Torus-packet equidistribution in prime, quartic, and sextic degrees
Number-field grids spread evenly over all grid shapes in prime degrees from five, and in degrees four and six.
A totally real number field turns its ideal classes into a finite packet of closed tori among all lattices. The first paper proves these packets spread out evenly in each fixed prime degree from five on (Lean proof listed). It covers every field and every local type, with no exceptions and no weight lost. Companion papers claim to prove the same for primitive quartic fields with any order. They also claim it for primitive sextic fields with the full ring of integers.
The explanation
Take the numbers a + b√2, where a and b are whole numbers. Pair each one with its mirror twin, a − b√2. The number 1 becomes the point (1, 1). The number √2 becomes about (1.414, −1.414). All such points form a regular grid in the plane, called a lattice. Its basic cell has area 2√2, about 2.83.
Now stretch the plane sideways by about 5.83 and squash it upright by the same factor. The point (1, 1) moves to about (5.83, 0.172). That is exactly the point for 3 + 2√2. Every other grid point also lands on a grid point. Multiplying by 3 + 2√2 sends a + b√2 to (3a + 4b) + (2a + 3b)√2. The trick works because the twin 3 − 2√2 is exactly 1 divided by 3 + 2√2. So the whole grid comes back to itself.
Now picture the space of all grids whose cell has area 1. Shrink our grid to area 1 and stretch it slowly, from factor 1 up to 5.83. It traces a closed loop in that space. In the natural logarithmic units, the loop has length about 1.76, the logarithm of 5.83.
Larger number systems give larger versions of this picture. A totally real field of degree n is a number system built from a root of a degree-n whole-number equation. All n of its mirror copies are real. It gives a grid in n dimensions. The loop becomes a closed torus, a doughnut-like shape of dimension n − 1. One field can give several genuinely different grids, one for each ideal class. A torus packet collects the tori from every class, adds their sign-flipped copies, and weights each torus by its volume.
The question is whether packets spread out evenly as the number systems grow more intricate. Their size is measured by a whole number called the discriminant. For the grid above it is 8, the square of the cell area. Spreading evenly means each region gets its fair share of the packet's weight. Fair is judged by the natural uniform measure, called Haar measure. The papers also show that no share of the weight drifts off toward extremely squashed gridsSource 1.
For degree two, the loops are closed paths on a classical surface. In 1988, William Duke proved that these loops, weighted by length, spread evenly for the fundamental real-quadratic discriminants. In 2011, Einsiedler, Lindenstrauss, Michel and Venkatesh proved a cubic version. Their extension to higher prime degrees depended on an unproven analytic bound called subconvexity. In 2024, Lemke Oliver, Thorner and Zaman removed that condition in each fixed prime degree from five on. Their result still left out a small exceptional family of fields.
The first paper proves the result in every fixed prime degree from five on, with no exceptional fieldsSource 2. The argument has two parts. A counting bound keeps weight away from squashed grids and from tiny neighbourhoodsSource 3. A known classification then forces the uniform measureSource 4. The obstacle was making the count work for every field without the unproven bound. The paper uses a 1974 result of Stark in its placeSource 5. It also allows smaller systems of whole numbers inside the field, and grids grouped by their behaviour at each primeSource 6.
Degrees four and six bring a different obstacle. Four and six are not prime. In such degrees, the limit could pile up on smaller pieces of the space instead of spreading evenlySource 7Source 8. Both papers ask for primitive fields, which have no number system strictly between the ordinary fractions and the field itselfSource 9. The quartic paper claims to rule out the smaller pieces with a count in a related cubic fieldSource 10. The sextic paper claims to do it with a new argument about how the weight is spread at many scalesSource 11.
The scopes differ. The quartic paper allows any order, meaning any smaller ring of whole numbers inside the fieldSource 12. The sextic paper covers only the full ring of whole numbers, as the field discriminant growsSource 13. None of the results says anything about one torus on its ownSource 14. The first paper also gives no rate of convergenceSource 14.
How sure is this? A computer proof checker called Lean has checked a formal version of the prime-degree theorem. It is matched against a fixed reference statement by a tool called Comparator. The quartic and sextic theorems are outside the Lean scope note. No specialist review of any of the three papers has been published.
What it doesn't show. This does not say anything about a single torus, give a rate of convergence, or cover other composite degrees.
Where it came from
This result comes from an unreleased OpenAI model, published in the openai/math release on 6 October 2026.
Hype check
Solid to major if the proofs hold. Only the prime-degree theorem has a Lean proof listed. The quartic and sextic theorems rest on the papers alone, and no specialist review is published.
