Alphabeta Math
Pipeline-generated
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Kronecker Coefficients and Internal Products — Examples

1 · Prerequisites

2 · Summary

Objective. This companion computes the complete internal product table for S3, fixes the exact domain on which a padded family exists, and exhibits the first boundary at which eventual constancy fails to be immediacy. All three items are read through the definitions and theorems of kronecker-coefficients-and-internal-products; none of them is presented as a general rule.

The first item is the complete internal product table for S3 (The complete internal product table for S_3): the characters of S(3), S(2,1) and S(1,1,1) are recomputed from the Frobenius dictionary rather than imported from another examples page, and the three-character formula gives S(2,1)⊗S(2,1)≅S(3)⊕S(2,1)⊕S(1,1,1) with all other entries trivial. The second item is the padding threshold (First-row padding below the threshold is undefined): for α=(2,1) the padded sequence is a partition exactly from n≥5 on, so the padded family, and with it any padded Kronecker coefficient with this shape, is undefined below that size.

The third item is the pre-stability failure (Row padding need not preserve a Kronecker coefficient before stability), Pak–Panova's Example 4.4 recomputed from the character tables of S4 and S5: g((2,2),(2,2),(3,1))=0 while g((2+t,2),(2+t,2),(3+t,1))=1 for every t≥1. The separation hypothesis of the row-gap theorem fails at t=0, which is exactly why the padded sequence can jump at its first step; once the rows are separated, the theorem forces the value 1 forever.

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

ExampleConstruction: Literature-sourcedVerification: AI-adaptedjudge pass (gpt-6.1-sol)Open item page →

The complete internal product table for S_3

Example

For S3 the three irreducible complex representations are S(3) (the trivial representation, dimension 1), S(2,1) (the standard representation, dimension 2) and S(1,1,1) (the sign representation, dimension 1). Their characters on the three conjugacy classes, indexed by cycle type in the order (13),(2,1),(3), are

representation(13)(2,1)(3)
S(3)111
S(2,1)20−1
S(1,1,1)1−11

The complete internal (Kronecker) product table is therefore S(3)⊗X≅Xfor every irreducible X, S(2,1)⊗S(2,1)≅S(3)⊕S(2,1)⊕S(1,1,1),S(2,1)⊗S(1,1,1)≅S(2,1),S(1,1,1)⊗S(1,1,1)≅S(3). Equivalently, all Kronecker coefficients g(λ,μ,ν) with λ,μ,ν⊢3 are 0 or 1, and the table is invariant under all permutations of the three arguments. The character table is recomputed here from the Frobenius dictionary rather than imported from an examples page.

Facts & Assumptions

Given: The partitions of 3: (3), (2,1), (13) (Partitions, English diagrams, and conjugation); the class-function inner product ⟨φ,ψ⟩=16∑σ∈S3φ(σ)ψ(σ)‾; and the cycle-type data z(13)=6, z(2,1)=2, z(3)=3, so the three conjugacy classes have sizes 6/z=1,3,2 respectively (The conjugacy classes of Sn are indexed by the tuples (c1,…,cn) with ∑kck=n, If σ∈Sn has ck cycles of length k, then ∣CSn(σ)∣=∏k=1nkckck!).

[F1]

ch⁡(χλ)=sλ for every λ⊢n, and ch⁡(f)=∑ρ⊢nf(ρ)pρ/zρ (The characteristic of a Specht character is a Schur function, The Frobenius characteristic map).

[F2]

For partitions ρ and λ of the same integer, hλ=∑ρN(λ,ρ)pρ/zρ in ΛQ, in particular h1=p1, h2=12p12+12p2 and h3=16p13+12p1p2+13p3 (Complete homogeneous functions expand in power sums with cycle-distribution coefficients).

[F3]

The family {pρ/zρ:ρ⊢n} is a Q-basis of ΛQn, so coefficients in that basis are unique (Power sums form a rational but not integral stable basis).

