computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 13 The crossover bandthe negative lemma, the electric flux, reflection positivity in z · 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

Structure alone cannot cross

What this chapter shows — We set out the structural tools of lattice gauge theory — the positivity of the transfer matrix, the centre and duality identities, reflection positivity, the symmetries of the lattice, the finite lemmas — in the language of the twisted slab, and check that every one of them holds as it stands for Z2\mathbb Z_2 and U(1). From this follows the negative lemma: from this set of inputs alone, the lateral-widening inequality cannot be derived. To cross the band one needs a dynamical input that excludes the non-confining phase. On the way, we set out with proofs two things that can certainly be said from the side of structure: the electric-flux form of the sector bias, θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0, and the positivity of reflections through lattice points for the z ensemble. The latter is an input to the chessboard estimate of the next chapter.

Prerequisite chapters — 13-01 (the sector bias and the global form (8)), 13-02 (the lateral-widening inequality), 13-03 (that it fails for U(1) and Z2\mathbb Z_2), 5-03 (reflection positivity and the transfer matrix), 12-01 (the twist and 't Hooft flux), A-04 (Lean).

Said first — The negative lemma is a statement of the form "from this set of inputs alone": an arrangement of logic with the list of inputs made explicit. It does not say that none of the inputs is of any use (reflection positivity is used in 13-05). "The lateral-widening inequality fails for U(1) and Z2\mathbb Z_2" is an estimate of 13-03 ([Reading], physics), so the last step of the conclusion of the negative lemma inherits that label. What was checked in Lean is only the spectral algebra of the electric-flux form and the algebra of the final sum in reflection positivity.

The order of this chapter
  1. The list of structural inputs — what we call "structure"
  2. The electric-flux form — θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0 (Lemma 1, Lemma 2)
  3. Reflection positivity in z — reflections through lattice points (Theorem 3), and how transverse reflections break down under the twist (Lemma 4)
  4. The negative lemma — from this set of inputs alone (Lemma 5)
  5. The inputs needed — what excludes the non-confining phase
  6. Reading the Lean statements — FluxDuality, ReflPos
  7. The table of the five grades and the dependency graph

01

The list of structural inputs — what we call "structure"

In lattice gauge theory with the Wilson action on the lattice Λ=(Z/L1)×(Z/L2)×(Z/M)2\Lambda=(\mathbb Z/L_1)\times(\mathbb Z/L_2)\times(\mathbb Z/M)^2, we place the background twist n12=1n_{12}=1 in the two transverse directions 1 and 2 (12-01). Directions 3 and 4 are the plane. What this chapter calls the structural inputs is the following set I\mathcal I of five.

  1. Positivity of the transfer matrix: the transfer matrix TT with a planar direction (3 or 4) as time is a positive operator (5-03, Osterwalder–Seiler, Lüscher Cited).
  2. The centre and duality identities: inserting twist flux is inserting a centre transformation, and it can be decomposed by the projections onto electric flux ('t Hooft Cited). Lemma 1 of §02 is one of this form.
  3. Reflection positivity in the planar directions: the positivity of reflections through lattice points in directions 3 and 4 for the z ensemble with the twist fixed (Theorem 3 of §03).
  4. Symmetries of the lattice: translations, rotations, reflections, and the fact that they preserve the class of the twist.
  5. The finite lemmas: the container identity and nesting (12-03), the slab estimate sup⁡ΦθD≤tanh⁡(βL2)∣D∣\sup_\Phi\theta_D\le\tanh(\beta L^2)^{|D|} (12-04), the flow lemma θ≤1−a\theta\le1-a (12-06). All of them use only properties of measures and finite sums.

The question is whether the lateral-widening inequality ((5) of 13-02) follows from I\mathcal I. The answer, in §04, is "it does not". Before getting there, we set out two things that can certainly be said about the sector bias within I\mathcal I.

02

The electric-flux form — θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0

Take the lattice to be TL1×L22×TM×M2T^2_{L_1\times L_2}\times T^2_{M\times M}, and write Z(1,n34)Z(1,n_{34}) for the partition function with, in addition to n12=1n_{12}=1, the twist flux n34∈{0,1}n_{34}\in\{0,1\} through the plane (3,4) inserted. The global bias of (8) of 13-01 was

θ := Z(1,0)−Z(1,1)Z(1,0)+Z(1,1) = tanh⁡Fv2,e−Fv:=Z(1,1)Z(1,0)(1)\theta\ :=\ \frac{Z(1,0)-Z(1,1)}{Z(1,0)+Z(1,1)}\ =\ \tanh\frac{F_v}2,\qquad e^{-F_v}:=\frac{Z(1,1)}{Z(1,0)} \tag{1}

