computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 13 The crossover bandthe lateral-widening inequality, the doubling iteration, the conditional reduction · Kiichi, Shiori and Rin

The whole book Contents and reading orders
  1. Part 0 Entrance — how to read this book
  2. 0-01 How to read this book
  3. 0-02 One picture
  4. 0-03 Reading the problem statement word by word
  5. 0-04 Four dimensions in mathematics and four dimensions in physics
  6. Part 1 Mathematical preparation
  7. 1-01 Vector spaces and linear maps
  8. 1-02 What a group is
  9. 1-03 Lie groups and Lie algebras
  10. 1-04 SU(2) and SU(3)
  11. 1-05 Manifolds and tangent spaces
  12. 1-06 Differential forms and the exterior derivative
  13. 1-07 Vector bundles and connections
  14. 1-08 Probability and measure
  15. 1-09 Probability in infinite dimensions
  16. 1-10 Hilbert spaces and self-adjoint operators
  17. 1-11 Fourier analysis and distributions
  18. 1-12 Detour: what happens only in four dimensions
  19. Part 2 Physical preparation
  20. 2-01 Lagrangians and the action
  21. 2-02 The idea of a field
  22. 2-03 Electromagnetism is a gauge theory
  23. 2-04 Special relativity and spacetime
  24. 2-05 The bones of quantum mechanics
  25. 2-06 The harmonic oscillator and creation and annihilation
  26. 2-07 The idea of the path integral
  27. 2-08 Statistical mechanics and phase transitions
  28. 2-09 Detour: the gap and the correlation length in the Ising model
  29. 2-10 The relaxation time and the dynamical exponent z
  30. Part 3 Yang–Mills theory (classical)
  31. 3-01 The gauge principle
  32. 3-02 Non-abelian gauge fields
  33. 3-03 The action and the equations
  34. 3-04 Gauge theory as geometry
  35. 3-05 Instantons and topology
  36. 3-06 Detour: Donaldson and exotic R⁴
  37. 3-07 Yang–Mills inside the Standard Model
  38. Part 4 Quantisation
  39. 4-01 Canonical quantisation and the Hamiltonian
  40. 4-02 The path integral and Euclideanisation
  41. 4-03 Perturbation theory and Feynman diagrams
  42. 4-04 Divergences and renormalisation
  43. 4-05 The algebra of divergences
  44. 4-06 Asymptotic freedom
  45. 4-07 Dimensional transmutation and Λ
  46. 4-08 Gauge fixing and Faddeev–Popov
  47. 4-09 The axioms of quantum field theory
  48. 4-10 The Osterwalder–Schrader axioms and reconstruction
  49. 4-11 The definition of the mass gap
  50. 4-12 Detour: the perturbation series diverges
  51. Part 5 Lattice gauge theory
  52. 5-01 Wilson's lattice
  53. 5-02 The strong-coupling expansion
  54. 5-03 Reflection positivity and the transfer matrix
  55. 5-04 The infinite-volume limit and the cluster expansion
  56. 5-05 Weak coupling and the continuum limit
  57. 5-06 How U(1) differs from the non-abelian case
  58. 5-07 The Monte Carlo method
  59. 5-08 Measuring glueballs and the string tension
  60. 5-09 What to hold fixed when taking the limit
  61. 5-10 Lattice gauge theory with finite groups
  62. 5-11 Detour: Bakry–Émery and one-link integration
  63. Part 6 Constructive field theory
  64. 6-01 What constructive field theory is
  65. 6-02 Solvability in two dimensions and the Yang–Mills measure
  66. 6-03 Constructing scalar fields
  67. 6-04 The cluster expansion
  68. 6-05 The sequence of renormalisation group steps
  69. 6-06 Ultraviolet stability of three-dimensional Yang–Mills
  70. 6-07 Four dimensions
  71. 6-08 Triviality of φ⁴ in four dimensions
  72. 6-09 Stochastic quantisation and regularity structures
  73. 6-10 Where four dimensions stops
  74. 6-11 Obstacles other than divergence
  75. 6-12 Detour: "if 1/0 is given a symbol"
  76. Part 7 From the side of physics
  77. 7-01 How physics sees it
  78. 7-02 Mechanisms of confinement
  79. 7-03 The string picture
  80. 7-04 Large N
  81. 7-05 String theory and extra dimensions
  82. 7-06 How extra dimensions become invisible
  83. 7-07 Where gauge fields come from
  84. 7-08 Holography
  85. 7-09 The mass gap becomes geometry
  86. 7-10 Back to four dimensions
  87. 7-11 Supersymmetry and Seiberg–Witten
  88. 7-12 The sentence that plays the role of an equivalence principle
  89. 7-13 Where the way physics digs parts from mathematics
  90. Part 8 A dictionary of two languages — the physical and the mathematical view
  91. 8-01 How to read the dictionary
  92. 8-02 Dictionary A
  93. 8-03 Dictionary B
  94. 8-04 Dictionary C
  95. 8-05 The physical counterparts of our assumptions
  96. The map
  97. Part 9 Where things stand, and open tasks
  98. 9-01 How far the world has come
  99. 9-02 Where the two ways of digging part
  100. 9-03 Candidates for new concepts
  101. 9-04 The list of open tasks
  102. 9-05 Common misconceptions
  103. 9-06 The stages a proof must contain — the table of seven stages
  104. The first road — from the direction of time
  105. Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
  106. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  107. 10-01 The line of construction and Assumption ξ²
  108. 10-02 Roads tried on the four-dimensional lattice, and walls
  109. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  110. 10-04 The path measure of the double well, and kinks
  111. 10-05 The statement of the first step — four conditions and Proposition 4.5
  112. 10-06 (H1) Local Poincaré within a phase
  113. 10-07 The map of (H2) — seven routes and the seam of the ring
  114. 10-08 What computer-assisted means — the conditions on the chain inside the window
  115. 10-09 The sector framework and the three strands of route 5
  116. 10-10 The list of detour plans — types of breakage
  117. 10-11 (H3)(H4) and the constant of the core
  118. 10-12 The integrated table and the dependency graph
  119. 10-13 Lean statements and the limits of machine checking
  120. 10-14 Reconciliation — the numbers of the record and the known numbers
  121. 10-15 What remains and its cost — the distance to a theorem
  122. 10-16 What is not claimed
  123. 10-17 Insights and small questions
  124. Part 11 The first road, second half — repairing the form of the assumption, making time continuous
  125. 11-00 Further considerations — entrance
  126. 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
  127. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  128. 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
  129. 11-04 Which Assumption ξ² the one-sided bridge needs
  130. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  131. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  132. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  133. 11-08 Questions, and what is not claimed
  134. 11-A1 Table of notation for Part 11
  135. The second road — from the direction of space
  136. Part 12 The second road: from the direction of space — a small twisted T² and confinement
  137. 12-00 Entrance — space, not time
  138. 12-01 The twisted T² and 't Hooft flux
  139. 12-02 Vortices and fractional instantons
  140. 12-03 Containers — conditioning on the frame makes things independent
  141. 12-04 Slab confinement
  142. 12-05 Vortex-insertion identities
  143. 12-06 Driven insertion and the flow lemma
  144. 12-07 Why fixed maps fail
  145. 12-08 The measured record
  146. 12-09 Where this road stops — widening the T² is the band
  147. The crossover band — two roads reach the same wall
  148. Part 13 The crossover band — two roads reach the same wall
  149. 13-00 Entrance — confluence
  150. 13-01 The correct form of the band
  151. 13-02 Reduction to a single inequality
  152. 13-03 The only place where non-abelian enters
  153. 13-04 Structure alone cannot cross
  154. 13-05 The chessboard and simultaneous flips
  155. 13-06 Renormalisation comparison — a comparison that distinguishes groups
  156. 13-07 The band seen from the side of time
  157. 13-08 A map of the roads tried and stopped
  158. 13-09 The measured record
  159. 13-10 Candidate new viewpoints
  160. 13-11 Ultraviolet control — what it means to close at infinitely many steps
  161. Closing
  162. Part 14 Closing — conditional statements
  163. 14-00 Entrance — the promise of this part
  164. 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
  165. 14-02 The ledger of conditions
  166. 14-03 The table of questions (a cross-index)
  167. 14-04 What is not claimed (a cross-index)
  168. Appendices
  169. A-01 Table of notation
  170. A-02 Glossary
  171. A-03 Guide to the literature
  172. A-04 Lean and machine checking
  173. A-05 How this book was made
  174. A-06 Index of assumptions
  175. A-07 Papers that came out of this book

