computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 8 A dictionary of two vocabularieshow to read the dictionary

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. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

How to read the dictionary — grading in two columns, and naming who judges "the same"

What this chapter shows — The two grades of each row of the dictionary: (a) the correspondence as definitions, and (b) existence in four-dimensional Yang–Mills.
That the inconsistencies of a one-column grade are resolved by two columns (Figure 1).
Who judges "the same" (theorem, definition, convention, conjecture, analogy), and how to read the Conditions entry (Figure 2).

Prerequisite chapters — 0-03 Reading the problem statement word by word. §03 and §08 are easier to read after 4-10 and 4-11. Words not in 0-03 get a one-phrase explanation where they first appear, and the details are left to the linked chapters.

Said first — This chapter only fixes how to read. The grades in Table 2 are this book's reading, and the grounds are in 8-02–8-04. This site shows neither the existence of the mass gap nor the construction of the continuum limit.

The order of this chapter
  1. Two vocabularies pointing at the same thing
  2. The entries of a row — nine entries (including column (c))
  3. Column (a): the correspondence as definitions — Settled, Conditional, Unsettled
  4. Column (b): existence in four dimensions — Constructed, Conditional, None (not yet constructed)
  5. Two columns resolve the inconsistencies — Figure 1, Table 2
  6. Which vocabulary to put first
  7. Who judges "the same" — five judges
  8. How to read the Conditions entry — Figure 2, Table 3
  9. What comes along if column (b) moves

01

Two vocabularies pointing at the same thing — why a dictionary is needed

The "path integral", "vacuum" and "glueball" of physics are assigned in mathematics to "a probability measure", "a unit vector in the reconstructed Hilbert space (1-10)" and "an isolated eigenvalue of the mass operator M=H2−P2M=\sqrt{H^2-P^2} (the operator that reads the rest mass from the energy HH and the momentum PP)". Whether words of different origins point at the same thing, and how certain the correspondence is, differs from row to row, and can only be checked row by row. That is the subject of this chapter.

There are three answers: it can be said by a theorem to be the same, it can be said only under assumptions, or it cannot be said. Moreover, in four dimensions the object on the side of mathematics has often not yet been made (0-03 §04). So we give a row the following form.

physical word⏟origin ⟷ mathematical word⏟origin[ (a) correspondence as definitions ; (b) existence in 4-dim. YM ](1)\underbrace{\text{physical word}}_{\text{origin}}\ \longleftrightarrow\ \underbrace{\text{mathematical word}}_{\text{origin}}\qquad\bigl[\ (a)\ \text{correspondence as definitions}\ ;\ (b)\ \text{existence in 4-dim. YM}\ \bigr] \tag{1}

⟷\longleftrightarrow only places the two side by side as a pair; whether they are the same is stated by the two grades. Example: "instanton ⟷\longleftrightarrow anti-self-dual connection" is (a) Settled, (b) Constructed (classical). For classical fields there is the precedent of Wu–Yang (1975) (abstract: 'identification with the mathematical concept of connections'; 1-07). An attempt to read the assumptions of this site's record in the vocabulary of physics is in 8-05.

02

The entries of a row — nine entries and a sample

There are nine entries: concept, the physical word and its origin, the mathematical word and its origin, column (a), column (b), column (c), judge, conditions (the assumptions needed for the identification and the gap that remains), and chapter.

The sample is the Feynman–Kac formula. The imaginary-time evolution of H=−12Δ+VH=-\tfrac12\Delta+V (Δ\Delta is the Laplacian, not the Δ\Delta of the mass gap) can be written as an expectation over Brownian motion BsB_s started from xx (a random path made by piling up independent small Gaussian displacements; 1-08) Known.

(e−tHf)(x)=Ex[exp⁡(−∫0tV(Bs) ds)f(Bt)](2)\bigl(e^{-tH}f\bigr)(x)=\mathbb E_x\Bigl[\exp\Bigl(-\int_0^t V(B_s)\,ds\Bigr)f(B_t)\Bigr] \tag{2}

Filling in the entries: the concept is "writing e−tHe^{-tH} as an integral over paths", the physical word is the path integral (Feynman 1948), the mathematical word is the Feynman–Kac formula (Kac 1949), (a) Settled, (b) Not applicable (a row of quantum mechanics with finitely many degrees of freedom, so not asked; §04), the judge is a theorem, the conditions are "VV bounded below, etc.; the real-time eiSe^{iS} does not become a measure", and the chapter is 2-07. Two kinds of thing go into the Conditions entry. "VV bounded below, etc." is a hypothesis of the theorem, and "the real-time eiSe^{iS} does not become a measure" is a gap that remains even after the identification. Among the arrows, ⟺\Longleftrightarrow is a theorem in both directions and ⟹\Longrightarrow a theorem in one direction, while ⟷\longleftrightarrow, as in (1), only places the two side by side as a pair.