Words used
- Lattice
- A regular grid of points that repeats in every direction, like the corners of graph paper.
- Totally real field
- A number system built from a root of a whole-number equation whose mirror copies are all real numbers.
- Discriminant
- A whole number that measures how large and intricate a number system is.
- Order
- A ring of whole numbers inside a number field; the largest one is the ring of integers.
- Ideal class
- A family of sub-grids of a number system that count as the same up to rescaling by the system's numbers.
- Torus packet
- All the closed doughnut-shaped orbits that a field's ideal classes give, with sign flips, weighted by volume.
- Haar measure
- The natural uniform way to measure regions in the space of all grids of area or volume one.
- Primitive field
- A number field with no number system strictly between the ordinary fractions and the field itself.
The original papers (3)
- Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type (PDF, opens in a new tab) September 24, 2026
- Equidistribution of primitive quartic torus packets for arbitrary orders (PDF, opens in a new tab) October 5, 2026
- Equidistribution of Primitive Sextic Torus Packets (PDF, opens in a new tab) October 5, 2026
All quoted lines (14)
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In particular, it holds against every continuous compactly supported function, and no mass escapes into the cusp.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text -
Theorem … treats every field and every full-lattice local type in the stated prime degrees.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text -
The proof follows the counting-to-rigidity strategy of Einsiedler–Lindenstrauss–Michel–Venkatesh: packet averages of lattice-vector counts control the cusp and small ordinary balls, and these bounds feed into positive-entropy rigidity.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text -
In prime degree, the positive-entropy classification gives Haar measure directly.
Equidistribution of Primitive Sextic Torus Packets Back to text -
Stark's exceptional-zero descent, together with Shiu's theorem in Pollack's uniform formulation, supplies the required bounds without a subconvexity hypothesis.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text -
The theorem therefore includes all these presentations of the maximal-order specialization, as well as arbitrary noninvertible modules over nonmaximal orders.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text -
In degree six there are proper block subgroups containing the full diagonal group whose closed orbits can carry finite invariant measures.
Equidistribution of Primitive Sextic Torus Packets Back to text -
The present argument must establish tightness and positive entropy in almost every diagonal-ergodic component for arbitrary orders, and then exclude the proper homogeneous limits allowed in degree four.
Equidistribution of primitive quartic torus packets for arbitrary orders Back to text -
A quartic field is primitive if it has no field strictly between and .
Equidistribution of primitive quartic torus packets for arbitrary orders Back to text -
For the arithmetic lattices in our packets, Section … places the products in the three embeddings of a cubic resolvent field .
Equidistribution of primitive quartic torus packets for arbitrary orders Back to text -
The main additional argument concerns conditional measures that retain information at growing, but separated, resolutions.
Equidistribution of Primitive Sextic Torus Packets Back to text -
We prove this for the complete packets attached to invertible ideals of every order in a primitive totally real quartic field.
Equidistribution of primitive quartic torus packets for arbitrary orders Back to text -
We prove that the complete ideal-class packets of maximal orders in totally real sextic fields with no proper intermediate fields become equidistributed, with no escape of mass, in the space of unimodular lattices as their field discriminants tend to infinity.
Equidistribution of Primitive Sextic Torus Packets Back to text -
The statement is separate for each local homothety type; it makes no assertion about an individual orbit, a convergence rate, or composite degrees.
Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type Back to text
Other sources
- W. Duke, “Hyperbolic distribution problems and half-integral weight Maass forms”, Inventiones Mathematicae 92 (1988), 73–90
- M. Einsiedler, E. Lindenstrauss, Ph. Michel and A. Venkatesh, “Distribution of periodic torus orbits and Duke's theorem for cubic fields”, Annals of Mathematics 173 (2011), 815–885
- R. J. Lemke Oliver, J. Thorner and A. Zaman, “An approximate form of Artin's holomorphy conjecture and non-vanishing of Artin L-functions”, Inventiones Mathematicae 235 (2024), 893–971
- H. M. Stark, “Some effective cases of the Brauer–Siegel theorem”, Inventiones Mathematicae 23 (1974), 135–152
- OpenAI, “Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type” (24 September 2026)
It gives an unconditional affirmative answer to this packet form of the higher-dimensional Duke problem, including sequences in a fixed field with increasing order index.
- OpenAI, “Equidistribution of primitive quartic torus packets for arbitrary orders” (5 October 2026)
In particular, the field may remain fixed while the order index tends to infinity.
- OpenAI, “Equidistribution of Primitive Sextic Torus Packets” (5 October 2026)
The second task is particularly important in composite degree