Reduction to a single inequality

What this chapter shows — The conditional reduction theorem, which derives the correct form of the band ln⁡(1/θ(L,L))≥cL2\ln(1/\theta(L,L))\ge cL^2 (13-01) under three assumptions — the small-T² base point, frame decorrelation and the lateral-widening inequality — and its proof. Alternating between nesting, which widens the container in the directions of the plane, and an inequality that fixes the container and widens the transverse T2T^2, we obtain decay with an area exponent from the fact that the sequence of biases tkt_k satisfies tk+1≤Ktk4t_{k+1}\le Kt_k^4 (the doubling iteration). We also look at the strong and weak forms of the lateral-widening inequality, at the fact that the strong form is stronger than confinement (it includes monotonicity of the slab tension), and at why we state things restricted to scales L≥Lmin⁡(a)L\ge L_{\min}(a) free of lattice artefacts.

Prerequisite chapters — 13-01 (notation, the container estimate, Proposition 2), 12-03 (nesting of containers), 12-04 (slab confinement), A-04 (Lean).

Said first — Theorems 1 and 2 are conditional, and none of the three assumptions has been shown. In particular the lateral-widening inequality is the only place in this reduction where non-abelian dynamics enters, and the difficulty of the band has only moved there. The conclusion is a statement on the dyadic sequence of scales Rk=2kR0R_k=2^kR_0, and whether the constants are uniform in the lattice spacing aa is decided by whether the constants of the assumptions are uniform. What was checked in Lean is only the real-number algebra of the iteration.