Column (c): the direction reachable by finite measurement. Besides (a) and (b) we attach one more grade: for a quantity on the side of mathematics, which direction follows as a rigorous inequality from numbers measured with finitely many observables, finite time tt and finitely many lattices. There are four values: Upper bound only, Lower bound only, Both and Out of reach (statements about limits, uniformity or all observables, which finite measurement settles in neither direction). Rows that name no quantity (rows that are only a correspondence of definitions or theorems) get "—". The grounds for the judgement are (8) and (9) of §08. A sum of exponentials with weights wn≥0w_n\ge0 is log-convex, so the effective mass meff(t)m_{\mathrm{eff}}(t) decreases in tt and approaches μO\mu_O from above, and at every finite tt, m≤μO≤meff(t)m\le\mu_O\le m_{\mathrm{eff}}(t) Known ((3) in 4-11). So the gap and its relatives (positions of eigenvalues, decay rates) fall under "Upper bound only", and the lengths and times that are their inverses (the correlation length ξ\xi, the Poincaré constant CPC_P) under "Lower bound only". This is the box "The asymmetry of upper and lower bounds" in 1-10 made into an entry of the dictionary. The row of the sample, the Feynman–Kac formula, gets "—".

03

Column (a): the correspondence as definitions — Settled, Conditional, Unsettled

Column (a) asks: "if both objects existed, would they be the same?" Whether they exist is the job of column (b).

SettledThere is a theorem giving the same object, or the side of mathematics defines it so.
ConditionalThe same only under assumptions that are in neither definition (the assumptions go into the Conditions entry).
UnsettledThey seem to point at the same thing, but no theorem says so.

Even when Settled, the arrow has a direction. The sample is the Osterwalder–Schrader (OS) reconstruction theorem (4-10). We call the axioms of real-time quantum field theory the Wightman axioms (4-09), and the five conditions imposed on imaginary-time correlations (Schwinger functions) (E0)–(E4): (E0) regularity, (E1) Euclidean covariance, (E2) reflection positivity (correlations with the quantity reflected in the mirror of time are not negative), (E3) symmetry, (E4) clustering. (E0′) is the linear growth condition, a strengthening of (E0), requiring the estimates of the nn-point functions to stay within roughly factorial growth in nn (4-10 §03) Known.

there: Wightman theory ⟹ (E0)∧⋯∧(E4),back: (E0′)∧(E1)∧⋯∧(E4) ⟹ Wightman theory(3)\text{there:}\ \text{Wightman theory}\ \Longrightarrow\ (\mathrm{E0})\wedge\cdots\wedge(\mathrm{E4}),\qquad \text{back:}\ (\mathrm{E0}')\wedge(\mathrm{E1})\wedge\cdots\wedge(\mathrm{E4})\ \Longrightarrow\ \text{Wightman theory} \tag{3}

On the way there, analytically continuing the correlations of a Wightman theory to imaginary time, using that the energy is positive, gives (E0)–(E4). On the way back (E0′) is needed, and whether (E0′) follows from a Wightman theory is not known (Summers §3, 4-10 §03). Since the conditions differ on the way there and the way back, even though (a) is Settled we write the arrow as two ⟹\Longrightarrow, not as ⟺\Longleftrightarrow.

The sample of Conditional is the mass gap and the decay of correlations. §5 of the problem statement writes in one direction: 'An important consequence of the existence of a mass gap is clustering'. The converse needs a dense family of observables to decay at a uniform rate (§08).

Unsettled comes in three types. (i) No definition on the side of mathematics: the four-dimensional Λ\Lambda. (ii) Definitions on both sides, but within the range we searched no theorem saying they are the same: centre symmetry (Chatterjee writes that the mathematical physics literature has no rigorous definition, and then that his definition on the lattice was inspired by the physical definition through the Polyakov loop). (iii) Correspondences inside conjectures or analogies: the radial direction of holography and the scale of renormalisation (7-08).