We choose direction 3 as time. The space at one time is TL1L22×TM1T^2_{L_1L_2}\times T^1_M (directions 1, 2, 4), and in it there is the spatial magnetic flux m4=n12=1m_4=n_{12}=1. The transfer matrix T3≥0T_3\ge0 commutes with the centre transformation C^4\hat C_4 of direction 4 (the operation that multiplies the links going once round direction 4 by the centre element −1-1), and C^42=1\hat C_4^2=1. When space is split by the eigenvalues (−1)e4(-1)^{e_4} of C^4\hat C_4, e4∈{0,1}e_4\in\{0,1\} is the electric flux in direction 4 ('t Hooft Cited). Let the projections be PeP_{e} and put

Y(e) := Tr(Pe T3 M)(e=0,1)(2)Y(e)\ :=\ \mathrm{Tr}\bigl(P_{e}\,T_3^{\,M}\bigr)\qquad(e=0,1) \tag{2}

Lemma 1 (the electric-flux form) Proved here In the setting above, with Y(0),Y(1)≥0Y(0),Y(1)\ge0,

Z(1,0)=Y(0)+Y(1),Z(1,1)=Y(0)−Y(1).(3)Z(1,0)=Y(0)+Y(1),\qquad Z(1,1)=Y(0)-Y(1). \tag{3}

Hence when Z(1,0)+Z(1,1)>0Z(1,0)+Z(1,1)\gt0, θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0. If moreover Z(1,1)≥0Z(1,1)\ge0, then θ≤1\theta\le1; that is, with Fv≥0F_v\ge0, 0≤θ≤10\le\theta\le1.

Proof The partition function is the trace of the transfer matrix, Z(1,0)=Tr T3 MZ(1,0)=\mathrm{Tr}\,T_3^{\,M}, and the twist n34=1n_{34}=1 through the plane (3,4) is the same as inserting C^4\hat C_4 somewhere around the time circle, so Z(1,1)=Tr(C^4T3 M)Z(1,1)=\mathrm{Tr}(\hat C_4T_3^{\,M}) ('t Hooft's construction Cited). Substituting C^4=P0−P1\hat C_4=P_0-P_1 and 1=P0+P11=P_0+P_1 gives (3). PeP_e is an orthogonal projection commuting with T3T_3, so PeT3 MPe=PeT3 MP_eT_3^{\,M}P_e=P_eT_3^{\,M} is a positive operator and its trace is at least 0. When Z(1,0)+Z(1,1)=2Y(0)>0Z(1,0)+Z(1,1)=2Y(0)\gt0, putting (3) into (1) gives θ=2Y(1)/2Y(0)\theta=2Y(1)/2Y(0). From Z(1,1)=Y(0)−Y(1)≥0Z(1,1)=Y(0)-Y(1)\ge0, Y(1)≤Y(0)Y(1)\le Y(0). ∎

Two remarks. First, θ≥0\theta\ge0 and ∣Z(1,1)∣≤Z(1,0)|Z(1,1)|\le Z(1,0) are spectral facts that follow from (3) and Y(e)≥0Y(e)\ge0 alone, but the Z(1,1)≥0Z(1,1)\ge0 needed for θ≤1\theta\le1 is not. Z(1,1)Z(1,1) is at least 0 because it is the integral of a positive function containing the twisted plaquette weight e−β2trUpe^{-\frac\beta2\mathrm{tr}U_p}, but this is the positivity of the Boltzmann weight and does not follow from the spectrum of the transfer matrix. Second, Lemma 1 is a lattice version of 't Hooft's electric–magnetic duality: "the vortex free energy (magnetic flux) is small ⟺ the state with electric flux e4=1e_4=1 is heavy compared with e4=0e_4=0". In the confining regime Y(1)/Y(0)Y(1)/Y(0) is expected to be small because of the electric string tension Reading (physics, 13-05 §04).

We add one elementary lemma, used when writing lateral widening in the global form.

Lemma 2 Proved here Let θ=tanh⁡(F/2)\theta=\tanh(F/2), θ′=tanh⁡(F′/2)\theta'=\tanh(F'/2), F,F′≥0F,F'\ge0. If F′≤KFF'\le KF (K≥1K\ge1), then θ′≤Kθ\theta'\le K\theta.

