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  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
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✓ 5 results · all verified · 1 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 4 not AI-judged were verified by owner audit (typically over a confirmed judge false positive), not failures.

Blockades, Combs and Pattern Graphs

1 · Prerequisites

2 · Summary

This page is intentionally narrow. It fixes the blockade vocabulary used in the iterative Erdős–Hajnal literature, isolates the pattern-graph viewpoint for pure blockades, and records the two gateway arguments that convert either complete/anticomplete blockade hypotheses or large sparse-pair hypotheses into restricted induced subgraphs or sparse blockades.

The later cograph and iterative-comb pages own the deeper structure theory. Here the pattern graph is used only as much as the gateway theorem needs: a P4-free pattern yields a large homogeneous set of blocks, which in turn yields a complete or anticomplete subblockade. The second theorem is even more local: it is the maximal-blockade extraction argument that turns repeated large sparse pairs into a long ordered blockade.

3 · Logical flowchart

4 · Definitions, theorems and proofs

RemarkRemark: Literature-sourcedProof: Not applicablejudge pass (gpt-5.6-terra)audited 2026-08-27Open item page →

This page fixes the blockade conventions and the role of order

On this page, a blockade is an ordered sequence of disjoint vertex sets. Length and width ignore that order, but directional notions do not: an x-sparse blockade is one in which later blocks are x-sparse to earlier ones. So reversing the block order can destroy x-sparsity even when every unordered pair of blocks is weakly sparse.

The page also keeps the source convention that all graphs are finite, simple, and undirected.

DefinitionDefinition: Literature-sourcedProof: Not applicableaudited 2026-08-27Open item page →

Blockades, their length, their width, and their support

Definition

Let G be a finite graph, and let ℓ,w be real with ℓ≥1 and w>0. An (ℓ,w)-blockade in G is a sequence

B=(B1,…,Bt)

of pairwise disjoint nonempty subsets of V(G) such that t≥ℓ and ∣Bi∣≥w for every i∈[t].

Since the actual length t is an integer, a real lower bound t≥ℓ is equivalent to t≥⌈ℓ⌉. Thus this notation includes the usual integer length parameters while also allowing the real thresholds, such as ϵ−1, used in blockade estimates.

Each Bi is a block. The length of B is t, its width is

min⁡{∣B1∣,…,∣Bt∣},

and its support is

V(B)=B1∪⋯∪Bt.

DefinitionDefinition: Literature-sourcedProof: Not applicablejudge pass (gpt-5.6-terra)audited 2026-08-27Open item page →

Complete, anticomplete, pure, weakly sparse, and x-sparse blockades

Definition

Let B=(B1,…,Bt) be a blockade in a graph G and let x∈[0,1].

The last condition depends on the order of the blocks, while the first four do not.

DefinitionDefinition: Literature-sourcedProof: Not applicableaudited 2026-08-27Open item page →

Combs in a graph

Definition

Let ℓ∈N with ℓ≥1, and let w>0. An (ℓ,w)-comb in a graph G is a sequence of pairs

((ai,Bi):i∈[ℓ])

satisfying the conditions below.

Here a vertex a is complete to (respectively, anticomplete to) a set B when the pair ({a},B) is complete (respectively, anticomplete) in the sense of Edges between disjoint vertex sets; complete, anticomplete, pure and mixed pairs.

  1. (B1,…,Bℓ) is an (ℓ,w)-blockade;
  2. the vertices a1,…,aℓ are distinct;
  3. the set {a1,…,aℓ} is disjoint from every block Bi; and
  4. for every i∈[ℓ], the vertex ai is complete to Bi; and
  5. for all distinct i,j∈[ℓ], the vertex ai is anticomplete to Bj.

The vertices ai are the teeth of the comb.

DefinitionDefinition: Literature-sourcedProof: Not applicablejudge pass (gpt-5.6-terra)audited 2026-08-27Open item page →

The pattern graph of a pure blockade

Definition

Let B=(B1,…,Bt) be a pure blockade in a graph G. Its pattern graph is the graph P(B) with vertex set [t] in which i and j are adjacent exactly when Bi is complete to Bj.

Because the blockade is pure, every unordered pair of distinct blocks is either complete or anticomplete, so this graph is well defined. A pattern graph is called P4-free when it contains no induced four-vertex path.

DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-08-27Open item page →

Sparse orientations of a blockade

Definition

Let B=(B1,…,Bt) be a blockade and let x∈[0,1]. A sparse orientation of B is an orientation of the complete graph on the index set [t] such that whenever the edge i→j is oriented from i to j, the block Bi is x-sparse to Bj in the sense of Sparsity of one vertex set to another, and weak sparsity of a pair.

The order orientation i→j for i>j is the one built into the definition of an x-sparse blockade (Complete, anticomplete, pure, weakly sparse, and x-sparse blockades).

LemmaStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-27Open item page →

A P4-free graph on q vertices has a homogeneous set of size at least q

Statement

If J is a P4-free finite graph with q vertices, then

hom⁡(J)≥q.

Facts & Assumptions

Given: A P4-free graph J on q vertices.