Read as two groups, "Settled" are pairs that are settled to point at the same thing, and "Conditional" and "Unsettled" are pairs that mathematical rigour has not been able to assert. Dictionary B (8-03 §01) adds a fourth grade, "Does not correspond", for pairs known to be different quantities. Row 9 of Table 2 (a false friend, the detour in §06) is graded at this level as B3 in 8-03.

04

Column (b): existence in four dimensions — Constructed, Conditional, None

Column (b) writes, with a level, whether the object the mathematical word points at has been made in four dimensions. There are four levels: classical (smooth connections), formal power series (each order of perturbation), lattice (spacing aa fixed), and continuum quantum theory (a measure and a Hilbert space on R4\mathbb R^4); the problem statement asks for the last (0-03 §03).

ConstructedMade at the level the row names (the level is added).
ConditionalOnly versions of limited range (strong coupling, lattice fields satisfying an admissibility condition, and so on).
NoneNot yet made at the named level. It has not been shown not to exist (versions at lower levels go into the Conditions entry).

These are the three grades. For rows that are not objects of four-dimensional Yang–Mills (quantum mechanics with finitely many degrees of freedom, extra dimensions, and so on) (b) is not asked, and we write "Not applicable" (the sample in §02).

The last rule is the key. "None" as the name of a grade means "not yet constructed"; it has not been shown not to exist. The problem asks exactly about that existence. The measure on a finite lattice exists for every β\beta (the coefficient of the coupling in the lattice action) (5-01), but the continuum measure is its limit, and for four-dimensional non-abelian groups it has not yet been constructed Known.

dμa(U)=1Z e−SW(U)∏ℓdUℓ  (exists),μ=lim⁡a→0μa  (not constructed)(4)d\mu_a(U)=\frac1Z\,e^{-S_W(U)}\prod_\ell dU_\ell\ \ (\text{exists}),\qquad \mu=\lim_{a\to0}\mu_a\ \ (\text{not constructed}) \tag{4}

UℓU_\ell is the link variable and SWS_W the Wilson action. Example: instantons are Constructed classically (ADHM 1978), and the transfer matrix (the operator that advances imaginary time by one step on the lattice, §08) is Constructed on the lattice (Lüscher 1977). Rows 10 and 11 of Table 2 point at the same geometry, but 10 names the classical level and 11 the lattice level. The second Chern number of a smooth connection exists classically, so the (b) of 11 is Conditional because assigning an integer to a lattice field needs an admissibility condition (UpU_p close to 1 on each plaquette). On the strongly coupled lattice an isolated one-particle state has also been shown (Schor 1984), but at the lattice level, and on the opposite side from the continuum limit (5-09).

05

Two columns resolve the inconsistencies — fourteen samples

With a one-column grade, "are they the same as definitions?" and "do they exist in four dimensions?" are mixed into one grade, and which of the two decided the grade changes from row to row.

one-column grade=f((a),(b)),f chosen implicitly row by row(5)\text{one-column grade}=f\bigl((a),(b)\bigr),\qquad f\ \text{chosen implicitly row by row} \tag{5}

Example: rows 4 and 5 of Table 2 are the same pair, yet asking about definitions gives Conditional, and asking about a four-dimensional instance gives Unsettled. The same holds for 6 and 7, and 1 (the path integral) is Settled as a definition but Conditional in one column. In two columns these fall into the same cell. With a one-column grade that "takes the weaker", the rows of continuum quantum theory almost all line up at "None", and the correspondences of definitions become invisible.

Figure 1 The slider gives the one-column grade (left) and the two columns (right; vertical (a), horizontal (b)). The numbers are rows of Table 2; pressing a point or a row shows its grades. Dashed lines join the same pairs
ConstructedConditionalNone (not built)(b) existence in four dimensions One-column grade SettledConditionalUnsettled(a) 1 2 3 4 5 6 7 8 9 10 11 12 13 14
The two-column arrangement.

The positions are the grades of Table 2 (this book's reading). With JavaScript disabled, the still figure and the table can be read.

Table 2 Fourteen samples (details in 8-02–8-04). "One column" is the grade given without separating the two questions. (c) is column (c) of §02 (the direction reachable by finite measurement).

