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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.

6 results · all verified · 4 also independently AI-judged
Every result on this page is machine-checked by a proof checker and read in full and owner-audited; the judge is an additional, independent cross-model AI review of the proofs. The 2 not AI-judged were verified by owner audit (typically over a confirmed judge false positive), not failures.

Leaf Reducibility and Wonderful Families

1 · Prerequisites

2 · Summary

This page picks up the Huang-Ju-Zhou Section 2 route exactly where the published leaf-reducible material stops. The already-published prerequisite page supplies the leaf-reducible definition and the iterative restriction lemmas; the present page adds the wonderfulness condition, the mixed-block auxiliary graph, and the obstruction-lifting steps that turn a large homogeneous set in that auxiliary graph into a restricted induced subgraph of the ambient graph.

The source text around Lemma 2.1 leaves two seams that matter mathematically: the star-subdivision branch is written with the containment direction reversed, and the special-vertex branch is only justified for the adjacent-pair route that the Bird witness actually uses. The authored items keep those seams explicit and prove the corrected form directly, so the final E and Bird wonderfulness claims rest on the written proof rather than on an unrecorded source repair.

3 · Logical flowchart

4 · Definitions, theorems and proofs

DefinitionDefinition: AI-adaptedProof: Not applicablejudge pass (gpt-5.6-terra)audited 2026-09-01Open item page →

Wonderful finite graph families

Definition

Let F be a finite family of finite graphs, and write

F:={H:HF}

for its family of complements (Graph isomorphisms, automorphisms and graph complements).

We say that F is wonderful if there exists a real constant a6 such that the following holds for every y(0,12) and every F-free graph G (H-free and F-free graphs under the induced-subgraph convention).

Suppose that B=(B1,,B) is an (,w)-blockade in G (Blockades, their length, their width, and their support) with ya, that all blocks have the same size, that every block Bi is anticonnected (Anticonnected graphs and anticonnected components), and that for every distinct i,j[] either

Then at least one of the following conclusions holds:

  1. G has a y4-restricted induced subgraph of size at least w (c-sparse, c-dense and c-restricted vertex sets).
  2. There exists i[] such that at most yV(G) vertices vV(G)V(B) satisfy 0<NG(v)Bi<12Bi.

This item fixes the symmetric reading of the source phrase "complete or ya-sparse" that the later proof actually uses: when a pair of blocks is not complete, each block is sparse to the other.

LemmaStatement: AI-adaptedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01Open item page →

A vertex mixed on an anticonnected set yields opposite adjacency on a nonedge

Statement

Let G be a finite graph, let AV(G) be anticonnected, and let vV(G)A be mixed on A. Then there exist distinct vertices b,bA such that

bbE(G),vbE(G),vbE(G).

Facts & Assumptions

Given: A finite graph G, an anticonnected set AV(G), and a vertex vV(G)A that is mixed on A.

[L1]

A set is anticonnected exactly when the induced subgraph on that set is connected in the complement graph (Anticonnected graphs and anticonnected components).

[L2]

Because v is mixed on A, it has at least one neighbour and at least one nonneighbour in A (Edges between disjoint vertex sets; complete, anticomplete, pure and mixed pairs).

Proof

technique · direct
1.1

By [L2], choose p,qA with vpE(G) and vqE(G). Since A is anticonnected, [L1] gives a path p=x0,x1,,xm=q in the complement graph G[A].

L1L2givenchoose
2.1

Along that path, the truth value of "vxiE(G)" changes from true at i=0 to false at i=m. Hence there exists k<m such that vxkE(G) and vxk+1E(G).

step 1.1choose
3.1

Because xkxk+1 is an edge of G[A], it is a nonedge of G. Therefore b:=xk and b:=xk+1 satisfy bbE(G), vbE(G), and vbE(G), which is the conclusion.

step 2.1L1algebra
LemmaStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-09-01Open item page →

Mixed anticonnected blocks lift pattern obstructions to the ambient graph

Statement

Let G be a finite graph, let vV(G), and let B1,,BsV(G){v} be pairwise disjoint nonempty sets. Assume:

  1. each Bi is anticonnected;
  2. 0<NG(v)Bi<12Bi for each i[s]; and
  3. for all distinct i,j[s], either Bi is complete to Bj, or both Bi is η-sparse to Bj and Bj is η-sparse to Bi for some real η0.

