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Trees that can be grown in "too many" ways: A review of Bouch's construction

T0 review · 1 major / 6 minor · reviewed 2026-08-11 · deepseek-v4-flash

Pith's one-line read This paper gives a complete proof of Bouch's theorem: on the square lattice, infinitely many trees can be grown from a root in at least L!/C^L distinct orders.

desk verdict A useful, honest review of Bouch's tree construction; the proof is correct, with two small gaps that are easy to fix. read the letter →

arxiv 2412.16912 v3 pith:MYXWZDRY submitted 2024-12-22 math-ph cond-mat.stat-mechmath.MPnlin.PSquant-ph

classification math-phcond-mat.stat-mechmath.MPnlin.PSquant-ph MSC 05C0505A16
keywords rootedtreessquarelatticegrowthordersBouch'sconstructionhierarchicaltreeweightoperatorquantumspinsystems
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper reworks Bouch's 2015 construction into a complete and self-contained proof that on the square lattice $\mathbb{Z}^2$ there are infinitely many bond counts $L$ for which a rooted tree $T$ can be grown from its root in at least $L!/C^L$ distinct ways, where $C>1$ is a fixed constant. Since $L!$ is the trivial upper bound on the number of growth orders, such trees come within a single exponential factor of the absolute maximum. The motivation is quantum many-body physics: as the paper notes (following the cited references), the existence of these trees is a key ingredient in results about operator growth and Lanczos coefficients in quantum spin systems in two or higher dimensions. The paper also records that the corresponding statement for every $L$, rather than only infinitely many $L$, remains open.

What carries the argument

Two devices carry the argument. The first is the tree weight $W(T)=\prod_{b\in T} w(b)$, where $w(b)-1$ counts the bonds downstream of $b$ (the 'flow' starts at the root); Lemma 2.1, attributed to Elizabeth Kupin, states that $N(T)=L!/W(T)$, turning the combinatorial growth count into a product estimate. The second is the hierarchical construction: $T_j$ consists of a horizontal segment of $\ell_j$ bonds and $b_j$ rotated copies of $T_{j-1}$, with $\ell_1=E_1$, $b_j=E_j/E_{j-1}$, $\ell_j=4E_jE_{j-2}/E_{j-1}$, and $E_j=(a_j)^2$ where $a_j=2a_{j-1}$ (an iterated exponential, e.g. $a_2=2^{2^{20}}$ with the paper's $a_0=20$). The enormous growth of the $E_j$ makes the ratio $E_{k-2}/E_{k-1}$ so small that the series $\sum_{k\ge2}4(E_{k-2}/E_{k-1})\log L_k$ converges; this yields $\log W_j\le C_2L_j$ and hence $W_j\le C^{L_j}$. The spacing condition $\ell_j/b_j>\ell_{j-2}$ is asserted to keep the rotated branches from overlapping.

What would settle it

Take the paper's explicit parameters (for instance $a_0=1$ or $a_0=20$), write down the coordinates of every bond of $T_3$ or $T_4$, and check directly whether any two rotated copies of $T_{j-1}$ on the horizontal segment overlap. An overlap would mean the object is not a tree, so the weight recursion (2.12) would fail at that generation; verifying the absence of overlap for the first several generations would confirm the geometric condition in practice.

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Extended reading notes

Core claim

The central claim is Bouch's theorem (Theorem 1.1): there exists a constant $C>1$ and an infinite set $\mathcal{G}$ of positive integers such that, for every $L\in\mathcal{G}$, there is a rooted tree on the square lattice $\mathbb{Z}^2$ with exactly $L$ bonds whose growth-order count $N(T)$ satisfies $N(T)\ge L!/C^L$. The proof constructs a sequence of trees $T_1,T_2,\dots$ hierarchically: $T_j$ is a horizontal segment of $\ell_j$ bonds carrying $b_j$ rotated copies of $T_{j-1}$ as side branches. Using Kupin's lemma $N(T)=L!/W(T)$, where $W(T)$ is the product of downstream-bond count weights, the desired lower bound on $N(T_j)$ is equivalent to an upper bound $W(T_j)\le C^{L_j}$. The paper proves this bound by choosing the branch parameters to grow so fast (a double exponential) that the per-bond logarithmic weight sums to a finite constant.

Load-bearing premise

The whole proof assumes that the side branches (which are rotated copies of the previous tree) attached along the horizontal segment never overlap each other or the segment; the paper asserts a spacing inequality guarantees this but does not prove it for all generations.