Proof tanh⁡\tanh is monotonically increasing and concave on [0,∞)[0,\infty) with tanh⁡0=0\tanh0=0, so for K≥1K\ge1, tanh⁡(Kx)≤Ktanh⁡x\tanh(Kx)\le K\tanh x (for a concave function gg with g(0)=0g(0)=0, g(x)=g(1K⋅Kx+(1−1K)⋅0)≥1Kg(Kx)g(x)=g(\tfrac1K\cdot Kx+(1-\tfrac1K)\cdot0)\ge\tfrac1Kg(Kx)). Hence θ′=tanh⁡(F′/2)≤tanh⁡(KF/2)≤Ktanh⁡(F/2)=Kθ\theta'=\tanh(F'/2)\le\tanh(KF/2)\le K\tanh(F/2)=K\theta. ∎

That is, lateral widening in the form of the vortex free energy, Fv(L′)≤C(L′/L)2Fv(L)F_v(L')\le C(L'/L)^2F_v(L), implies lateral widening in the form of the bias.

03

Reflection positivity in z — reflections through lattice points, and transverse reflections

Setting. Take the torus Λ=(Z/L)2×(Z/M)2\Lambda=(\mathbb Z/L)^2\times(\mathbb Z/M)^2 with MM even. The variables are the links Uℓ∈SU(2)U_\ell\in SU(2) and the plaquette variables zp∈{±1}z_p\in\{\pm1\}, and we impose the following constraints.

The measure is

dμ = Z−1∏ℓdUℓ∑z1[δz=1] 1[n12(z)=−1] exp⁡(β2∑pzp tr Up)(4)d\mu\ =\ Z^{-1}\prod_\ell dU_\ell\sum_z\mathbf 1[\delta z=1]\,\mathbf 1[n_{12}(z)=-1]\,\exp\Bigl(\frac\beta2\sum_pz_p\,\mathrm{tr}\,U_p\Bigr) \tag{4}

(dUdU is the Haar measure). This is the ensemble of 13-01 §01 with the twist summed over, with the transverse twist fixed.

Reflection. Let Θ\Theta be the reflection through lattice points in direction 3, x3↦−x3x_3\mapsto-x_3 (mod MM). The fixed planes are P0={x3=0}P_0=\{x_3=0\} and P1={x3=M/2}P_1=\{x_3=M/2\}. It acts on links by U(x,μ)↦U(Θx,μ)U_{(x,\mu)}\mapsto U_{(\Theta x,\mu)} for directions μ≠3\mu\ne3 and by U(x,3)↦U(Θx−e3,3)−1U_{(x,3)}\mapsto U_{(\Theta x-e_3,3)}^{-1} for direction 3, on plaquette variables by zp↦zΘpz_p\mapsto z_{\Theta p}, and on functions by (ΘG)(U,z):=G(ΘU,Θz)‾(\Theta G)(U,z):=\overline{G(\Theta U,\Theta z)}.

Theorem 3 (reflection positivity in z) Proved here For any bounded function GG depending only on the variables of the right half Λ+={0≤x3≤M/2}\Lambda_+=\{0\le x_3\le M/2\} (including the variables on the planes P0∪P1P_0\cup P_1), ⟨G⋅ΘG⟩μ≥0\langle G\cdot\Theta G\rangle_\mu\ge0. The same holds for direction 4.

Proof We show it in five steps.

Step 1 (splitting the variables). Split the variables into three. φ\varphi: the variables on the planes P0∪P1P_0\cup P_1 (the links in directions 1, 2, 4 within the planes, and the zz of the plaquettes of types (1,2), (1,4), (2,4) within the planes). ψ+\psi_+: the right variables (the direction-3 links leaving 0≤x3<M/20\le x_3\lt M/2, the links in other directions with 0<x3<M/20\lt x_3\lt M/2, the plaquettes of type (3,ν)(3,\nu) with [x3,x3+1]⊂[0,M/2][x_3,x_3+1]\subset[0,M/2], and the zz of in-plane-type plaquettes with 0<x3<M/20\lt x_3\lt M/2). ψ−:=Θψ+\psi_-:=\Theta\psi_+: the left variables. Θ\Theta does not move φ\varphi.

Step 2 (decomposing the weight). The plaquette weight eβ2zptrUpe^{\frac\beta2z_p\mathrm{tr}U_p} belongs to exactly one of right, left and the planes, since pp does, and goes into that one. The weights of plaquettes on the planes go into A(φ)A(\varphi). The cube constraints split in the same way: a cube containing direction 3 spans [x3,x3+1][x_3,x_3+1] and so depends only on the variables of one side and of the planes; a cube not containing direction 3 depends only on the right variables if 0<x3<M/20\lt x_3\lt M/2, and only on the plane variables if it lies on a plane. The global constraint n12n_{12}, measured on Π⊂P0\Pi\subset P_0, is a function of φ\varphi. So the weight has the form W=A(φ) F(ψ+,φ) F′(ψ−,φ)W=A(\varphi)\,F(\psi_+,\varphi)\,F'(\psi_-,\varphi), with A≥0A\ge0, F≥0F\ge0.

