: Inverse limit representations and topological dynamics, Submitted. http://arxiv.org/abs/1605.08950 [16] B. Host and B. Kra, Nonconventional averages and nilmanifolds, Ann. of Math., 161 (2005), 398–488. [17] B. Host and B. Kra, Parallelepipeds, nilpotent groups and Gowers norms, Bull. Soc. Math. France, 136 (2008), 405–437. [18] B. Host and B. Kra, Nilpotent Structures in Ergodic Theory, Mathematical Surveys and Monographs, Volume 236, American Mathematical Society, 2018. [19] B. Host, B. Kra and A. Maass, Nilsequences and a structure theory for topological dynamical systems, Advances in Mathematics, 224 (2010), 103–129. [20] B. Host and A. Maass, Nilsyst`emesd’ordre deux et parall´el´epip`edes, Bull. Soc. Math. France, 135 (2007), 367–405. [21] W. Huang, S. Shao and X. D. Ye, Regionally proximal relation of order d along arithmetic progressions and nilsystems, preprint, 2017. [22] S. Shao and X. Ye, Regionally proximal relation of order d is an equivalence one for minimal systems and a combinatorial consequence, Adv. in Math., 231 (2012), 1786–1817. [23] B. Szegedy, On higher order Fourier analysis, preprint, arXiv:1203.2260. [24] J. de Vries, Elements of Topological Dynamics, Mathematics and its Applications, 257. Kluwer Academic Publishers Group, Dordrecht, 1993. [25] T. Ziegler, Universal characteristic factors and Furstenberg averages, J. Amer. Math. Soc., 20 (2007), 53–97. Received September 2018; revised February 2019. E-mail address: [email protected] E-mail address: [email protected]