[F4]

g(λ,μ,ν)=16∑σ∈S3χλ(σ)χμ(σ)χν(σ) (The Kronecker coefficient is a three-character inner product), and g is symmetric in the three arguments (Kronecker coefficients are nonnegative integers with full S_3 and conjugation symmetries).

[F5]

The tabloid module Mμ is the permutation representation on the μ-tabloids (Young subgroups, tabloids, and permutation modules), and Young's rule gives Mμ≅⨁λ⊢3(Sλ)⊕Kλμ, so the Young permutation character is φμ=∑λKλμχλ by additivity of characters (Young's rule for complex permutation modules, Characters add on direct sums, multiply on tensor products, and conjugate on duals); in particular φ(3)=χ(3) and φ(2,1)=χ(3)+χ(2,1) because content (2,1) consists of two 1's and one 2: its only semistandard shapes are (3) and (2,1), with a unique filling for each. A three-cell column is impossible (Semistandard tableaux and Kostka numbers).

[F6]

ch⁡(φμ)=hμ for every μ⊢3 (The characteristic of a Young permutation character is complete homogeneous).

[F7]

sλ=det⁡(hλi−i+j) for every partition λ, so s(3)=h3 (Jacobi–Trudi and dual Jacobi–Trudi identities).

[F8]

The sign representation is one-dimensional with sgn⁡(σ)=(−1)3−c(σ), where c(σ) is the number of cycles of σ counted with fixed points; the sign twist of S(3) is S(1,1,1) (Sign twist corresponds to the omega involution); hence, once step 1.1 identifies S(3) as trivial, χ(1,1,1) has values 1,−1,1 on (13),(2,1),(3) (The sign representation of Sn and the restriction Res⁡HG(V) of a representation to a subgroup, A k-cycle has sign (−1)k−1, and sgn⁡(σ)=(−1)n−c(σ) when fixed points are counted as cycles).

Verification

technique · direct
1.1F1F2F3F7

Character of S(3): by [F7] s(3)=h3, and [F2] expands h3=16p13+12p1p2+13p3 in the basis {pρ/zρ}. By [F1] the coefficient of pρ/zρ in s(3)=ch⁡(χ(3)) is χ(3)(ρ), so uniqueness [F3] gives the values χ(3)(13)=1, χ(3)(2,1)=1, χ(3)(3)=1.

1.2F1F2F3F5F6algebra

Character of S(2,1): the Young permutation character of the tabloid module M(2,1) has characteristic ch⁡(φ(2,1))=h2h1 by [F6], and φ(2,1)=χ(3)+χ(2,1) by Young's rule [F5]. Applying [F1] therefore gives ch⁡(χ(2,1))=h2h1−h3; by the expansions [F2], h2h1−h3=(12p12+12p2)p1−(16p13+12p1p2+13p3)=13p13−13p3. By [F1] and uniqueness [F3], the values are χ(2,1)(13)=6⋅13=2, χ(2,1)(2,1)=0 and χ(2,1)(3)=3⋅(−13)=−1.

2.1F1F8step 1.1

Character of S(1,1,1): step 1.1 gives the trivial character of S(3), so by [F8] the sign character has values 1,−1,1 on (13),(2,1),(3), so its characteristic is ch⁡(χ(1,1,1))=16p13−12p1p2+13p3 by [F1]; this is consistent with ch⁡(χ(1,1,1))=s(1,1,1)=e3 from [F1].

3.1F4step 1.1step 2.1step 1.2algebra

Triple products. Write T=(3), V=(2,1) and E=(13). Their character rows from steps 1.1, 1.2 and 2.1 are (1,1,1), (2,0,−1) and (1,−1,1) on classes of sizes 1,3,2. Formula [F4] gives g(T,T,T)=(1+3+2)/6=1, g(T,E,E)=(1+3+2)/6=1, g(T,V,V)=g(E,V,V)=(4+0+2)/6=1 and g(V,V,V)=(8+0−2)/6=1. The other unordered triples give g(T,T,E)=g(E,E,E)=(1−3+2)/6=0 and g(T,T,V)=g(T,E,V)=g(E,E,V)=(2+0−2)/6=0. These are all ten unordered triples; [F4] supplies every ordering.