Let J be the graph on vertex set [s] defined by

ijE(J)Bi is complete to Bj.

Then:

  1. if X[s] is a clique of size t in J, then G contains an induced copy of the complement of the 1-subdivision of K1,t;
  2. if F is a graph on vertex set [q] with qs and (q1)η<1, and if J[{1,,q}]=F, then G contains an induced copy of F with the vertex i realized inside Bi for every i[q];
  3. if H is a graph on vertex set [q] with qs, with distinguished vertices 1,2 satisfying 12E(H) and (q1)η<12, and if J[{1,,q}]=H, then G contains an induced copy of H+.

Facts & Assumptions

Given: The graph G, the outside vertex v, the disjoint sets B1,,Bs, the parameter η, and the auxiliary graph J from the Statement.

[L1]

If Bi is anticonnected and 0<NG(v)Bi<Bi, then v is mixed on Bi, so there exist nonadjacent bi,biBi such that vbiE(G) and vbiE(G) (A vertex mixed on an anticonnected set yields opposite adjacency on a nonedge).

[L2]

A complete pair has all cross-edges, while a mixed pair is neither complete nor anticomplete (Edges between disjoint vertex sets; complete, anticomplete, pure and mixed pairs).

[L3]

If Bi is η-sparse to Bj, then every vertex of Bi has at most ηBj neighbours in Bj (Sparsity of one vertex set to another, and weak sparsity of a pair).

[L4]

For adjacent distinguished vertices 1,2 of H, the graph H+ is obtained by adjoining a new vertex adjacent exactly to 1 and 2 (The graphs H+ and H for two distinguished vertices).

Proof

technique · direct constructive lifting
1.1

For each i[s], apply [L1] to choose nonadjacent vertices bi,biBi with vbiE(G) and vbiE(G).

L1givenchoose
1.2

Now assume J[{1,,q}]=F and (q1)η<1. Choose x1B1 arbitrarily. Suppose x1,,xj1 have been chosen with 2jq, so that for all 1i<k<j one has xixkE(G) if and only if ikE(F).

givenconstruct
1.3

Assume instead that J[{1,,q}]=H, that 12E(H), and that (q1)η<12. Because 0<NG(v)Bi for i=1,2, choose x1B1 and x2B2 adjacent to v. Since 12E(H)=E(J[{1,,q}]), the pair (B1,B2) is complete, so x1x2E(G). Suppose now that x1,,xj1 have been chosen with 3jq so that vx1,vx2E(G), vxiE(G) for 3i<j, and xixkE(G) if and only if ikE(H) for all 1i<k<j.

givenchoose
2.1

Let X={i1,,it} be a clique in J. By definition of J, the pairs (Bir,Biu) are complete for all ru, so every vertex chosen from one selected block is adjacent to every vertex chosen from another selected block. Together with step 1.1, this shows that on the vertex set {v,bi1,bi1,,bit,bit} the only nonedges are vbir and birbir for r[t]. That is exactly the nonedge pattern of the complement of the 1-subdivision of K1,t, with v as the complemented center, bir as the subdivision vertex, and bir as the corresponding leaf.

step 1.1L2construct
2.2

For each i<j with ijE(F)=E(J[{1,,q}]), the pair (Bi,Bj) is not complete, so hypothesis 3 and [L3] imply that xi has at most ηBj neighbours in Bj. Therefore at most (j1)ηBj vertices of Bj violate one of the required nonadjacency conditions to the previously chosen vertices. Since (q1)η<1 and j1q1, some vertex xjBj avoids all those forbidden sets. For such a choice, every required edge holds automatically because whenever ijE(F)=E(J) the pair (Bi,Bj) is complete.