Step 3 (the relation between the left and right factors). The action and the constraints are invariant under Θ\Theta. Even when the orientation of a plaquette is reversed, in SU(2)SU(2) we have tr UΘp=tr Up−1=tr Up\mathrm{tr}\,U_{\Theta p}=\mathrm{tr}\,U_p^{-1}=\mathrm{tr}\,U_p. Cubes go to cubes, and the plane on which n12n_{12} is measured is fixed. Hence F′(ψ−,φ)=F(Θψ−,φ)F'(\psi_-,\varphi)=F(\Theta\psi_-,\varphi).

Step 4 (invariance of the measure). The Haar measure is invariant under taking inverses, and the counting measure of zz is invariant under permutations.

Step 5 (positivity). From the above,

Z ⟨G⋅ΘG⟩ = ∫dφ A(φ)[∫dψ+F(ψ+,φ)G(ψ+,φ)][∫dψ−F(Θψ−,φ)G(Θψ−,φ)]‾ = ∫dφ A(φ)∣∫dψ F(ψ,φ)G(ψ,φ)∣2 ≥ 0.Z\,\langle G\cdot\Theta G\rangle\ =\ \int d\varphi\,A(\varphi)\Bigl[\int d\psi_+F(\psi_+,\varphi)G(\psi_+,\varphi)\Bigr]\overline{\Bigl[\int d\psi_-F(\Theta\psi_-,\varphi)G(\Theta\psi_-,\varphi)\Bigr]}\ =\ \int d\varphi\,A(\varphi)\Bigl|\int d\psi\,F(\psi,\varphi)G(\psi,\varphi)\Bigr|^2\ \ge\ 0.

∎

The algebra from the last equality to the inequality (in the version with finite sums) is checked by ReflPos in Lean (ReflPos.refl_pos) (§06). The algebra, after splitting into factors, of the Cauchy–Schwarz form that follows from positivity, ⟨G⋅ΘH⟩2≤⟨G⋅ΘG⟩⟨H⋅ΘH⟩\langle G\cdot\Theta H\rangle^2\le\langle G\cdot\Theta G\rangle\langle H\cdot\Theta H\rangle (for real G,HG,H), is ReflPos (ReflPos.refl_cs). This is an input to the chessboard estimate (13-05).

Theorem 3 is the Osterwalder–Seiler argument for reflections through lattice points Cited (5-03) with the Z2\mathbb Z_2 plaquette variables and the closedness constraint added. The key points are that each cube constraint fits on one side plus the planes, and that the global class n12n_{12} lies in a plane orthogonal to the direction of reflection (3) and can be measured on the plane P0P_0.

Transverse reflections. If we try the same argument with reflections in directions 1 and 2, the twist gets in the way.

Lemma 4 Proved here In SU(2)SU(2), write eβ2trU=∑jcjχj(U)e^{\frac\beta2\mathrm{tr}U}=\sum_jc_j\chi_j(U) (χj\chi_j is the character of spin jj, cj=2(2j+1)βI2j+1(β)>0c_j=\frac{2(2j+1)}\beta I_{2j+1}(\beta)\gt0). Then the twisted plaquette weight is

e−β2trU = ∑j(−1)2jcj χj(U)(5)e^{-\frac\beta2\mathrm{tr}U}\ =\ \sum_j(-1)^{2j}c_j\,\chi_j(U) \tag{5}

and the coefficients for half-integer jj are negative. Hence, with the twist fixed, the weights of plaquettes straddling the plane of a reflection in the transverse directions 1 and 2 are not of positive type, and the standard argument for reflection positivity does not hold there.

Proof −1-1 is a centre element of SU(2)SU(2), and −tr U=tr(−U)-\mathrm{tr}\,U=\mathrm{tr}(-U), χj(−U)=(−1)2jχj(U)\chi_j(-U)=(-1)^{2j}\chi_j(U). Hence (5) follows from e−β2trU=eβ2tr(−U)=∑jcjχj(−U)e^{-\frac\beta2\mathrm{tr}U}=e^{\frac\beta2\mathrm{tr}(-U)}=\sum_jc_j\chi_j(-U). The formula for cjc_j and its positivity are the standard expansion via the modified Bessel functions In(β)>0I_n(\beta)\gt0 (β>0\beta\gt0) Cited. Being a weight of positive type (coefficients of the character expansion at least 0) is the property the standard argument needs for the plaquettes straddling the plane of reflection, and (5) does not satisfy it. ∎

The consequence of Lemma 4 is that reflection positivity gives no convexity or monotonicity in the transverse size LL. The lateral-widening inequality is a comparison in LL, so the road to obtaining it from reflections is closed from the start. What Lemma 4 says is that the standard argument cannot be used; it does not show that positivity of transverse reflections fails for all functions.