#Physical word ⟷ mathematical wordOne column(a)(b)(c)JudgeChapter
1Path integral ⟷ Euclidean probability measureConditionalSettledNone—Definition4-02, 8-02
2Wick rotation ⟷ OS reconstruction theoremSettledSettled (⇒\Rightarrow)None—Theorem4-10
3Existence of the lattice Hamiltonian (T=e−aHT=e^{-aH} positive and self-adjoint) ⟷ reflection positivity of the Wilson actionSettledSettledConstructed (lattice)—Theorem5-03
4One-particle state ⟷ isolated eigenvalue of the mass operatorConditionalConditionalNoneUpper bound onlyTheorem + conditions4-11, 8-02
5Glueball ⟷ isolated eigenvalue of the mass operatorUnsettledConditionalNoneUpper bound onlyTheorem + conditions, convention8-03
6Spacetime and lattice ⟷ the a→0a\to0 limit of aZ4a\mathbb Z^4UnsettledConditionalNoneOut of reachDefinition + conditions8-02
7Continuum limit ⟷ scaling limitConditionalConditionalNoneOut of reachDefinition + conditions8-04, 6-08
8Mass gap ⟷ spectral gap, exponential decay of correlationsConditionalConditionalNoneUpper bound onlyTheorem + conditions4-11, 8-03
9Gap in physical units ⟷ uniform gap in lattice unitsUnsettledUnsettled (false friend)Conditional (strong coupling, etc.)Out of reachConvention8-03
10Instanton ⟷ anti-self-dual connectionSettledSettledConstructed (classical)—Theorem3-05
11Topological charge (lattice) ⟷ second Chern number of a lattice fieldConditionalConditionalConditional (lattice: fields with UpU_p close to 1 on each plaquette)—Theorem + conditions3-05, 8-04
12Renormalisability ⟷ BPHZ, Epstein–Glaser (for YM, BRS and flow equations)ConditionalConditionalConstructed (formal power series)—Theorem (for YM, see the note below)4-04, 4-05
13Λ\Lambda, "a single scale" ⟷ Assumption H: CP≍ξ2C_P\asymp\xi^2UnsettledUnsettledNoneLower bound only (CPC_P; H↑ out of reach)Analogy10-01, 8-05
14Radial direction of holography ⟷ Fefferman–Graham expansionUnsettledUnsettledNone—Conjecture7-08, 8-04

Notes on the words of Table 2. Row 11 names the lattice level (§04). The "theorem" in the judge entry of 12 is Hepp 1966 for scalar fields; for gauge theories Becchi–Rouet–Stora 1976 (for semisimple groups, with a choice of gauge in which every field has a mass, showing the identities of gauge symmetry to all orders of perturbation); and for massless SU(2)SU(2) pure Yang–Mills Efremov–Guida–Kopper 2017 (by flow equations of the renormalisation group). The source for pure Yang–Mills with a general compact group has not been checked. In 13, Λ\Lambda is the mass scale the theory generates by itself (4-07), CPC_P is the Poincaré constant (how slowly configurations return to equilibrium under a stochastic gradient flow, i.e. Langevin dynamics; 1-10, 8-03), ξ\xi is the correlation length (the length over which correlations decrease as e−r/ξe^{-r/\xi}, the inverse of the gap in lattice units), and Assumption H is the assumption CP≍ξ2C_P\asymp\xi^2 made by the record kept on this machine (that the two are proportional up to constant factors; 10-01). The Fefferman–Graham expansion in 14 expands the metric of the interior in powers of the depth from the boundary (8-04).

06

Which vocabulary to put first — look up by the physical word, judge by the mathematical statement

The dictionary is ordered so that it can be looked up from the physical words that many readers know first, and the grades are judged after translating into mathematical statements (7-13 §01). When a physical word has two meanings, the row is split. The criterion for splitting is whether the grade in column (a) differs between the two meanings. If it is the same, they stay in one row; if it differs, they are split. The sample is "unitarity" Known.

positive norm ⟺ reflection positivity(Settled; within the OS–Wightman correspondence)positive norm∧asymptotic completeness ⟹ unitarity of the S-matrix(Conditional; under Haag–Ruelle scattering theory)(6)\begin{aligned} &\text{positive norm}\ \Longleftrightarrow\ \text{reflection positivity} &&(\text{Settled; within the OS–Wightman correspondence})\\ &\text{positive norm}\wedge\text{asymptotic completeness}\ \Longrightarrow\ \text{unitarity of the S-matrix} &&(\text{Conditional; under Haag–Ruelle scattering theory}) \end{aligned} \tag{6}

Positive norm means that the inner product of states is positive definite (there are no states of negative norm). Asymptotic completeness means that the Hilbert space is exhausted by states of free particles in the far past and far future (asymptotic states) (8-02 §05). The upper row is a statement within the correspondence between OS and Wightman: from reflection positivity come a positive-definite Hilbert space and H≥0H\ge0 (reconstruction). The converse is the way-there direction of (3): the positivity of a Wightman theory becomes the reflection positivity of the Schwinger functions (4-10). The lower row is a statement under the Haag–Ruelle scattering theory, which builds asymptotic states by assuming an isolated one-particle mass shell.