step 1.2L2L3choose
3.1

By induction on j, steps 1.2 and 2.2 produce vertices x1,,xq with xixjE(G) if and only if ijE(F) for all distinct i,j[q]. Hence G[{x1,,xq}] is an induced copy of F. This proves assertion 2.

step 1.2step 2.2induction
4.1

For j3, hypothesis 2 gives fewer than 12Bj neighbours of v in Bj, so more than 12Bj vertices of Bj are nonadjacent to v. As in step 2.2, the nonedge requirements to the previously chosen xi exclude at most (j1)ηBj<(q1)ηBj<12Bj further vertices. Hence some xjBj is simultaneously nonadjacent to v and satisfies xixjE(G) if and only if ijE(H) for every i<j. Inducting on j produces vertices x1,,xq such that the old vertices induce H, the new vertex v is adjacent exactly to x1 and x2, and therefore G[{v,x1,,xq}] is an induced copy of H+ by [L4]. This proves assertion 3.

step 1.3L3L4discharge-construct
LemmaStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-09-01Open item page →

The auxiliary pattern then has a polynomial-size clique or stable set

Statement

Let F be a finite family of finite graphs. Assume one of the following.

  1. There exist FF and an integer t1 such that F is an induced subgraph of the 1-subdivision of K1,t.
  2. There exist a graph H on vertex set [q] with 12E(H), with distinguished vertices 1,2, such that {H}F has the Erdős-Hajnal property and H+ is not F-free. Let m be the maximum order of a graph in {H}F.

Then there exists c(0,1), depending only on t in condition 1 and only on {H}F in condition 2, with the following property.

Let aR, let y(0,12), let G be a F-free graph, and let s be a positive integer. Let B1,,BsV(G) and vV(G)i=1sBi satisfy the hypotheses of Mixed anticonnected blocks lift pattern obstructions to the ambient graph with η:=ya, and let J be the corresponding auxiliary graph on [s]. In condition 2, assume also that am.

Then J has a clique or a stable set of size at least Jc.

Facts & Assumptions

Given: The finite family F, a chosen applicable obstruction condition, and arbitrary instance data a,y,G,s,v,B1,,Bs,J satisfying the uniform assertion in the Statement.

[L1]

A clique of size t in J lifts to an induced copy of the complement of the 1-subdivision of K1,t in G. After relabelling the indices of an induced copy of a graph F of order r as [r], that copy lifts block-by-block to an induced copy of F in G provided (r1)η<1. If the copied graph is H with 12E(H), then it lifts together with v to an induced copy of H+ provided (q1)η<12 (Mixed anticonnected blocks lift pattern obstructions to the ambient graph).

[L2]

For every integer t1, the class of Kt-free graphs has the Erdős-Hajnal property (For every t1, the class of Kt-free graphs has the Erdős–Hajnal property).

[L3]

If a hereditary class has the Erdős-Hajnal property, then some c>0 satisfies hom(X)V(X)c for every nonempty graph X in that class (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class).

[L4]

The homogeneous number is the maximum of the clique number and the stable set number (Homogeneous vertex sets and the homogeneous number hom(G)=max{ω(G),α(G)}).

Proof

technique · separate the star-subdivision and special-vertex cases
1.1

[assume-case star] Assume condition 1, with F an induced subgraph of the 1-subdivision of K1,t. If J had a clique of size t, then [L1] would give an induced copy of the complement of that 1-subdivision in G. Because complementation preserves induced-subgraph containment, F would then occur as an induced subgraph of G. But FF, contradicting that G is F-free. So J is Kt-free.