The order of this chapter
  1. Two moves — nesting in the directions of the plane, and widening the transverse T2T^2
  2. Three assumptions — the base point, frame decorrelation, the lateral-widening inequality (strong form, weak form)
  3. The conditional reduction theorem — Theorem 1 and its proof
  4. Reduction with the weak form — Theorem 2, and what replaces the jump step
  5. The strong form is stronger than confinement — monotonicity of the slab tension (Proposition 3)
  6. Lattice artefacts and Lmin⁡(a)L_{\min}(a)
  7. Reading the Lean statements — Doubling (Doubling.iterate, Doubling.decay)
  8. What remains
  9. The table of the five grades and the dependency graph

01

Two moves — nesting in the directions of the plane, and widening the transverse T2T^2

The notation is as in 13-01 §01. θ(R;TL2)\theta(R;T^2_L) is the sector bias at a typical frame of the container DR×TL2D_R\times T^2_L of size RR in the directions of the plane, and we write θ(R,R):=θ(R;TR2)\theta(R,R):=\theta(R;T^2_R). The goal is, for some c>0c\gt0 uniform in physical units,

ln⁡1θ(R,R) ≥ c R2(1)\ln\frac1{\theta(R,R)}\ \ge\ c\,R^2 \tag{1}

There are two moves that change θ(R;TL2)\theta(R;T^2_L).

Nesting in the directions of the plane. Keeping TL2T^2_L fixed, split a large container RR by an interior frame Φint\Phi_{\rm int} into small containers R1,…,RkR_1,\dots,R_k; conditioned on the frame, the small containers are independent, so

∣E[σR∣ΦR]∣ ≤ E[ ∏iθRi∣ΦR](2)\bigl|\mathbb E[\sigma_R\mid\Phi_R]\bigr|\ \le\ \mathbb E\Bigl[\,\prod_i\theta_{R_i}\Bigm|\Phi_R\Bigr] \tag{2}

holds (the nested form of the Mack–Petkova container identity Cited, 12-03). If the container is enlarged ss times, the right-hand side is a product of s2s^2 factors. If the factors are close to their typical value and nearly independent of each other, θ(sR;TL2)≈θ(R;TL2)s2\theta(sR;T^2_L)\approx\theta(R;T^2_L)^{s^2}, and the disorder propagates to large scales. But this is a matter inside a slab with T2T^2 fixed, and it has the same content as slab confinement (12-04).

Widening the transverse T2T^2. (1) asks that the container and the transverse torus be enlarged together. Nesting does not change T2T^2, so it alone does not reach (1). Replacing TL2T^2_L by TL′2T^2_{L'} changes the very surface that the vortex sheet wraps, and a relation connecting containers at the two scales does not come out of structure (13-04). Setting this relation as an assumption is the lateral-widening inequality of the next section.

02

Three assumptions

We call the assumptions by name (the correspondence with the old symbols is in A-06). All lengths are in physical units and at least Lmin⁡(a)L_{\min}(a), where lattice artefacts can be neglected (§06).

(A) The small-T² base point Assumption For some physical L0≥Lmin⁡(a)L_0\ge L_{\min}(a) and ε0∈(0,1)\varepsilon_0\in(0,1),

θ(L0;TL02) ≤ 1−ε0.(3)\theta(L_0;T^2_{L_0})\ \le\ 1-\varepsilon_0. \tag{3}

In the estimate of a dilute gas of fractional instantons, ε0∝(L0Λ)11/3\varepsilon_0\propto(L_0\Lambda)^{11/3} (12-02). A line of showing it under ultraviolet control and uniform acceptance of insertions has been considered, but it has not been shown.

(B) Frame decorrelation Assumption There is a constant CD≥1C_{\rm D}\ge1 such that for all RR, LL and integers s≥1s\ge1,

θ(sR;TL2) ≤ CD θ(R;TL2)s2.(4)\theta(sR;T^2_L)\ \le\ C_{\rm D}\,\theta(R;T^2_L)^{s^2}. \tag{4}

The right-hand side of (2) is the average of a product of factors that share a frame, and Hölder's inequality alone loses the power (only the form Eθ2R4≤EθR4\mathbb E\theta_{2R}^4\le\mathbb E\theta_R^4 comes out). (4) is the assumption that this product splits, up to a constant, into the product of typical values. If LL is fixed, it can be replaced, under reflection positivity in z, by the chessboard density κcb\kappa_{\rm cb} (13-05). The form uniform in LL is open.