Put into one row, the Settled grade would read as if it extended to the S-matrix. "Confinement" is another example of a split row. The three criteria are V(R)→∞V(R)\to\infty (V(R)V(R) is the energy of a heavy quark pair placed at distance RR, read from how Wilson loops decrease), the area law σ>0\sigma\gt0 (σ=lim⁡R→∞V(R)/R\sigma=\lim_{R\to\infty}V(R)/R is the string tension), and unbroken centre symmetry (invariance under transformations by the centre of the group; in physics, the expectation of the Polyakov loop at finite temperature is 0). In physics they mean almost the same thing, but the mathematical theorems are one-directional and on the lattice. Chatterjee's Theorem 2.2 shows, on the lattice Zd\mathbb Z^d at fixed coupling, "centre symmetry unbroken ⇒V(R)→∞\Rightarrow V(R)\to\infty" (for Wilson loops in representations acting non-trivially on the centre; 8-03 §03).

Detour: false friends

Detour

A subsection you may skip.

In learning foreign languages, words that look alike but differ in meaning are called "false friends". The typical one is "gap". A uniform gap in lattice units is, in physical units, a property of the side where the mass goes to infinity, the opposite side from the continuum limit, so we make column (a) Unsettled and write "false friend" in the Conditions entry (row 9 of Table 2). Precisely, the same word points in the two vocabularies (physics and mathematics) at objects with different conditions, and one holding does not imply the other holding (it lies rather on the opposite side). "Continuum limit" is not quite a false friend, but it is an example where the conditions included differ. The scaling limit of probability theory does not include "the limit is not Gaussian", which the physical word implicitly includes (for the four-dimensional Ising type and ϕ4\phi^4 it is Gaussian: Aizenman–Duminil-Copin 2021, 6-08). This difference goes into the Conditions entry of row 7 of Table 2. For the difference between "the mass of a particle" and the gap, see 9-05 and 9-02.

07

Who judges "the same" — five judges

Theorem: there is a theorem in both directions or in one ((2), (3), (6)). Definition: the side of mathematics has fixed an object as the meaning of the physical word. Fixing the path integral as a countably additive probability measure is such a case. §4 of Jaffe's review lists as a "problem" of the time that the path integral had no definition as 'a true integral, given by a countably-additive Borel measure'. This way of fixing it does not go as far as agreement with other calculations. Convention: the habit of calling things by the same name. Calling the lowest state measured in each channel on the lattice a "glueball", and calling uniform exponential decay in lattice units a 'strictly positive mass gap' (Shen–Zhu–Zhu). Conjecture: for the correspondence between the radial direction and scale, the side of physics too writes that 'what cutoff on the field theory corresponds to a radial cutoff in the bulk?' is 'left unanswered' (Heemskerk–Polchinski). Analogy: pointing out a similarity of form. "A single scale" and Assumption H (7-12).

(a)=Settled ⇒ the judge includes a theorem or a definition,judge only convention, conjecture or analogy ⇒ (a)=Unsettled(7)(a)=\text{Settled}\ \Rightarrow\ \text{the judge includes a theorem or a definition},\qquad \text{judge only convention, conjecture or analogy}\ \Rightarrow\ (a)=\text{Unsettled} \tag{7}

Example: row 5 of Table 2 is "Theorem + conditions, convention". The correspondence with an isolated eigenvalue is a conditional theorem (1-10), and calling the lowest state a "particle" is a convention. When they coexist we write both, and grade column (a) by the stronger.

08

How to read the Conditions entry — a single correlation gives only an upper bound on the gap

The Conditions entry is where the hypotheses of theorems are kept. We read row 8 of Table 2 with a small model. The transfer matrix is the operator T=e−HT=e^{-H} that advances imaginary time by one step on the lattice (taking the step as 1; 4-10, 5-03). Let its levels be 0=E0<E1<E2<⋯0=E_0\lt E_1\lt E_2\lt\cdots; the state Ω\Omega with E0=0E_0=0 is the vacuum. The correlation at imaginary-time separation tt can be written with the levels and the overlaps wn≥0w_n\ge0 of the observable OO with each level (if the levels are discrete) Known.