L1givencontradiction: if $J$ had a $K_t$
1.2

[assume-case special] Assume condition 2, and write G:={H}F. By the Erdős-Hajnal property of G, [L3] gives an Erdős-Hajnal constant ϵ>0 for G. Put c:=min{ϵ,12}(0,1). Then every nonempty G-free graph X satisfies hom(X)V(X)c.

L3givenalgebra
2.1

[assume-case star] By [L2] and [L3], the class of Kt-free graphs has an Erdős-Hajnal constant ϵ>0. Put c:=min{ϵ,12}(0,1). Since s1, the graph J is nonempty, so applying the bound to the Kt-free graph J from step 1.1 and then using [L4], J has a clique or a stable set of size at least Jc.

step 1.1L2L3L4algebra
2.2

[assume-case special] We claim that J is G-free. If J contained an induced copy of some FF with r:=V(F), then rma, so (r1)ya(r1)2a(r1)2r<1. Relabel the indices of that copy as [r]; [L1] then lifts it to an induced copy of F in G, contradicting that G is F-free. If J contained an induced copy of H, relabel its indices as [q]. Since qma gives (q1)ya<(q1)2a(q1)2q<12, [L1] lifts it to an induced copy of H+ in G. Since H+ is not F-free by hypothesis, that would again contradict the F-freeness of G. Hence J is G-free.

step 1.2L1contradiction: if $J$ contained a forbidden pattern
3.1

[assume-case special] Since s1, applying step 1.2 to the nonempty G-free graph J and then using [L4], we obtain a clique or a stable set in J of size at least Jc.

step 1.2step 2.2L4given
4.1

Steps 2.1 and 3.1 cover the two hypotheses in the Statement. In the star case, c depends only on t; in the special case, it depends only on G={H}F. Thus the chosen c is independent of a,y,G,v, and the blocks, and J has a clique or a stable set of size at least Jc.

step 2.1step 3.1cases-exhaustive
LemmaStatement: AI-adaptedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01Open item page →

A polynomial homogeneous set in the auxiliary pattern yields a y4-restricted union

Statement

Let y(0,12), let c(0,1), and let a5/c+1. Let B=(B1,,B) be a blockade in a finite graph G such that:

  1. ya;
  2. all blocks have the same size;
  3. for every distinct i,j[], either Bi is complete to Bj, or both Bi is ya-sparse to Bj and Bj is ya-sparse to Bi.

Let I[] satisfy Iy, and let J be the graph on I defined by

ijE(J)Bi is complete to Bj.

If J has a clique or stable set RI with R=rIc, then the induced subgraph on

S:=iRBi

is y4-restricted and has at least the common block size of the selected blocks.

Facts & Assumptions

Given: The graph G, the blockade B, the subset I, the auxiliary graph J, and the homogeneous set RI from the Statement.

[L1]

A set is y4-restricted exactly when it is y4-sparse or y4-dense (c-sparse, c-dense and c-restricted vertex sets).

[L2]

If Bi is ya-sparse to Bj, then each vertex of Bi has at most yaBj neighbours in Bj (Sparsity of one vertex set to another, and weak sparsity of a pair).

[L3]

If Bi is complete to Bj, then every vertex of Bi is adjacent to every vertex of Bj (Edges between disjoint vertex sets; complete, anticomplete, pure and mixed pairs).

Proof

Proof technique: estimate the internal and external neighbour counts in the union of the selected equal-size blocks.

1.1

Let m be the common block size. Since Iy, ya, and rIc, we have r1Ic(y)cyc(a1)y5.

givenalgebra
1.2

Now suppose that R is a stable set in J. For any xBiS, the neighbours of x inside its own block contribute fewer than m=r1S vertices. If jR{i}, then ijE(J), so the pairs (Bi,Bj) are mutually ya-sparse and [L2] gives at most yaBj neighbours of x in Bj. Summing over all other selected blocks, x has at most r1S+yajR{i}Bj(r1+ya)S neighbours in S.