4.1F4step 3.1∎

Since the multiplicity of Sν in Sλ⊗Sμ is g(λ,μ,ν), step 3.1 gives exactly the displayed table: S(2,1)⊗S(2,1)≅S(3)⊕S(2,1)⊕S(1,1,1), S(2,1)⊗S(1,1,1)≅S(2,1), S(1,1,1)⊗S(1,1,1)≅S(3) and S(3)⊗X≅X for every irreducible X. All coefficients are 0 or 1, and the table equals each of its permutations by [F4].

Remarks

  • The example gives the complete internal product table for S3 and exhibits the multiplicities of the tensor square of the standard representation, which decomposes as the direct sum of all three irreducibles.

  • The three characters were recomputed from the Frobenius dictionary rather than cited from a character table on another page, and the count of elements in each class used 1,3,2=6/zρ.

CounterexampleConstruction: Literature-sourcedVerification: AI-adaptedOpen item page →

First-row padding below the threshold is undefined

Statement refuted

Refuted claim: for every partition α and every integer n≥∣α∣ the displayed sequence (n−∣α∣,α1,α2,… ) is a partition of n, so that the padded family and the padded Kronecker coefficient gn(α,β,γ) would be defined as soon as the size condition n≥∣α∣ holds (First-row padding of a partition).

The witness is α=(2,1), of size ∣α∣=3 and first part α1=2. For n=3 and n=4 the size condition n≥∣α∣ holds, but the displayed sequences are (3−∣α∣,2,1)=(0,2,1),(4−∣α∣,2,1)=(1,2,1), and neither is a partition: the first has a nonpositive leading entry, and the second is not weakly decreasing. Only from the threshold ∣α∣+α1=3+2=5 on does the family become a family of partitions, starting with α[5]=(2,2,1). Hence the padded sequence is undefined below the threshold, and for this shape the stable family begins at n=5.

Facts & Assumptions

Given: The partition α=(2,1) and the integers n=3,4,5 (Partitions, English diagrams, and conjugation).

[F1]

Read ∣∅∣=∅1=0. For a partition α and an integer n≥∣α∣+α1 one sets α[n]=(n−∣α∣,α1,α2,… ), except that ∅[0]=∅; this padding is a partition of n. Below the threshold α[n] is undefined (First-row padding of a partition).

[F2]

A partition of n is a finite weakly decreasing sequence of positive integers with sum n; trailing zeros are not parts, so a displayed sequence that is not weakly decreasing, or that contains a nonpositive entry, is not a partition (Partitions, English diagrams, and conjugation).

[F3]

α=(2,1) has ∣α∣=2+1=3 and α1=2, so its padding threshold is ∣α∣+α1=5. [F1, given]

[F4]

The size-indexed padded coefficient gn(α,β,γ)=g(α[n],β[n],γ[n]) is defined exactly for n≥max⁡{∣α∣+α1,∣β∣+β1,∣γ∣+γ1}; below this common threshold it is undefined (Padded Kronecker coefficient sequences).

Counterexample

technique · direct
1.1F2F3given

For n=3 the displayed sequence is (3−3,2,1)=(0,2,1). Its leading entry 0 is not a positive integer and 0<2 shows that the sequence is not weakly decreasing, so by [F2] it is not a partition of 3, although 3=∣α∣ and hence n≥∣α∣ holds.

1.2F2F3given

For n=4 the displayed sequence is (4−3,2,1)=(1,2,1). Its entries are positive and sum to 4, but 1<2, so it is not weakly decreasing and by [F2] it is not a partition of 4, although 4≥∣α∣ holds.