04

The negative lemma — from this set of inputs alone

Lemma 5 (the negative lemma) Proved here The set of structural inputs I\mathcal I of §01 (positivity of the transfer matrix, the centre and duality identities (including Lemma 1), reflection positivity in the planar directions (Theorem 3), the symmetries of the lattice, the finite lemmas) holds, with the same proofs, in the four-dimensional Wilson theory in which the group is changed from SU(2)SU(2) to Z2\mathbb Z_2 or U(1) and the twist variables are kept as ±1\pm1. Hence, if there were an argument deriving the lateral-widening inequality using I\mathcal I alone, the same argument would derive the lateral-widening inequality for Z2\mathbb Z_2 and U(1) too. Contrapositively, if the lateral-widening inequality is false for either Z2\mathbb Z_2 or U(1), it cannot be derived from this set of inputs alone.

Proof For each input, we check the properties of the group it uses.

The first half is shown, so the second half is logic: if an argument uses only the properties of I\mathcal I, it gives the same conclusion in every theory that satisfies I\mathcal I. ∎

The premise of Lemma 5, "the lateral-widening inequality is false for Z2\mathbb Z_2 or U(1)", is the estimate of 13-03 §02 Reading (physics; the count for the Coulomb phase of U(1) and the count for the wall of Z2\mathbb Z_2 at weak coupling). Granting it, the conclusion is that the lateral-widening inequality does not follow from the structural inputs alone. This last step inherits the label of its premise, [Reading] (physics).

The same argument applies as it stands to the weak form ((C′) of 13-02) and to the uniform slab tension. For U(1) and Z2\mathbb Z_2 the slab tension is estimated to go to 0 as LL grows, so neither follows from the same set of inputs alone Reading (physics).

We also write what Lemma 5 does not say. First, it does not say that I\mathcal I is useless for the band. If LL is fixed, Theorem 3 replaces frame decorrelation by the chessboard density κcb\kappa_{\rm cb} (13-05). Second, what comes out when one dynamical input is added to I\mathcal I is outside Lemma 5. Third, at strong coupling (small β\beta) U(1) also confines, so what Lemma 5 separates is not the groups themselves but whether there is a non-confining phase.

05

The inputs needed — what excludes the non-confining phase

By Lemma 5, an argument that crosses the band must use at least one input outside I\mathcal I. That input must be false for U(1) and Z2\mathbb Z_2 at weak coupling — the non-confining phase. The candidates that the study of this book can name are all properties of non-abelian dynamics.

Table 1 Candidate inputs needed for the band (none is shown; the labels are estimates for the candidates)
InputFor U(1) and Z2\mathbb Z_2Where it entersChapter
Asymptotic freedom (the sign of the running of the coupling)U(1) does not run or runs the other way; Z2\mathbb Z_2 has no continuous runningThe margin 5/35/3 in the dilute regime; β′<β\beta'\lt\beta in the renormalisation comparison13-03 §04, 13-06
Localisation in a self-dual lump (non-linearity)Abelian flux can only spread out uniformlyThe classical cost of lateral widening is 013-03 §03
Ultraviolet control (multiscale analysis)For U(1), a different form (conformal at long distance)The small-T² base point(A) of 13-02, 14-02

Each row of Table 1 is an estimate, [Reading] (physics), and none of the inputs is in a form usable in the band L∼1/ΛL\sim1/\Lambda. On the strong-coupling side, there is a line of argument by a polyhedral expansion in which the lateral-widening inequality holds with the constant C≈1C\approx1 (there is a report that the factor (L′/L)2(L'/L)^2 is consistent with the literature on the leading strong-coupling term (Münster 1981), but checking is not yet done). However, an estimate uniform in the planar size MM has not been confirmed, and this book places it under [Assumption]. At strong coupling U(1) also confines, so this row does not contradict Lemma 5.

Lemma 5 makes explicit a result that was expected; there is no surprise in it. Its role is to give one touchstone for reading arguments about the band: if an argument proceeds using only the properties of I\mathcal I, it gives the same conclusion for U(1), so there is an error somewhere. The record in 13-08 of a road that drew the criticism that it does not distinguish U(1) is a real example of this touchstone.