(C) The lateral-widening inequality (strong form) Assumption There is a constant CC such that for Lmin⁡(a)≤L≤L′≤RL_{\min}(a)\le L\le L'\le R,

θ(R;TL′2) ≤ C(L′L)2 θ(R;TL2).(5)\theta(R;T^2_{L'})\ \le\ C\Bigl(\frac{L'}{L}\Bigr)^2\,\theta(R;T^2_L). \tag{5}

It is the statement that, even if the container is fixed and the transverse T2T^2 is widened by a factor s=L′/Ls=L'/L, the bias grows by at most a factor Cs2Cs^2. The factor s2s^2 is the entropy of the transverse position of the vortex sheet. Setting L′=LL'=L, we need C≥1C\ge1 (if θ>0\theta\gt0).

(C′) The lateral-widening inequality (weak form) Assumption For the dyadic scales Rk=2kR0R_k=2^kR_0, there are 0≤εk<10\le\varepsilon_k\lt1 with ∑kεk<∞\sum_k\varepsilon_k\lt\infty and a constant C′≥0C'\ge0 such that

ln⁡1θ(Rk+1;TRk+12) ≥ (1−εk) ln⁡1θ(Rk+1;TRk2) − C′.(6)\ln\frac1{\theta(R_{k+1};T^2_{R_{k+1}})}\ \ge\ (1-\varepsilon_k)\,\ln\frac1{\theta(R_{k+1};T^2_{R_k})}\ -\ C'. \tag{6}

It is the statement that at each step of doubling the transverse directions one may lose a fraction εk\varepsilon_k of ln⁡(1/θ)\ln(1/\theta) and a constant C′C', provided the sum of the fractions lost is finite. The strong form (5) at s=2s=2 loses only the constant ln⁡(4C)\ln(4C) from ln⁡(1/θ)\ln(1/\theta), so it is the case εk=0\varepsilon_k=0 of (6).

03

The conditional reduction theorem

Theorem 1 (conditional reduction) Proved here Assume (A) the small-T² base point, (B) frame decorrelation and (C) the lateral-widening inequality (strong form). Set K:=4C CDK:=4C\,C_{\rm D} (≥1\ge1), and choose an integer s≥1s\ge1 so that

t0 := C CD s2(1−ε0)s2 < K−1/3(7)t_0\ :=\ C\,C_{\rm D}\,s^2(1-\varepsilon_0)^{s^2}\ \lt\ K^{-1/3} \tag{7}

(this is possible because s2(1−ε0)s2→0s^2(1-\varepsilon_0)^{s^2}\to0). Setting R0:=sL0R_0:=sL_0 and Rk:=2kR0R_k:=2^kR_0, for all k≥0k\ge0

θ(Rk,Rk) ≤ K−1/3(K1/3t0)4k,in particularln⁡1θ(Rk,Rk) ≥ γ Rk2,γ:=ln⁡(1/(K1/3t0))R02>0.(8)\theta(R_k,R_k)\ \le\ K^{-1/3}\bigl(K^{1/3}t_0\bigr)^{4^k},\qquad\text{in particular}\qquad \ln\frac1{\theta(R_k,R_k)}\ \ge\ \gamma\,R_k^2,\quad \gamma:=\frac{\ln\bigl(1/(K^{1/3}t_0)\bigr)}{R_0^2}\gt0. \tag{8}

Moreover, under (B), by Proposition 2 of 13-01, for square loops on the slab TRk2×R2T^2_{R_k}\times\mathbb R^2 with side a multiple of RkR_k, ∣⟨W(C)⟩∣≤CDe−γA|\langle W(C)\rangle|\le C_{\rm D}e^{-\gamma A}. The lower bound γ\gamma on the tension does not depend on kk.

Proof In three steps.

Step 1 (jump). Using (B) with R=L=L0R=L=L_0 and ss, and putting in (A), gives θ(sL0;TL02)≤CD(1−ε0)s2\theta(sL_0;T^2_{L_0})\le C_{\rm D}(1-\varepsilon_0)^{s^2}. Next, using (C) with L=L0L=L_0 and L′=R=sL0L'=R=sL_0,

t0′ := θ(R0,R0) = θ(sL0;TsL02) ≤ C s2⋅CD(1−ε0)s2 = t0.t_0'\ :=\ \theta(R_0,R_0)\ =\ \theta(sL_0;T^2_{sL_0})\ \le\ C\,s^2\cdot C_{\rm D}(1-\varepsilon_0)^{s^2}\ =\ t_0.