2.1F1F2F3step 1.1step 1.2

For n=5, which is the threshold ∣α∣+α1 computed in [F3], the displayed sequence is (5−3,2,1)=(2,2,1): the entries are positive, weakly decreasing and sum to 5, so it is a partition of 5. By [F1] the padding α[5]=(2,2,1) is defined, and by step 1.1 and step 1.2 it is the first member of the family; the threshold is therefore exact.

3.1step 1.1step 1.2step 2.1F1F4∎

Consequently the refuted claim fails at n=3 and n=4: the size condition n≥∣α∣ is not enough, and the padded family of α=(2,1) is a family of partitions only from n=5 on. Any padded Kronecker coefficient gn(α,β,γ) with α=(2,1) and n<5 is likewise undefined, because one of its three entries is not a partition.

Remarks

  • The failed threshold ∣α∣ is exactly weaker than the true one ∣α∣+α1; the extra term α1 is what keeps the padded partition weakly decreasing, since the new first part n−∣α∣ must be at least the old first part α1.

  • The example also shows why the size-indexed padded Kronecker coefficients of Padded Kronecker coefficient sequences are defined only from the maximum of the three thresholds: a single unpadded entry makes the whole expression undefined.

CounterexampleConstruction: Literature-sourcedVerification: AI-adaptedjudge pass (gpt-6.1-sol)Open item page →

Row padding need not preserve a Kronecker coefficient before stability

Statement refuted

Refuted claim: adding tk to the first k rows of the first two arguments and tk to the first part of the third preserves the Kronecker coefficient for every t≥0 as soon as the three first parts are ordered λ1+t≤μ1+t≤ν1+tk (Row-gap reduction and conditional k-stability of Kronecker coefficients).

The witness is λ=μ=(2,2), ν=(3,1), k=1 (n=4, s=n−ν1=1): g((2,2),(2,2),(3,1))=0,g((2+t,2),(2+t,2),(3+t,1))=1  for every t≥1. Thus adding (t) to the first rows does not preserve the coefficient from t=0 on: the row-separation hypothesis of the theorem fails at t=0, since min⁡{λ1,μ1}=2<3=max⁡{λ2,μ2}+(n−ν1). Eventual constancy is not immediacy.

Facts & Assumptions

Given: The partitions λ=μ=(2,2) and ν=(3,1) of n=4, with k=1 and s=1; the shifted triples λ+(t),μ+(t),ν+(t) of n+t (First-row padding of a partition); the conjugacy classes of S4 and S5 with sizes 1,6,3,8,6 on (14),(2,12),(22),(3,1),(4) and 1,10,15,20,20,30,24 on (15),(2,13),(22,1),(3,12),(3,2),(4,1),(5).

[F1]

For ρ,σ,τ⊢m, g(ρ,σ,τ)=1m!∑υ∈Smχρ(υ)χσ(υ)χτ(υ) (The Kronecker coefficient is a three-character inner product).

[F2]

Cycle type indexes the conjugacy class, and the class of cycle type υ has size m!/zυ with zυ=∏iimi(υ)mi(υ)! (The conjugacy classes of Sn are indexed by the tuples (c1,…,cn) with ∑kck=n, If σ∈Sn has ck cycles of length k, then ∣CSn(σ)∣=∏k=1nkckck!).

[F3]

Mρ is the permutation module on the ρ-tabloids; its character is χMρ(υ)=#{ρ-tabloids fixed by υ}, and Young's rule Mρ=⨁λKλρSλ gives the irreducible multiplicities (Young subgroups, tabloids, and permutation modules, Young's rule for complex permutation modules, Characters add on direct sums, multiply on tensor products, and conjugate on duals).

[F5]

Kostka numbers count fillings with prescribed content, weak rows and strict columns (Semistandard tableaux and Kostka numbers).