06

Reading the Lean statements — FluxDuality, ReflPos

The spectral part of Lemma 1 and the algebra of step 5 of Theorem 3 are five theorems in the Lean 4 files FluxDuality.lean and ReflPos.lean. We read the statements in the words of the text. All of them are statements about sums of real numbers over a finite set ι\iota (or Φ,Ψ\Phi,\Psi).

FluxDuality.split: for families of reals t,c:ι→Rt,c:\iota\to\mathbb R, under the assumption "for every ii, ci=1c_i=1 or ci=−1c_i=-1", ∑iti−∑iciti=2∑ci=−1ti\sum_it_i-\sum_ic_it_i=2\sum_{c_i=-1}t_i and ∑iti+∑iciti=2∑ci=1ti\sum_it_i+\sum_ic_it_i=2\sum_{c_i=1}t_i. In the text tit_i are the eigenvalues of T3 MT_3^{\,M} and cic_i the eigenvalues of C^4\hat C_4, and the two formulas are Z(1,0)∓Z(1,1)=2Y(1), 2Y(0)Z(1,0)\mp Z(1,1)=2Y(1),\,2Y(0) of (3).

FluxDuality.twisted_le: under the assumptions "for every ii, 0≤ti0\le t_i" and "ci=±1c_i=\pm1", ∣∑iciti∣≤∑iti\bigl|\sum_ic_it_i\bigr|\le\sum_it_i. This is ∣Z(1,1)∣≤Z(1,0)|Z(1,1)|\le Z(1,0) of the text.

FluxDuality.bias_mem: under the assumptions "0≤ti0\le t_i", "ci=±1c_i=\pm1", "0≤∑iciti0\le\sum_ic_it_i", "0<∑iti+∑iciti0\lt\sum_it_i+\sum_ic_it_i", 0≤θ≤10\le\theta\le1 for θ:=(∑t−∑ct)/(∑t+∑ct)\theta:=(\sum t-\sum ct)/(\sum t+\sum ct). The third assumption Z11:=∑ct≥0Z_{11}:=\sum ct\ge0 is used for θ≤1\theta\le1; it is not a spectral fact, and corresponds to the positivity of the Boltzmann weight in the text.

ReflPos.refl_pos: for finite sets Φ,Ψ\Phi,\Psi and real functions A:Φ→RA:\Phi\to\mathbb R, F,G:Ψ→Φ→RF,G:\Psi\to\Phi\to\mathbb R, under the assumption "for every φ\varphi, 0≤A(φ)0\le A(\varphi)", ∑φ∑ψ1∑ψ2A(φ)F(ψ1,φ)F(ψ2,φ)G(ψ1,φ)G(ψ2,φ)≥0\sum_\varphi\sum_{\psi_1}\sum_{\psi_2}A(\varphi)F(\psi_1,\varphi)F(\psi_2,\varphi)G(\psi_1,\varphi)G(\psi_2,\varphi)\ge0. It is the finite-sum version of ∫A ∣∫FG∣2≥0\int A\,|\int FG|^2\ge0 in step 5 of Theorem 3, and the sign of FF does not matter.

ReflPos.refl_cs: under the same assumption 0≤A0\le A, for g(φ):=∑ψF(ψ,φ)G(ψ,φ)g(\varphi):=\sum_\psi F(\psi,\varphi)G(\psi,\varphi) and h(φ):=∑ψF(ψ,φ)H(ψ,φ)h(\varphi):=\sum_\psi F(\psi,\varphi)H(\psi,\varphi), (∑φA g h)2≤(∑φA g2)(∑φA h2)\bigl(\sum_\varphi A\,g\,h\bigr)^2\le\bigl(\sum_\varphi A\,g^2\bigr)\bigl(\sum_\varphi A\,h^2\bigr). It writes the Cauchy–Schwarz form for reflections, ⟨G⋅ΘH⟩2≤⟨G⋅ΘG⟩⟨H⋅ΘH⟩\langle G\cdot\Theta H\rangle^2\le\langle G\cdot\Theta G\rangle\langle H\cdot\Theta H\rangle, as algebra after the weight has been split into factors.

What machine checking guarantees is only this algebra of finite sums and real numbers. That the transfer matrix is positive, that it commutes with C^4\hat C_4, that the twist is the insertion of C^4\hat C_4, that the weight splits into the form A⋅F⋅FA\cdot F\cdot F (steps 1–4 of Theorem 3), and the Haar measure lie outside Lean; the proofs in the text and the literature carry them. The axioms of the five theorems are, in the record, the three standard ones (propext, Classical.choice, Quot.sound), and they pass this book's re-check (A-04).