Step 2 (one doubling). Set tk:=θ(Rk,Rk)t_k:=\theta(R_k,R_k). Using (B) with R=L=RkR=L=R_k and s=2s=2 gives θ(2Rk;TRk2)≤CDtk4\theta(2R_k;T^2_{R_k})\le C_{\rm D}t_k^4. Using (C) with L=RkL=R_k and L′=R=2RkL'=R=2R_k,

tk+1 = θ(2Rk;T2Rk2) ≤ 4C⋅CD tk4 = K tk4.(9)t_{k+1}\ =\ \theta(2R_k;T^2_{2R_k})\ \le\ 4C\cdot C_{\rm D}\,t_k^4\ =\ K\,t_k^4. \tag{9}

Step 3 (iteration). Setting c:=K1/3≥1c:=K^{1/3}\ge1, (9) becomes tk+1≤c3tk4t_{k+1}\le c^3t_k^4. Multiplying both sides by cc gives ctk+1≤(ctk)4ct_{k+1}\le(ct_k)^4, so by induction ctk≤(ct0′)4k≤(ct0)4kct_k\le(ct_0')^{4^k}\le(ct_0)^{4^k} (using 0≤ct0′≤ct00\le ct_0'\le ct_0). Hence tk≤c−1(ct0)4kt_k\le c^{-1}(ct_0)^{4^k}. From 4k=Rk2/R024^k=R_k^2/R_0^2, ct0<1ct_0\lt1 and c≥1c\ge1,

ln⁡1tk ≥ 4kln⁡1ct0+ln⁡c ≥ ln⁡(1/(ct0))R02 Rk2 = γRk2.\ln\frac1{t_k}\ \ge\ 4^k\ln\frac1{ct_0}+\ln c\ \ge\ \frac{\ln(1/(ct_0))}{R_0^2}\,R_k^2\ =\ \gamma R_k^2.

For the last claim, take L=RkL=R_k in Proposition 2 and replace e−cL2e^{-cL^2} by e−γRk2e^{-\gamma R_k^2}. ∎

The algebra of the iteration in step 3 — from tk+1≤c3tk4t_{k+1}\le c^3t_k^4 to ctk≤(ct0)4kct_k\le(ct_0)^{4^k} and tk≤(ct0)4k/ct_k\le(ct_0)^{4^k}/c — is checked in Lean (§07).

What Theorem 1 does not say.

Note (the global version). If the same chain is written with the ratio of twisted partition functions on the torus TL2×TM2T^2_L\times T^2_M ((8) of 13-01) instead of θ\theta conditioned on the frame, the bridge to the area law is carried by the Tomboulis–Yaffe inequality (Corollary 3 of 13-01), and (B) is not needed. In exchange, the base point (A) must also be shown for the global partition functions — as a lower bound saying that vortices are cheap. This is also open.

04

Reduction with the weak form

Even with the weak form (6), the iteration keeps the area exponent. But the jump step cannot be made with the weak form, so the base point has to be set sufficiently small at one scale.

Theorem 2 Proved here Assume (B), and (C′) on the dyadic sequence Rk=2kR0R_k=2^kR_0, and set P:=∏k(1−εk)>0P:=\prod_k(1-\varepsilon_k)\gt0, A:=ln⁡CD+C′A:=\ln C_{\rm D}+C', uk:=ln⁡(1/θ(Rk,Rk))u_k:=\ln(1/\theta(R_k,R_k)). If u0>A/(3P)u_0\gt A/(3P), then for all kk

uk ≥ (P u0−A3)4k = γ′ Rk2,γ′:=Pu0−A/3R02>0.(10)u_k\ \ge\ \Bigl(P\,u_0-\frac A3\Bigr)4^k\ =\ \gamma'\,R_k^2,\qquad \gamma':=\frac{Pu_0-A/3}{R_0^2}\gt0. \tag{10}

Proof Using (B) with s=2s=2 gives ln⁡(1/θ(Rk+1;TRk2))≥4uk−ln⁡CD\ln(1/\theta(R_{k+1};T^2_{R_k}))\ge4u_k-\ln C_{\rm D}. Putting this into (6) and using 0≤1−εk≤10\le1-\varepsilon_k\le1 and ln⁡CD≥0\ln C_{\rm D}\ge0 gives uk+1≥(1−εk)(4uk−ln⁡CD)−C′≥4(1−εk)uk−Au_{k+1}\ge(1-\varepsilon_k)(4u_k-\ln C_{\rm D})-C'\ge4(1-\varepsilon_k)u_k-A. Setting vk:=uk/4kv_k:=u_k/4^k, vk+1≥(1−εk)vk−A 4−(k+1)v_{k+1}\ge(1-\varepsilon_k)v_k-A\,4^{-(k+1)}. For Pk:=∏i<k(1−εi)P_k:=\prod_{i\lt k}(1-\varepsilon_i) and Sk:=∑j=1k4−jS_k:=\sum_{j=1}^k4^{-j} we show vk≥Pkv0−ASkv_k\ge P_kv_0-AS_k by induction: for k=0k=0 it is an equality. If it holds for kk, then from ASk≥0AS_k\ge0 and 1−εk≤11-\varepsilon_k\le1, vk+1≥(1−εk)Pkv0−ASk−A4−(k+1)=Pk+1v0−ASk+1v_{k+1}\ge(1-\varepsilon_k)P_kv_0-AS_k-A4^{-(k+1)}=P_{k+1}v_0-AS_{k+1}. From v0=u0>0v_0=u_0\gt0, Pk≥PP_k\ge P and Sk<1/3S_k\lt1/3, vk≥Pu0−A/3v_k\ge Pu_0-A/3. ∎

The strong form is the case εk=0\varepsilon_k=0 (P=1P=1), C′=ln⁡(4C)C'=\ln(4C), and the condition there, u0>(ln⁡CD+ln⁡4C)/3=ln⁡K/3u_0\gt(\ln C_{\rm D}+\ln4C)/3=\ln K/3, is the same condition as t0<K−1/3t_0\lt K^{-1/3} in Theorem 1. The condition on u0u_0 in Theorem 2 moves the role that the jump step played in Theorem 1 onto the assumption of the base point.