L2givenalgebra
2.1

First suppose that R is a clique in J. Then [L3] makes every two distinct selected blocks complete. For any xBiS, the only possible nonneighbours of x inside S lie in Bi, so x has fewer than m=r1S nonneighbours in S. Step 1.1 gives r1Sy5Sy4S, so S is y4-dense and hence y4-restricted by [L1].

step 1.1L1L3
2.2

Since a5/c+1 and y<12, step 1.1 yields r1+yay5+yay5+y5y4. Hence every vertex of S has at most y4S neighbours inside S, so S is y4-sparse and therefore y4-restricted by [L1].

step 1.1step 1.2L1algebra
3.1

Steps 2.1 and 2.2 show that whether R is a clique or a stable set, the union S is y4-restricted. Also S=rmm, so S has at least the common block size.

step 2.1step 2.2
LemmaStatement: AI-adaptedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01Open item page →

Star and special-vertex obstructions force wonderfulness

Statement

Let F be a finite family of finite graphs. Assume one of the following.

  1. There exist FF and an integer t1 such that F is an induced subgraph of the 1-subdivision of K1,t.
  2. There exist a graph H on vertex set [q] with 12E(H), with distinguished vertices 1,2, such that {H}F has the Erdős-Hajnal property and H+ is not F-free.

Then F is wonderful.

Facts & Assumptions

Given: A finite family F satisfying one of the two hypotheses in the Statement.

[L1]

To prove that F is wonderful, it suffices to exhibit a constant a6 with the two-outcome property recorded in the definition of wonderfulness (Wonderful finite graph families).

[L2]

Under either obstruction hypothesis, the auxiliary graph on the blocks with 0<NG(v)Bi<12Bi for a fixed outside vertex has a clique or stable set of size at least a positive power of its order (The auxiliary pattern then has a polynomial-size clique or stable set).

[L3]

A polynomial-size clique or stable set in that auxiliary graph yields a y4-restricted union of whole blocks (A polynomial homogeneous set in the auxiliary pattern yields a y4-restricted union).

Proof

technique · follow the source route through the auxiliary graph, but keep the counting and obstruction lifts explicit
1.1

Choose a0:=1 in case 1. In case 2, let a0 be the maximum order of a graph in {H}F. By [L2], fix a constant c(0,1) suitable for the corresponding obstruction hypothesis, and then choose amax{6,a0,5/c+1}.

L2givenchoose
1.2

Let y(0,12), let G be a F-free graph, and let B=(B1,,B) be an (,w)-blockade satisfying the hypotheses from [L1] for the constant a. For each outside vertex xV(G)V(B), define I(x):={i[]:0<NG(x)Bi<12Bi}. Suppose first that I(x)y for every such x. Then the number of pairs (x,i) with xV(G)V(B) and iI(x) is at most yV(G)V(B)yV(G). Averaging over the indices, some i[] is contained in at most yV(G) of the sets I(x). That is exactly the second conclusion from [L1].

L1givenalgebra
2.1

It remains to consider the opposite case. Choose vV(G)V(B) with I(v)y. Let ρ:[s]I(v) be the increasing bijection, where s=I(v), put Cj:=Bρ(j), and form the auxiliary graph J on [s] by ijE(J) if and only if Ci is complete to Cj. The reordered family of blocks still has equal size, still satisfies sy, and still satisfies the pairwise complete-or-mutually-ya-sparse hypothesis. Therefore [L2] applies and gives a clique or stable set R[s] with Rsc.

step 1.1L2choose
3.1

Put R:=ρ(R)I(v). In the auxiliary graph on the original index set I(v), the set R is a clique or stable set with R=RI(v)c. The original blockade B has length ya, the subset I(v) has size at least y, and a5/c+1. Thus [L3] applies to B, I(v), and R. It follows that iRBi induces a y4-restricted subgraph of G whose size is at least the common block size, and therefore at least the width w of B. This is the first conclusion from [L1].

step 1.1step 2.1L1L3
4.1

Step 1.2 gives the second wonderfulness outcome when no outside vertex belongs to many index sets I(x), and step 3.1 gives the first outcome otherwise. Thus the constant a from step 1.1 satisfies [L1], so F is wonderful.