07

The table of the five grades and the dependency graph

Table 2 The rows of this chapter ("—" marks a row with no machine checking)
RowStatement (one line)GradeBasisScopeMachine checking
[01]Positivity of the transfer matrix T≥0T\ge0CitedOsterwalder–Seiler, Lüscher, 5-03Wilson action of a compact group—
[02]The twist n34n_{34} is the insertion of the centre transformation C^4\hat C_4; e4e_4 is an eigenvalue of C^4\hat C_4Cited't Hooft, 12-01Groups whose centre contains −1-1—
[03]Lemma 1: Z(1,0)=Y(0)+Y(1)Z(1,0)=Y(0)+Y(1), Z(1,1)=Y(0)−Y(1)Z(1,1)=Y(0)-Y(1), θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0Proved hereProof in §02 ⟸ [01][02]TL1L22×TM×M2T^2_{L_1L_2}\times T^2_{M\times M}, n12=1n_{12}=1, Z(1,0)+Z(1,1)>0Z(1,0)+Z(1,1)\gt0FluxDuality (FluxDuality.split) (assumption: ci=±1c_i=\pm1), twisted_le (assumptions: 0≤ti0\le t_i, ci=±1c_i=\pm1)
[04]θ≤1\theta\le1 (Fv≥0F_v\ge0)Proved here§02 ⟸ [03]Uses Z(1,1)≥0Z(1,1)\ge0 (positivity of the Boltzmann weight)FluxDuality (FluxDuality.bias_mem) (assumptions: 0≤ti0\le t_i, ci=±1c_i=\pm1, Z11≥0Z_{11}\ge0, Z10+Z11>0Z_{10}+Z_{11}\gt0)
[05]Lemma 2: if F′≤KFF'\le KF (K≥1K\ge1), then tanh⁡(F′/2)≤Ktanh⁡(F/2)\tanh(F'/2)\le K\tanh(F/2)Proved hereProof in §02 (concavity of tanh⁡\tanh)F,F′≥0F,F'\ge0—
[06]Theorem 3: positivity of reflections through lattice points in directions 3 and 4 for the z ensembleProved hereProof in §03 (the Osterwalder–Seiler argument with z and the constraints added)SU(2)SU(2), MM even, twist n12=1n_{12}=1 fixedReflPos (ReflPos.refl_pos) (only the algebra of step 5; assumption: 0≤A0\le A), refl_cs (assumption: 0≤A0\le A)
[07]Character-expansion coefficients cj=2(2j+1)βI2j+1(β)>0c_j=\frac{2(2j+1)}\beta I_{2j+1}(\beta)\gt0CitedStandard expansion (cross-checked numerically)SU(2)SU(2), β>0\beta\gt0—
[08]Lemma 4: the twisted plaquette weight has negative coefficients for half-integer jj; transverse reflections are not of positive typeProved hereProof in §03 ⟸ [07]Twist fixed, reflections in directions 1 and 2—
[09]Lemma 5: I\mathcal I holds for Z2\mathbb Z_2 and U(1) too, and an argument from I\mathcal I alone gives the same conclusion thereProved hereProof in §04 ⟸ [01][03][06]The form "from this set of inputs alone"; twist ±1\pm1—
[10]For U(1) and Z2\mathbb Z_2 the lateral-widening inequality is falseReading (physics)13-03 §02Weak coupling, an estimate—
[11]The lateral-widening inequality (strong and weak forms) and the uniform slab tension do not follow from the structural inputs aloneReading (physics)§04 ⟸ [09][10]On top of the estimate [10]—
[12]Reflection positivity gives no convexity or monotonicity in the transverse size LLProved here§03 ⟸ [08]In the sense that the standard argument cannot be used—
[13]At strong coupling the lateral-widening inequality holds with C≈1C\approx1AssumptionLine of argument: polyhedral expansion (an estimate uniform in the planar size is unconfirmed)Small β\beta—
[14]In the confining regime Y(1)/Y(0)Y(1)/Y(0) is small because of the electric string tensionReading (physics)13-05 §04LΛ≫1L\Lambda\gg1, an estimate—