05

The strong form is stronger than confinement — monotonicity of the slab tension

We define the string tension of the two-dimensional theory obtained by shrinking the transverse directions to TL2T^2_L (the slab tension) as

σeff(L) := lim inf⁡M→∞ −ln⁡θ(M;TL2)M2(11)\sigma_{\rm eff}(L)\ :=\ \liminf_{M\to\infty}\ \frac{-\ln\theta(M;T^2_L)}{M^2} \tag{11}

The uniform slab tension ((1) of 13-00) is inf⁡Lσeff(L)>0\inf_{L}\sigma_{\rm eff}(L)\gt0.

Proposition 3 Proved here If the strong form (5) holds for all R≥L′R\ge L', then σeff(L′)≥σeff(L)\sigma_{\rm eff}(L')\ge\sigma_{\rm eff}(L) for Lmin⁡(a)≤L≤L′L_{\min}(a)\le L\le L'.

Proof For M≥L′M\ge L', taking the logarithm of (5) gives −ln⁡θ(M;TL′2)≥−ln⁡θ(M;TL2)−ln⁡(C(L′/L)2)-\ln\theta(M;T^2_{L'})\ge-\ln\theta(M;T^2_L)-\ln\bigl(C(L'/L)^2\bigr). Dividing by M2M^2 and taking the lower limit as M→∞M\to\infty, the constant term vanishes and σeff(L′)≥σeff(L)\sigma_{\rm eff}(L')\ge\sigma_{\rm eff}(L). ∎

So the strong form includes that the slab tension does not decrease in LL. Confinement (the area law) needs only inf⁡Lσeff(L)>0\inf_L\sigma_{\rm eff}(L)\gt0, so the strong form is a stronger assumption than confinement. At small LL the tension is expected to grow as σeff∝Λ11/3L5/3\sigma_{\rm eff}\propto\Lambda^{11/3}L^{5/3}, and at large LL to approach the tension σ∞\sigma_\infty of R4\mathbb R^4 Reading (physics); but if at L∼1/ΛL\sim1/\Lambda, σeff\sigma_{\rm eff} goes once above σ∞\sigma_\infty and then comes back (overshoots), the strong form with constant CC is false, while confinement can still hold. The weak form allows this kind of overshoot, as long as the sum of the fractions lost is finite.

On the numerical side, on the slab with SU(2)SU(2), β=2.5\beta=2.5, M=16M=16, the Creutz ratio of the 4×44\times4 loop is 0.059, 0.061, 0.076, 0.0710.059,\ 0.061,\ 0.076,\ 0.071 for NT=4,6,8,10N_T=4,6,8,10 (errors 0.0090.009–0.0020.002, 2000 measurements): it increases and saturates, and no significant overshoot is seen Reading. The Creutz ratio contains the short-distance Coulomb term, so we read only the trend in NTN_T, not the values. The lattice is at a single β\beta and the range of NTN_T is narrow, so this is not a reading about the band as a whole. The table of measurements is in 13-09.

The form that widens the transverse directions in one direction only (making T2T^2 a rectangle L1×L2L_1\times L_2 and enlarging only L1L_1) is expected not to be treatable in the same way as the square form, because the small direction of the two behaves like the time of finite temperature Reading (physics). The chain of this chapter uses only the square form L1=L2L_1=L_2.

06

Lattice artefacts and Lmin⁡(a)L_{\min}(a)

We state (5) and (6) restricted to L≥Lmin⁡(a)L\ge L_{\min}(a), where lattice artefacts can be neglected. Lmin⁡(a)L_{\min}(a) is kept constant in physical units, and in lattice units Lmin⁡/a→∞L_{\min}/a\to\infty. The goal of the band (1) is a statement about the continuum limit uniform in aa, so this restriction is natural.

That the restriction is needed also shows in the numbers. For SU(2)SU(2), β=2.5\beta=2.5, M=8M=8, going NT=2→4N_T=2\to4 changes the vortex free energy as −0.01±0.12→0.63±0.18-0.01\pm0.12\to0.63\pm0.18 and the bias as θ≲0.06→0.31\theta\lesssim0.06\to0.31, a ratio of about 5 Reading. This sits at the boundary, within errors, of the Cs2=4CCs^2=4C that the strong form allows at s=2s=2. It can be read as follows: on the twisted 2×22\times2 T2T^2 with NT=2N_T=2, the vortex enters cheaply as a thin vortex on the lattice rather than as a smooth fractional instanton, and the slab tension comes out large. The strong form cannot be tested with values from small lattices.