CO(t)=⟨O(t)O(0)⟩−⟨O⟩2=∑n≥1wne−Ent,wn=∣⟨n∣O∣Ω⟩∣2(8)C_O(t)=\langle O(t)O(0)\rangle-\langle O\rangle^2=\sum_{n\ge1}w_n e^{-E_n t},\qquad w_n=\bigl|\langle n|O|\Omega\rangle\bigr|^2 \tag{8}

The gap is m=E1m=E_1. The rate at which the correlation decreases is fixed by the first level with wn>0w_n\gt0.

μO=min⁡{En:wn>0} ≥ m,meff(t)=log⁡CO(t)CO(t+1) →t→∞ μO(9)\mu_O=\min\{E_n:w_n\gt0\}\ \ge\ m,\qquad m_{\mathrm{eff}}(t)=\log\frac{C_O(t)}{C_O(t+1)}\ \xrightarrow[t\to\infty]{}\ \mu_O \tag{9}

What a single correlation can say is only the upper bound m≤μOm\le\mu_O. One observable suffices for the upper bound, and equality needs w1>0w_1\gt0. The lower bound m≥cm\ge c needs every member of a family of observables dense in the part orthogonal to the vacuum to decrease at rate at least cc (uniformity). Which observables overlap with E1E_1 is not known in advance, so a family is needed. This is the content of the conditions of row 8 (4-11 §02, 8-03. Easy from above and hard from below is the same shape as the variational principle: the box "The asymmetry of upper and lower bounds" in 1-10). Column (c) of the dictionary (§02) attaches this asymmetry to each row.

Example: if E=(0.5,0.9,1.4)E=(0.5,0.9,1.4), w2=1w_2=1, w3=0.5w_3=0.5 and w1=10−3w_1=10^{-3}, then meff(8)=0.892m_{\mathrm{eff}}(8)=0.892, 1.78 times the gap, and it comes within 5% only from t=24t=24 Computed. For t≤8t\le8 the difference between w1=10−3w_1=10^{-3} and w1=0w_1=0 is at most 1.3% Computed; at finite tt a small overlap cannot be told apart from no overlap.

Figure 2 Changing the overlap w₁ and the measured range t_max changes the effective mass (line) and the values that can be read (points). Dashed lines are E₁ (the gap) and E₂; the shading is the unmeasured range
If JavaScript is disabled, see Table 3.
w₁ = 1.0e-3, m_eff(8) = 0.892 (1.78 times the gap), within 5%: t = 24 onwards

ComputedThe numbers in this figure were computed on this machine ((8) and (9) computed on the spot).

ComputedTable 3 meff(t)m_{\mathrm{eff}}(t) (with the same EE, w2w_2 and w3w_3 as above). The right end is the first integer tt with meff≤1.05E1m_{\mathrm{eff}}\le1.05E_1.

w1w_1t=1t=181632Within 5%
10.70130.51320.50050.50007
0.10.93220.60180.50540.500013
0.010.98880.81080.54810.500118
0.0010.99530.89180.73050.500924
00.99600.90360.90010.9000—
09

What comes along if column (b) moves — reading the problem from the dictionary

What the problem asks is to move column (b) from "None" to "Constructed" at the level of continuum quantum theory. "None" here means, as defined in §04, not that it has been shown not to exist but that it has not yet been made. What comes along then is shown by column (a).

(b): None→Constructed  and  (a)=Settled ⟹ the row can be used as it is(10)(b):\ \text{None}\to\text{Constructed}\ \ \text{and}\ \ (a)=\text{Settled}\ \Longrightarrow\ \text{the row can be used as it is} \tag{10}

In Table 2, column (b) is "None" in 9 rows, and 3, 10 and 12, which are "Constructed", are also at levels lower than continuum quantum theory. If a four-dimensional measure satisfying the way-back conditions (E0′)(\mathrm{E0}')–(E4)(\mathrm{E4}) of (3) were made, the Settled 1 and 2 could be used as they are, and the reconstruction theorem would give a Hilbert space, a Hamiltonian and a vacuum. For the Conditional 4 and 5 the upper gap (§5 of the problem statement counts 'an upper gap, in addition to the mass gap' among the extensions), and for 8 a uniform decay rate, that is, the gap itself, have to be checked separately. The Unsettled 13 and 14 and the false friend 9 are not settled even when the measure is made. On this book's reading, this is also why existence and the gap stand side by side in one sentence in the problem statement (0-03 §01).