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

[01] CIT TM     positivity of the transfer matrix                     compact group, Wilson action
[02] CIT CEN    twist is a centre insertion, e₄ an eigenvalue         't Hooft
[03] PRV EFLUX  Lemma 1: θ = Y(1)/Y(0) ≥ 0 ⟸ [01][02]                 Lean split, twisted_le
[04] PRV LE1    θ ≤ 1 ⟸ [03]                                          uses Z(1,1) ≥ 0; Lean bias_mem
[05] PRV TANH   Lemma 2: F′ ≤ KF ⇒ θ′ ≤ Kθ                            K ≥ 1
[06] PRV RP     Theorem 3: reflection positivity in z, directions 3, 4  Lean refl_pos, refl_cs (algebra)
[07] CIT CHAR   character-expansion coefficients c_j > 0              SU(2)
[08] PRV TWX    Lemma 4: transverse reflections not of positive type ⟸ [07]  twist fixed
[09] PRV NOGO   Lemma 5: I holds for Z₂, U(1) too ⟸ [01][03][06]      from this set of inputs alone
[10] RDG FAIL   lateral widening false for U(1), Z₂                   13-03, estimate
[11] RDG NEED   does not follow from structural inputs alone ⟸ [09][10]
[12] PRV NOCVX  no convexity or monotonicity in L from reflections ⟸ [08]
[13] ASM SC     C ≈ 1 at strong coupling                              line of argument; uniformity in M unconfirmed
[14] RDG EL     Y(1)/Y(0) small in the confining regime               estimate

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 nodes that stand on paper are [03]–[06], [08], [09] and [12], and they rest on the literature rows [01], [02], [07]. Only the claim of the chapter title, [11], has the estimate row [10] as a premise, and it is "Reading (physics)". The assumption row [13] is not a premise of any conclusion.


What this chapter can say

What is saidWhat is not said
Proved here The global bias of the sector is the ratio of electric fluxes θ=Y(1)/Y(0)∈[0,1]\theta=Y(1)/Y(0)\in[0,1] (the upper bound uses the positivity of the weight)An estimate of the size of Y(1)/Y(0)Y(1)/Y(0). The electric string tension in the band
Proved here The z ensemble with the twist fixed is positive under reflections through lattice points in directions 3 and 4. Transverse reflections are not of positive type because of the twistThat positivity of transverse reflections fails for all functions. Convexity in LL
Proved here The set of structural inputs I\mathcal I holds for Z2\mathbb Z_2 and U(1) too, and an argument from I\mathcal I alone gives the same conclusion there (from this set of inputs alone)What comes out when a dynamical input is added to I\mathcal I
Reading (physics) The lateral-widening inequality and the uniform slab tension do not follow from the structural inputs aloneA proof, as a theorem, that the lateral-widening inequality is false for U(1) and Z2\mathbb Z_2
Lean: the spectral algebra (FluxDuality (FluxDuality.split, FluxDuality.twisted_le, FluxDuality.bias_mem)) and the algebra of the final sum of the reflection (ReflPos (ReflPos.refl_pos, ReflPos.refl_cs))The transfer matrix, the centre transformation, the decomposition of the weight, the Haar measure (outside Lean)

Sources and reproduction

ItemKindSource / tools
Reflection positivity and positivity of the transfer matrixCitedK. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440. M. Lüscher, Commun. Math. Phys. 54 (1977) 283. Chapter 5-03
Electric and magnetic flux, the twist and centre transformationsCitedG. 't Hooft, Nucl. Phys. B153 (1979) 141. Chapter 12-01
The ensemble with the twist summed overCitedG. Mack, V. B. Petkova, Ann. Phys. 123 (1979) 442. Chapter 12-03
Lemma 1, Lemma 2, Theorem 3, Lemma 4, Lemma 5Proved hereThe proofs in §02–§04 of the text. The same content as the propositions "site-reflection positivity" and "no-go from structure" of the paper on the reduction of the band (paper 2 from this book, A-07)
The formula for the character-expansion coefficientsCitedStandard expansion. Checked to agree to 8 decimal places with numerical integration over the Haar measure for β=0.5,2.5\beta=0.5,2.5, j≤3/2j\le3/2
The line of argument by the strong-coupling polyhedral expansionAssumptionLine of argument only. The literature for the comparison of the leading term (Münster 1981) is not yet checked
LeanLeanFluxDuality (FluxDuality.split, FluxDuality.twisted_le, FluxDuality.bias_mem), ReflPos (ReflPos.refl_pos, ReflPos.refl_cs). They guarantee only the algebra of finite sums and real numbers. A-04

Terms used in this chapter — structural inputs, the transfer matrix, the centre transformation, the electric flux e4e_4, the sector bias θ\theta, the z ensemble, reflection through lattice points, positive type, the negative lemma, the lateral-widening inequality, touchstone. Their meanings are in A-02 Glossary and A-06 Index of assumptions.

Next chapter: 13-05 The chessboard and simultaneous flips — using Theorem 3 to replace frame decorrelation by a single density.

← 13-03 The only place where non-abelian entersContents13-05 The chessboard and simultaneous flips →

Revised 2026-10-15: first version.