07

Reading the Lean statements — Doubling.iterate, decay

The algebra of step 3 of Theorem 1 is two theorems in the Lean 4 file Doubling.lean (namespace Doubling). We read the statements in the words of the text.

Doubling.iterate: for a real number cc and a real sequence t:N→Rt:\mathbb N\to\mathbb R, under the assumptions 0≤c0\le c, 0≤tk0\le t_k for all kk, and tk+1≤c3tk4t_{k+1}\le c^3t_k^4 for all kk, we have c tk≤(c t0)4kc\,t_k\le(c\,t_0)^{4^k} for all kk.

Doubling.decay: under the assumptions 0<c0\lt c, 0≤tk0\le t_k, tk+1≤c3tk4t_{k+1}\le c^3t_k^4, we have tk≤(c t0)4k/ct_k\le(c\,t_0)^{4^k}/c for all kk.

The KK of the text is c3c^3 in Lean. What machine checking guarantees is only the algebra of these real inequalities. That tkt_k is the sector bias, and that the recursion (9) holds — that is, (A)(B)(C) — lie outside Lean. The axioms of the two theorems are, in the record, the three standard ones (propext, Classical.choice, Quot.sound), and they have passed this book's re-check (A-04).

08

What remains

Theorem 1 reduced the correct form of the band to three assumptions. The three are different in character.

What is open is to show (C) (or (C′)) non-perturbatively through the region between the dilute regime and the confinement regime — L∼1/ΛL\sim1/\Lambda. The difficulty of the band has gathered into this single inequality.

09

The table of the five grades and the dependency graph

Table 1 The rows of this chapter ("—" marks a row with no machine checking)
RowStatement (one line)GradeBasisScopeMachine checking
[01]Nesting in the directions of the plane (2)CitedMack–Petkova, 12-03T2T^2 fixed—
[02](A) The small-T² base point (3)Assumption12-02, 14-02L0≥Lmin⁡(a)L_0\ge L_{\min}(a)—
[03](B) Frame decorrelation (4)Assumption13-05, A-06Constant CD≥1C_{\rm D}\ge1—
[04](C) The lateral-widening inequality, strong form (5)AssumptionA-06Lmin⁡(a)≤L≤L′≤RL_{\min}(a)\le L\le L'\le R, square T2T^2—
[05](C′) The lateral-widening inequality, weak form (6)AssumptionA-06Dyadic sequence, ∑εk<∞\sum\varepsilon_k\lt\infty—
[06]The strong form is the case εk=0\varepsilon_k=0, C′=ln⁡4CC'=\ln4C of the weak formProved here§02——
[07]Iteration: if tk+1≤c3tk4t_{k+1}\le c^3t_k^4, then ctk≤(ct0)4kct_k\le(ct_0)^{4^k} and tk≤(ct0)4k/ct_k\le(ct_0)^{4^k}/cProved here§03 step 3Real-number algebraDoubling (Doubling.iterate) (assumptions: 0≤c0\le c, 0≤tk0\le t_k, tk+1≤c3tk4t_{k+1}\le c^3t_k^4), Doubling (Doubling.decay) (assumptions: 0<c0\lt c and the same two)
[08]Theorem 1: under (A)(B)(C), ln⁡(1/θ(Rk,Rk))≥γRk2\ln(1/\theta(R_k,R_k))\ge\gamma R_k^2, and the area law on the slabProved hereProof in §03, Proposition 2 of 13-01Under the three assumptions, dyadic sequence, L≥Lmin⁡(a)L\ge L_{\min}(a)— (only the iteration part, [07])
[09]Theorem 2: under (B)(C′) and u0>A/(3P)u_0\gt A/(3P), uk≥γ′Rk2u_k\ge\gamma'R_k^2Proved hereProof in §04Under the two assumptions and the condition on the size of the base point—
[10]Proposition 3: under the strong form, σeff\sigma_{\rm eff} does not decrease in LLProved hereProof in §05L≥Lmin⁡(a)L\ge L_{\min}(a)—
[11]σeff\sigma_{\rm eff} grows as L5/3L^{5/3} at small LL, and goes to σ∞\sigma_\infty at large LLReading (physics)§05, 13-03Dilute regime, one loop / confinement regime—
[12]The Creutz ratio increases and saturates for NT=4→10N_T=4\to10, no significant overshootReading§05, 13-09SU(2), β=2.5\beta=2.5, M=16M=16, 2000 measurements, trend only—
[13]For NT=2→4N_T=2\to4 the ratio of biases is about 5Reading§06SU(2), β=2.5\beta=2.5, M=8M=8, at the boundary within errors—
[14]The lateral-widening inequality must be stated restricted to L≥Lmin⁡(a)L\ge L_{\min}(a)Reading (physics)§06Lattice artefacts on a small T2T^2—
[15](C) fails for U(1) and Z2\mathbb Z_2, with margin 5/35/3 for dilute SU(2)Reading (physics)13-03Dilute regime, one loop. "Within this reduction"—