Counterexample

technique · direct
1.1F2F3F5algebra

(S4 characters.) For m=4,5 and content (m−j,j) with j=1,2, entries are 1,2. Strict columns force at most two rows, and every lower-row entry is 2, so the possible shapes are (m−a,a) with 0≤a≤j. For each such shape, the lower row is 2a and the top row is 1m−j2j−a; it is semistandard since a≤j≤m−j. Thus each of these Kostka numbers is 1 and all others vanish by [F5]. Also M(m) is trivial and its sole Specht constituent is S(m) by [F3]. For ρ=(3,1) the tabloids are the ordered (3,1)-set pairs of [4], equivalently the 3-subsets, and a 3-subset is fixed by υ exactly when its complementary point is fixed; hence χM(3,1)=(4,2,0,1,0) on the five classes in the order of the Given. Subtracting the trivial character and using [F3] gives χ(3,1)=(3,1,−1,0,−1), whose norm 124[9+6+3+0+6]=1 confirms it is the standard character. For ρ=(2,2) the tabloids are the ordered pairs (A,Ac) of 2-subsets, so χM(2,2)(υ)=#{A:∣A∣=2, υA=A}, giving (6,2,2,0,0); by [F3] χ(2,2)=χM(2,2)−χ(4)−χ(3,1)=(2,0,2,−1,0), with norm 124[4+0+12+8+0]=1.

2.1F2F3step 1.1algebra

(S5 characters.) The tabloids of shape (3,2) are the 3-subsets of [5], and a 3-subset is invariant precisely when it is a union of cycles; counting over the seven classes gives χM(3,2)=(10,4,2,1,1,0,0). The tabloids of shape (4,1) are the 4-subsets, whose complements are points, so χM(4,1)(υ)=#fix(υ)=(5,3,1,2,0,1,0) and χ(4,1)=(4,2,0,1,−1,0,−1). Subtracting the two characters already found from χM(3,2) by [F3] gives χ(3,2)=(10,4,2,1,1,0,0)−(1,1,1,1,1,1,1)−(4,2,0,1,−1,0,−1)=(5,1,1,−1,1,−1,0), of norm 1120[25+10+15+20+20+30+0]=1.

2.2F1F2step 1.1algebra

(t=0.) Applying [F1] with m=4 and the class sizes of [F2] gives g((2,2),(2,2),(3,1))=124(1⋅22⋅3+6⋅02⋅1+3⋅22⋅(−1)+8⋅(−1)2⋅0+6⋅02⋅(−1))=12−1224=0.

3.1F1F2step 2.1algebra

(t=1.) Applying [F1] with m=5 and the class sizes of [F2] gives g((3,2),(3,2),(4,1))=1120(1⋅52⋅4+10⋅12⋅2+15⋅12⋅0+20⋅12⋅1+20⋅12⋅(−1)+30⋅(−1)2⋅0+24⋅02⋅(−1))=100+20+20−20120=120120=1.

4.1F4step 3.1

(All t≥1.) The triple ((3,2),(3,2),(4,1)) satisfies the hypotheses of [F4] with k=1: 3=λ1≤μ1=3≤ν1=4 and min⁡{3,3}=3≥max⁡{2,2}+(5−4)=3. Hence g((3+u,2),(3+u,2),(4+u,1))=g((3,2),(3,2),(4,1))=1 for every u≥0, and substituting u=t−1 gives g((2+t,2),(2+t,2),(3+t,1))=1 for every t≥1.

5.1step 2.2step 4.1F4∎

Consequently t↦g((2+t,2),(2+t,2),(3+t,1)) takes the value 0 at t=0 and the value 1 for every t≥1: the padded family is not constant from t=0 on, and the separation hypothesis of [F4] is exactly what fails at t=0.

Remarks

  • The example is Pak-Panova's Example 4.4, recomputed here from the character tables of S4 and S5 rather than cited. Together with Row-gap reduction and conditional k-stability of Kronecker coefficients it shows that eventual constancy is not immediate constancy: the padded coefficient can jump at the first value of t for which the rows k and k+1 are separated.

  • The all-t conclusion in step 4.1 uses the proved row-gap theorem at the separated t=1 triple; its proof supplies the single-cut Littlewood–Richardson/Jacobi–Trudi argument locally. The t=0 and t=1 values remain independent finite character computations.

Sources