What this chapter can say

What is saidWhat is not said
Known(2), the way there and the way back of (3), (6) (under the premises attached), (8), (9). The constructions of ADHM, Lüscher 1977 and Schor 1984That these hold in four-dimensional continuum Yang–Mills theory
This book's readingHow the two-column grades, levels and judges are fixed, how column (c) is fixed, (7) and (10), the grades of Table 2That the grades are unique (the grounds are in 8-02–8-04)
Computedmeff(t)m_{\mathrm{eff}}(t) of the three-level model (Table 3, Figure 2)The actual spectrum of Yang–Mills
Overall—This site shows neither the existence of the mass gap nor the construction of the continuum limit

Sources and reproduction

ItemKindSource / tools
The problem statement, the definitions in §07TextA. Jaffe, E. Witten, “Quantum Yang–Mills Theory” (the official problem statement of the Clay Mathematics Institute; the problem was announced in 2000). In: J. Carlson, A. Jaffe, A. Wiles (eds.), The Millennium Prize Problems, CMI / AMS, pp. 129–152 (year of publication not checked) / A. Jaffe, “Constructive Quantum Field Theory”, in Mathematical Physics 2000 (Imperial College Press, 2000) 111–127, §4 “Quantum Theory as Statistical Physics” (venue checked in Crossref)
(2), row 12 of Table 2Bibliographic data onlyFeynman, RMP 20 (1948) 367 / Kac, Trans. AMS 65 (1949) 1 / 't Hooft, NPB 33 (1971) 173 / Hepp, CMP 2 (1966) 301
Row 12 of Table 2 (proofs for YM)AbstractC. Becchi, A. Rouet, R. Stora, “Renormalization of gauge theories”, Ann. Phys. 98 (1976) 287–321 / A. N. Efremov, R. Guida, C. Kopper, “Renormalization of SU(2) Yang–Mills theory with flow equations”, J. Math. Phys. 58 (2017) 093503, arXiv:1704.06799
(3)Abstract, textOsterwalder–Schrader, CMP 31 (1973) 83, CMP 42 (1975) 281 (abstracts; the abstract of the second paper puts necessity in parentheses: '(necessary and) sufficient') / Glaser, CMP 37 (1974) 257 (abstract: points out and corrects an error in the first paper, and suggests that temperedness near Minkowski points needs an additional assumption) / S. J. Summers, “A Perspective on Constructive Quantum Field Theory”, arXiv:1203.3991, §3 and footnote 15 (text) / A. Jaffe, “Reflection Positivity Then and Now”, arXiv:1802.07880 (text)
(6)Text, bibliographic data onlyOsterwalder–Schrader 1973/75 (above) / Jaffe's review (above) §4, §7.1 (text: that reflection positivity gives a Hilbert space and a positive Hamiltonian, and that the Haag–Ruelle theory assumes an isolated one-particle mass shell) / R. Haag, Phys. Rev. 112 (1958) 669, D. Ruelle, Helv. Phys. Acta 35 (1962) (bibliographic data only)
Rows 3, 4 and 5 of Table 2AbstractLüscher, CMP 54 (1977) 283 / Osterwalder–Seiler, Ann. Phys. 110 (1978) 440 / Schor, NPB 231 (1984) 321
6, 7, centre symmetry, Theorem 2.2TextChatterjee, arXiv:1803.01950 §5 / arXiv:2006.16229 (CMP 385 (2021) 1007)
9, 10, 11, 14, §07AbstractShen–Zhu–Zhu, arXiv:2204.12737 / ADHM, Phys. Lett. A 65 (1978) 185 / Lüscher, CMP 85 (1982) 39 / Heemskerk–Polchinski, arXiv:1010.1264
§01, detourAbstractWu–Yang, PRD 12 (1975) 3845 / Aizenman–Duminil-Copin, Ann. Math. 194 (2021) 163
Table 2, Figure 1This book's readingThe primary sources are in 8-02–8-04. The layout is fig1_layout.py
Table 3, Figure 2ComputedPython on this machine (meff.py)

Next chapter to read: 8-02 Dictionary A: the theory itself.

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Revised 2026-10-01: first version.