Editorial extensions

If this is right

  • For every $L$ in the infinite set $\mathcal{G}$, the construction produces an explicit rooted tree on $\mathbb{Z}^2$ with $N(T)\ge L!/C^L$, giving a constructive counterpart to the non-constructive Bethe-lattice argument reported in the paper.
  • The weight bound $W(T_j)\le C^{L_j}$ implies that the vast majority of bonds in $T_j$ lie in the youngest-generation side branches, with the bottom horizontal segment containing a vanishing fraction of the bonds as $j$ grows.
  • Via the cited works, the existence of such trees enters lower-bound results on operator growth and Lanczos coefficients in quantum spin systems in two or higher dimensions, which is the paper's stated motivation.
  • The theorem leaves open whether the same near-saturation holds for every bond count $L$; Bouch's construction covers only an infinite subsequence.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • If the spacing condition ever failed, the construction could likely be repaired by lengthening the horizontal segment (increasing $\ell_j/b_j$), since the convergence estimates only need the ratios $E_{j-2}/E_{j-1}$ to be small; the paper does not explore this repair.
  • A direct computational check for small $j$ (e.g. $j=2,3,4$) is feasible: with the explicit coordinates fixed, the exact value of $N(T_j)$ can be computed and tested against $N(T_j)\ge L_j!/C^{L_j}$, providing an independent check of both the growth bound and the non-overlap condition.
  • The double-exponential parameter choice is likely far from minimal; trying slower growth (such as a fixed-height tower of exponentials) would test whether the same summability, and hence the theorem, survives with a smaller constant or a denser set of valid $L$.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

1 major / 6 minor

Summary. The paper presents a detailed exposition of Bouch's construction of rooted trees on the square lattice with growth count N(T) ≥ L!/C^L for infinitely many bond numbers L. The author defines a recursive family T_j, derives a recursion for the product weight W(T_j) = ∏ w(b), bounds log W(T_j) ≤ C L_j using a fast-growing parameter sequence, and then applies the Kupin–Bouch formula N(T)=L!/W(T) to conclude Theorem 1.1. The note is intended as a self-contained review and also discusses the implication for quantum operator growth.

Significance. If the geometric gap identified below is closed, the paper will be a valuable pedagogical contribution: it makes Bouch's construction accessible, gives explicit and checkable estimates, and clearly separates the algebraic weight recursion from the geometric packing. The derivation of the bound W_j ≤ C^{L_j} is transparent, the final constant is explicit, and the paper is honest about borrowing Lemma 2.1. It should be useful to researchers in quantum many-body physics and combinatorics.

major comments (1)
  1. [§2.2, Eq. (2.6)] The paper asserts that the condition ℓ_j/b_j > ℓ_{j−2} ensures that the b_j rotated copies of T_{j−1} do not overlap, but no proof is given and the relevant notion of "width" is never defined. For the weight recursion (2.12) to be valid, T_j must be an actual tree, which requires that each rotated copy of T_{j−1} intersect the horizontal segment only at its attachment site and that distinct copies be disjoint. One needs an explicit geometric induction: if h_k denotes the height of T_k (maximal extent perpendicular to its spine), then h_k = ℓ_{k−1} for the chosen orientation, so the width of a rotated T_{j−1} along the horizontal segment is at most ℓ_{j−2}; then (2.6) gives the needed separation. The paper should also state the orientation convention (e.g., all branches on one side of the segment, no sub-branches crossing the segment). This gap is load-bearing because the bound (2.12) is the basis for the final estimate (2.32).
minor comments (6)
  1. [§2.4] The sentence "The condition (2.6) is automatically satisfied" is correct, since ℓ_j/b_j = 4E_{j−2} > ℓ_{j−2} = 4E_{j−2}E_{j−4}/E_{j−3}, but the computation should be displayed because the inequality is not immediately apparent from (2.13) and (2.14).
  2. [Lemma 2.1] Since the paper claims to give a complete presentation, include the short induction proof of N(T)=L!/W(T), or state more prominently that this is quoted from Bouch's Lemma 6.2 with a proof reference.
  3. [§2.4 heading] The heading "Descritpion" is a typo; it should be "Description".
  4. [Figure 4 caption] The caption says "Bauch's sequence"; it should say "Bouch's sequence".
  5. [Just before Eq. (2.28)] The phrase "form (2.21) and (2.22)" should be "from (2.21) and (2.22)".
  6. [Footnote 1] The claim N(T)=(L−1)!!∼√L! is not tied to a specific tree; please clarify which tree this refers to, or remove the sentence if it is not needed.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity: the note is a self-contained review deriving Bouch's theorem from an explicit construction and the weight recursion, with no fitted parameters or self-citation used as evidence.

full rationale

The derivation chain is: define rooted trees T_j recursively from explicit sequences (2.13)-(2.14); record bond counts L_j in (2.10)/(2.17); prove (or cite as a lemma, Lemma 2.1) N(T)=L!/W(T); derive the recursion W_j <= (W_{j-1})^{b_j} L_j^{ell_j} in (2.12), translate it into (2.18)-(2.20); and bound the resulting sums using the rapidly increasing sequence a_j, obtaining W_j <= C^{L_j}. The only borrowed ingredient is Lemma 2.1, which is stated as a standard induction result and referenced to Bouch's Lemma 6.2; that lemma is not the theorem being proved, and the paper gives the formula and a proof sketch ('It can be proved easily by induction'). No parameter is fitted to any target quantity, and no 'prediction' is read back from data. The self-citations to [2] and [3] appear only in the abstract and introductory motivation about operator growth; they are not used to justify Theorem 1.1. The skeptical concern about condition (2.6), namely that the paper asserts without proof that the spacing condition prevents all overlaps of rotated copies, is a potential gap in the existence of T_j, not a circularity: it does not make the conclusion equal to an input. If (2.6) were insufficient, the constructed object might fail to be a tree and the recursion would lack a basis, but that would be an incorrectness or incompleteness, not a self-referential derivation. Therefore the circularity score is 0.