The dependency graph (the numbers of premises are smaller than the number of the conclusion):

[01] CIT NEST   nesting in the directions of the plane (2)            T² fixed
[02] ASM BASE   small-T² base point θ(L₀;T²_L₀) ≤ 1 − ε₀
[03] ASM DEC    frame decorrelation θ(sR;T²_L) ≤ C_D θ(R;T²_L)^(s²)
[04] ASM WID    lateral widening, strong form θ(R;T²_L′) ≤ C(L′/L)² θ(R;T²_L)
[05] ASM WID′   lateral widening, weak form (finite total loss)
[06] PRV S⇒W    the strong form is a special case of the weak form ⟸ [04]
[07] PRV ITER   t_(k+1) ≤ c³t_k⁴ ⇒ ct_k ≤ (ct₀)^(4^k)                 Lean Doubling.iterate, decay
[08] PRV THM1   Theorem 1: ln(1/θ(R_k,R_k)) ≥ γR_k² ⟸ [01][02][03][04][07]
[09] PRV THM2   Theorem 2: reduction with the weak form ⟸ [03][05]
[10] PRV MON    Proposition 3: strong form ⇒ σ_eff does not decrease ⟸ [04]
[11] RDG SHAPE  shape of σ_eff (grows at small L, saturates at large L)  physics
[12] RDG CREU   the Creutz ratio increases and saturates              β = 2.5, M = 16
[13] RDG ART    N_T = 2 → 4 gives a ratio of about 5                  β = 2.5, M = 8
[14] RDG LMIN   restriction to L ≥ L_min(a) is needed ⟸ [13]
[15] RDG SEP    (C) fails for U(1), Z₂; margin 5/3 for dilute SU(2)   13-03

The check is to see by eye that every number to the right of a "⟸" is smaller than the number on the left. There are no cycles. The premises of the theorem nodes [08] and [09] always include the assumption rows [02]–[05]. The assumption rows do not contain the quantity of the conclusion (the area exponent of θ(Rk,Rk)\theta(R_k,R_k)): (A) is a statement at one small scale, (B) a statement of nesting with T2T^2 fixed, and (C) a statement of comparison with the container fixed. The numerical rows [12] and [13] and the estimate rows [11] and [15] are premises of no theorem.


What this chapter can say

What is saidWhat is not said
Proved here Under the three of base point, frame decorrelation and the lateral-widening inequality (strong form), ln⁡(1/θ(Rk,Rk))≥γRk2\ln(1/\theta(R_k,R_k))\ge\gamma R_k^2 on the dyadic sequence of scales, and a tension on the slab independent of kk (Theorem 1)Any of the three assumptions. The scales in between. Uniformity of the constants in aa (it depends on the constants of the assumptions)
Proved here With the weak form too, the same conclusion if the base point is small enough at one scale (Theorem 2)The weak form itself. A jump from the weak form alone
Proved here The strong form includes monotonicity of the slab tension and is stronger than confinement (Proposition 3)That the slab tension does not overshoot
Reading The Creutz ratio on the slab increases and saturates. On a small T2T^2, lattice artefacts touch the boundary of the strong formThe behaviour of the slab tension across the whole band. Values on large lattices
Lean: the real-number algebra of the iteration (Doubling (Doubling.iterate, Doubling.decay))That the bias satisfies the recursion (outside Lean)

Sources and reproduction

ItemKindSource / tools
The container identity and nestingCitedG. Mack, V. B. Petkova, Ann. Phys. 123 (1979) 442, 125 (1980) 117. Chapter 12-03
Theorem 1, Theorem 2, Proposition 3Proved hereProofs in the text, §03–§05
The form of the string tension on a small T2T^2 (the base point and the small-LL side of σeff\sigma_{\rm eff})CitedY. Tanizaki, M. Ünsal, arXiv:2201.06166, eqs. (2.32) and (2.37). Chapter 12-02
The Creutz ratio on the slab, the bias for NT=2→4N_T=2\to4ReadingMonte Carlo for SU(2) (Creutz ratio), and replica exchange and Bennett's acceptance-ratio method (vortex free energy). The table in chapter 13-09
LeanLeanDoubling (Doubling.iterate, Doubling.decay). Guarantees only the real-number algebra. A-04

Terms used in this chapter — nesting in the directions of the plane, the lateral-widening inequality (strong form, weak form), the small-T² base point, frame decorrelation, the doubling iteration, jump, the slab tension σeff\sigma_{\rm eff}, overshoot, the scale of lattice artefacts Lmin⁡(a)L_{\min}(a). Their meanings are in A-02 Glossary and A-06 Index of assumptions.

Next chapter: 13-03 The only place where non-abelian enters — the 5/3=11/3−25/3=11/3-2 that decides the sign of the lateral-widening inequality.

← 13-01 The correct form of the bandContents13-03 The only place where non-abelian enters →

Revised 2026-10-15: first version.