L1step 1.2step 3.1
LemmaStatement: Literature-sourcedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01 rests on unproved material (inherited)Open item page →
Rests on 3 statements not proved in this library, by way of the results it cites. This item cites no such statement directly; it depends on results that do. The unproved premises it inherits are Strong Perfect Graph Theorem, Substituting perfect graphs preserves perfection and Weak Perfect Graph Theorem. Each is recorded with a citation to the literature and is not established here, because the track that would prove it has not yet been developed in this library. Everything else in this proof is proved here.

The E-graph and the Bird graph are wonderful

Statement

The singleton families {E} and {Bird} are wonderful. Equivalently, the E-graph and the Bird graph are wonderful.

Facts & Assumptions

Given: The E-graph, the Bird graph, and the wonderfulness criterion.

[L1]

A finite family is wonderful if it satisfies either the star-subdivision obstruction or the special-vertex obstruction from the previous criterion (Star and special-vertex obstructions force wonderfulness).

[L2]

Every graph on at most five vertices has the Erdős-Hajnal property (Every graph on at most five vertices has the Erdős-Hajnal property).

[L4]

The Bird graph and co-Bird are complements of one another, and H+ is the graph obtained by adding a new vertex adjacent exactly to the two distinguished vertices (The Bird graph and co-Bird, The graphs H+ and H for two distinguished vertices).

[A1]

Let H be the graph on vertices v1,,v6 with edge set

{v1v2,v1v3,v1v5,v1v6,v2v3,v2v4,v2v5,v3v5,v4v5,v4v6}.

Its distinguished vertices are v1 and v2.

Proof

technique · verify the two criterion inputs explicitly
1.1

For the E-graph, take the 1-subdivision of K1,3 with center c, subdivision vertices s1,s2,s3, and leaves t1,t2,t3. On the six-vertex subset {t1,s1,c,s2,t2,s3}, the induced edges are t1s1, s1c, cs2, s2t2, and cs3, which is exactly the edge set of the E-graph from The E-graph and co-E. Thus E is an induced subgraph of the 1-subdivision of K1,3, so [L1] makes {E} wonderful.

L1givenconstruct
1.2

In the graph H from [A1], the vertices v2 and v5 are adjacent to each other and both have the same neighbourhood outside {v2,v5}, namely {v1,v3,v4}. Hence {v2,v5} is a homogeneous clique. Let Q be the five-vertex graph on {x,v1,v3,v4,v6} with edge set {xv1,xv3,xv4,v1v3,v1v6,v4v6}. Then H is obtained from Q by substituting K2 for the vertex x. By [L2], both Q and K2 have the Erdős-Hajnal property, so [L3] gives the Erdős-Hajnal property for H.

A1L2L3
1.3

Form H+ from [A1] by adjoining a new vertex v adjacent to v1 and v2, and delete v3. On the remaining six vertices {v,v1,v2,v4,v5,v6} the edge set is {vv1,vv2,v1v2,v1v5,v1v6,v2v4,v2v5,v4v5,v4v6}. Under the relabelling x1=v, x2=v6, x3=v5, y=v4, z=v2, and w=v1, the six missing edges are exactly x1x2, x1x3, x2x3, x1y, x2z, and yw, which are precisely the Bird edges. Therefore H+v3 is co-Bird, so H+ is not co-Bird-free.

A1L4algebra
2.1

Step 1.2 shows that {H}{co-Bird} has the Erdős-Hajnal property, and step 1.3 shows that H+ is not co-Bird-free. Therefore [L1] applies to the singleton family {Bird} and proves that Bird is wonderful. Together with step 1.1, this proves the statement.

L1step 1.1step 1.2step 1.3

5 · Examples, counterexamples and false statements

None yet.

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