Assumptions & free parameters 1 free parameters · 2 assumptions · 0 invented entities

The central claim rests on a standard combinatorial lemma (N(T)=L!/W(T)) and a geometric embedding condition. There are no fitted constants, no invented physical entities, and only a harmless arbitrary seed parameter a0. The omitted proof of Lemma 2.1 and the unproved non-overlap condition are the main load-bearing assumptions.

free parameters (1)
  • a0 (seed for the fast-growing sequence) = 20 (Bouch's choice; any positive integer works)
    a0 is a hand-chosen positive integer that seeds the fast-growing sequence a_j = 2^{a_{j-1}}, E_j = a_j^2. The theorem's existence claim does not depend on the specific value, so it is an arbitrary construction parameter rather than a fitted constant.
assumptions (2)
  • domain assumption Lemma 2.1: For any rooted tree T with L bonds, N(T) = L!/W(T).
    Stated in Section 2.1 and used to translate the target bound on N(T) into a bound on the product of weights. The note does not prove the lemma, citing Bouch's Lemma 6.2 instead.
  • domain assumption The spacing condition (2.6), ℓ_j/b_j > ℓ_{j-2}, is sufficient to embed all rotated copies of T_{j-1} into the square lattice without overlaps.
    Stated in Section 2.2 to justify that T_j is a genuine tree on Z2. The paper asserts this geometric fact without a detailed proof for all generations.

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Cite this review

Pith. "Pith review of Trees that can be grown in "too many" ways: A review of Bouch's construction." pith.science (2026). https://pith.science/paper/MYXWZDRY

@misc{pith2026241216912,
  author       = {Pith},
  title        = {Pith review of: Trees that can be grown in "too many" ways: A review of Bouch's construction},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/MYXWZDRY}},
  note         = {Machine review of arXiv:2412.16912}
}
abstract

We carefully review the hierarchical construction by Bouch [Bouch2015] of trees on the square lattice that can be grown from its root in $L!/C^L$ distinct ways, where $L$ denotes the number of bonds constituting the tree, and $C>1$ is a constant. (As discussed in Section IV.A of [ParkerCaoAvdoshkinScaffidiAltman2019] and Appendix A.3 of [ShiraishiTasaki2024], this result has an implication on the operator growth in quantum spin systems in two or higher dimensions.)

Figures

Figures reproduced from arXiv: 2412.16912 by the authors.

Figure 1
Figure 1. Examples of rooted trees and the number of ways to cons [PITH_FULL_IMAGE:figures/full_fig_p002_1.png] view at source ↗
Figure 2
Figure 2. For simplicity, we consider the Bethe lattice with coordinatio [PITH_FULL_IMAGE:figures/full_fig_p002_2.png] view at source ↗
Figure 3
Figure 3. The weights of bonds and trees in some examples. The numb [PITH_FULL_IMAGE:figures/full_fig_p003_3.png] view at source ↗
Figures from the paper (2 more)
Figure 4
Figure 4. Figure 4: Schematic figures of the first three generations, [PITH_FULL_IMAGE:figures/full_fig_p005_4.png]
Figure 5
Figure 5. Figure 5: The tree Tj consists of a horizontal segment with ℓj bonds and bj vertical branches sticking out of it. Each branch is a rotated copy of the tree Tj−1. We shall choose various parameters so that most of the bonds in Tj belong to branches with the youngest generations w…

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Reference graph

Works this paper leans on

3 extracted references · 2 linked inside Pith

  1. [1]

    Bouch, Complex-Time Singularity and Locality Estimates for Quantum Lattice Sys- tems, J

    G. Bouch, Complex-Time Singularity and Locality Estimates for Quantum Lattice Sys- tems, J. Math. Phys. 56, 123303 (2015). https://arxiv.org/abs/1011.1875

  2. [2]

    Parker, X

    D.E. Parker, X. Cao, A. Avdoshkin, T. Scaffidi, and E. Altma n, A Universal Operator Growth Hypothesis , Phys. Rev. X 9, 041017 (2019). https://journals.aps.org/prx/abstract/10.1103/PhysRevX.9.041017

  3. [3]

    Shiraishi and H

    N. Shiraishi and H. Tasaki, The S = 1 2 XY and XYZ models on the two or higher dimen- sional hypercubic lattice do not possess nontrivial local c onserved quantities , (preprint, 2024), https://arxiv.org/abs/2412.18504 8

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