Shareshian–Wachs elementary positivity

A coloring count with an extra q-weight always splits into elementary pieces with nonnegative coefficients.

1 paper September 24, 2026 Explained by AI

Count the ways to color a graph so that linked vertices differ. Weight each coloring by q raised to its number of rising edges. Shareshian and Wachs conjectured that, for natural unit interval graphs, this weighted count splits into elementary pieces with never-negative whole-number coefficients. This paper proves it, with each coefficient counting an explicit set of permutations.

First step
1993
Richard Stanley and John Stembridge, the q = 1 conjecture
Significance
Major
It settles the positivity part of a well-known refined conjecture, and gives each coefficient a counting meaning.
Trust
Formal proof listed
Field
Combinatorics
1 paper

The explanation

Take three vertices in a row, labeled 1, 2 and 3, with links 1–2 and 2–3. Color each vertex red, green or blue, so linked vertices never match. Such a coloring is called proper, and there are 12 of them. Rank the colors red < green < blue.

Now tag each coloring by its rising edges. An edge rises when its lower-numbered vertex gets the lower color. Coloring 1, 2, 3 red, green, blue makes both edges rise. Blue, green, red makes neither rise. The other ten colorings each have exactly one rising edge. Give each coloring the weight q raised to its number of rising edges. The 12 weights add up to 1 + 10q + q².

Allow any number of colors, and keep track of which colors are used. The result is the chromatic quasisymmetric function of the graph. With q set to 1, it is Stanley's chromatic symmetric function from 1995, which refines the usual count of colorings.

Formulas like this can be rewritten in elementary pieces. The piece e_k adds up all products of k different color variables. For the three-vertex path, the paper's expansion is q·e₂e₁ + (1 + q + q²)·e₃. Check it with three colors. Then e₂e₁ counts 3 × 3 = 9 and e₃ counts 1. So the total is 9q + 1 + q + q², which is the 1 + 10q + q² found above. Every coefficient here is a polynomial in q with nonnegative whole-number coefficients. That property is called elementary positivity over ℕ[q].

Shareshian and Wachs proved that this function is symmetric for natural unit interval graphs. In such a graph, vertex i links to a run of the next few vertices, and these runs never shrink as i grows. They conjectured that every such graph is elementary-positive over ℕ[q]. The q = 1 version is the older Stanley–Stembridge conjecture from 1993. Hikita proved that q = 1 version in 2024. His formula gives positive values for every positive real q, but not whole-number coefficients. Griffin, Mellit, Romero, Weigl and Wen gave an independent proof of the q = 1 version. Earlier formulas did not give a nonnegative coefficient for each separate elementary piece.

This paper proves the refined conjecture for every natural unit interval graph. It also says what each coefficient counts. Take permutations of the vertex labels where any drop between neighbors in the list is a linked pair. Weight each by q raised to its number of out-of-order linked pairs. A step-by-step procedure then sends each such permutation to one elementary piece. For the three-vertex path, the permitted lists are 123, 132, 213 and 321, with weights 1, q, q and q². One of the two q lists goes to e₂e₁ and the other three go to e₃. Setting q to 1 recovers the Stanley–Stembridge theorem.

The single hard part is subtraction. Counting colorings gives nonnegative numbers, but rewriting in elementary pieces can introduce minus signs. The paper first matches each coefficient with an algebraic object known to be positive. It then turns those algebraic identities into explicit one-to-one matchings of finite sets. The procedure always finishes, but its running time may be large. The paper makes no claim about unimodality, the second half of the conjecture.

How sure is this? A computer proof checker called Lean has checked a formal version of the elementary expansion over ℕ[q]. It covers every finite number of color variables, with each permutation weighted as above. No specialist review of the paper has been published.

What it doesn't show. This does not prove the elementary unimodality part of the Shareshian–Wachs conjecture.

Where it came from

This result comes from an unreleased OpenAI model, published in the openai/math release on 6 October 2026.

Hype check

Major. Lean checks a formal version of the elementary expansion over ℕ[q]. The paper leaves the unimodality part open, and no specialist review is published.

Words used

Proper coloring
A way to give each vertex a color so that no two linked vertices share one.
Natural unit interval graph
A graph on vertices 1 to n where each vertex links to a run of the next few vertices, and these runs never shrink as you move right.
Chromatic quasisymmetric function
A formula that lists every proper coloring and tags it with q raised to its number of rising edges.
Elementary symmetric function
The sum of all products of k different variables, written e_k.
Elementary-positive
Writable as a sum of products of elementary symmetric functions, using only coefficients that are never negative.
ℕ[q]
Polynomials in q whose coefficients are whole numbers 0, 1, 2 and so on.

The original paper

All quoted lines (15)

  1. Stanley introduced the chromatic symmetric function as a symmetric-function refinement of the chromatic polynomial; it is the specialization of Equation (…) at q=1q=1.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  2. To check this directly, the colorings with a repeated color contribute q m(2,1)(X)q\,m_{(2,1)}(X), while those with three distinct colors contribute (1+4q+q2)m(1,1,1)(X)(1+4q+q^2)m_{(1,1,1)}(X).
    Elementary positivity of chromatic quasisymmetric functions Back to text
  3. Shareshian and Wachs proved that this function is symmetric for this graph class and conjectured that its coefficients in the elementary basis belong to N[q]\N[q].
    Elementary positivity of chromatic quasisymmetric functions Back to text
  4. In this language, the Stanley–Stembridge conjecture asks for elementary positivity of the incomparability graphs of (3+1)(3+1)-free posets.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  5. His formula gives numerical nonnegativity for every positive real qq, while its rational qq-weights do not establish coefficientwise nonnegativity in N[q]\N[q]; the refined conjecture remains explicitly distinguished in.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  6. Griffin, Mellit, Romero, Weigl and Wen gave an independent proof through Macdonald expansions, recovering Hikita's elementary formula.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  7. These descriptions do not determine a nonnegative coefficient formula for each elementary partition.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  8. This proves the elementary-positivity part of the Shareshian–Wachs conjecture.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  9. Thus DG0D_G^0 forbids adjacent descents between nonneighbors, and \ginvG\ginv_G counts only inversions supported on edges.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  10. The theorem assigns one of the two degree-one permutations to (2,1)(2,1) and the other three permutations to (3)(3).
    Elementary positivity of chromatic quasisymmetric functions Back to text
  11. Specializing our theorem at q=1q=1 therefore also proves the classical positivity theorem, previously established by Hikita.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  12. The positivity question is difficult because the coloring definition already has nonnegative coefficients in the monomial variables, whereas rewriting it in the elementary basis can involve subtraction.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  13. It first identifies each relevant elementary coefficient with a positive algebraic object.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  14. Its running time may nevertheless be large.
    Elementary positivity of chromatic quasisymmetric functions Back to text
  15. The theorem makes no assertion of elementary unimodality.
    Elementary positivity of chromatic quasisymmetric functions Back to text

Other sources

  1. R. P. Stanley and J. R. Stembridge, “On immanants of Jacobi–Trudi matrices and permutations with restricted position”, Journal of Combinatorial Theory, Series A 62 (1993), 261–279
  2. R. P. Stanley, “A symmetric function generalization of the chromatic polynomial of a graph”, Advances in Mathematics 111(1) (1995), 166–194
  3. J. Shareshian and M. L. Wachs, “Chromatic quasisymmetric functions”, Advances in Mathematics 295 (2016), 497–551, arXiv:1405.4629
  4. T. Hikita, “A proof of the Stanley–Stembridge conjecture”, arXiv:2410.12758 (2024)
  5. S. T. Griffin, A. Mellit, M. Romero, K. Weigl and J. J. Wen, “On Macdonald expansions of q-chromatic symmetric functions and the Stanley–Stembridge Conjecture”, arXiv:2504.06936 (2025)
  6. openai/math release notes (2026): model provenance and review status manuscripts and supporting proof artifacts produced by an internal OpenAI model

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