[L1]

Every P4-free graph with more than one vertex admits a partition V(J)=A⊔B with A,B≠∅ such that (A,B) is a pure pair (Chudnovsky--Scott--Seymour--Spirkl, "Erdos-Hajnal for graphs with no 5-hole", §5 Blockades, sentence immediately preceding Theorem 5.1).

Proof

technique · direct
1.1given

We prove the stronger inequality. [given] α(J)ω(J)≥q by induction on q. The cases q=0 and q=1 are immediate.

2.1step 1.1L1

Assume q≥2. By [L1], write V(J)=A⊔B with A,B≠∅ and (A,B) pure. Put. [step 1.1, L1] a=α(J[A]),b=α(J[B]),c=ω(J[A]),d=ω(J[B]). The induction hypothesis gives ac≥∣A∣ and bd≥∣B∣.

3.1step 2.1algebra

If (A,B) is complete, then. [step 2.1, algebra] ω(J)=c+d and α(J)=max⁡{a,b}, whence α(J)ω(J)=max⁡{a,b}(c+d)≥ac+bd≥∣A∣+∣B∣=q. If (A,B) is anticomplete, then α(J)=a+b and ω(J)=max⁡{c,d}, and the same calculation gives α(J)ω(J)≥ac+bd≥q.

4.1step 1.1step 3.1algebra∎

The induction closes. Since. [step 1.1, step 3.1, algebra] max⁡{α(J),ω(J)}≥α(J)ω(J), one obtains hom⁡(J)≥q.

LemmaStatement: AI-adaptedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-08-27Open item page →

Pure blockades with P4-free patterns contain complete or anticomplete subblockades of square-root length

Statement

Let B=(B1,…,Bt) be a pure blockade whose pattern graph is P4-free. Then B has a complete or anticomplete subblockade of length at least t and of width at least the width of B.

Facts & Assumptions

Given: A pure blockade B=(B1,…,Bt) with P4-free pattern graph P(B).

Proof

technique · direct
1.1given

By A P4-free graph on q vertices has a homogeneous set of size at least q, the pattern graph P(B) has a clique or stable set I⊆[t] with ∣I∣≥t.

2.1step 1.1given

If I is a clique, then by the definition of the pattern graph every pair of blocks indexed by I is complete, so (Bi:i∈I) is a complete subblockade. If I is a stable set, the same definition makes (Bi:i∈I) anticomplete. In either case the width does not decrease when blocks are discarded.

3.1step 2.1∎

Therefore B contains a complete or anticomplete subblockade of length at least t and of at least the original width.

LemmaStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-27Open item page →

A maximal pure blockade with large total a-mass must already have at least ϵ−2 blocks

Statement

Let ϵ∈(0,12), let a≥1, and let G be a graph with the property that every induced subgraph F of G with ∣F∣≥ϵ2a∣G∣ contains a complete or anticomplete (k,∣F∣/ka)-blockade for some k∈[2,ϵ−1].

Suppose q is maximal subject to the existence of a pure blockade (A1,…,Aq) in G whose pattern graph is P4-free, such that ∣Ai∣≥ϵ3a∣G∣ for every i and

∑i=1q∣Ai∣1/a≥∣G∣1/a.

Then q≥ϵ−2.

Facts & Assumptions

Given: The hypotheses of the statement and a maximal blockade (A1,…,Aq).

Proof

technique · direct
1.1assume-contragiven

Suppose for contradiction that q<ϵ−2. Reorder the blocks so that ∣A1∣=max⁡i∣Ai∣. Then q∣A1∣1/a≥∑i=1q∣Ai∣1/a≥∣G∣1/a, so ∣A1∣≥∣G∣/qa≥ϵ2a∣G∣. By the hypothesis on G, the induced subgraph G[A1] contains a complete or anticomplete (k,∣A1∣/ka)-blockade (B1,…,Bk) for some k∈[2,ϵ−1].

2.1step 1.1given

Replace the block A1 by B1,…,Bk, and keep the other blocks A2,…,Aq. Because (A1,…,Aq) was pure, every outside block is either complete or anticomplete to A1, hence to each Bj⊆A1. The new blockade is still pure, its pattern graph is obtained by substituting a complete or edgeless graph for the vertex corresponding to A1, and so it is still P4-free.

3.1step 2.1algebra

Every new block satisfies ∣Bj∣≥∣A1∣/ka≥ϵa∣A1∣≥ϵ3a∣G∣, while ∑j=1k∣Bj∣1/a≥k(∣A1∣ka)1/a=∣A1∣1/a. So the new blockade still satisfies the lower bound on every block and on the total a-mass, but it has q−1+k>q blocks. This contradicts the maximality of q.

4.1discharge-contradictionstep 3.1∎

Therefore q≥ϵ−2.

TheoremStatement: Literature-sourcedProof: AI-generatedprecheck passaudited 2026-08-27Open item page →

Complete or anticomplete blockade hypotheses force an ϵ-restricted induced subgraph

Statement

Let ϵ∈(0,12) and a≥1. Let G be a graph such that for every induced subgraph F of G with ∣F∣≥ϵ2a∣G∣, there exists k∈[2,ϵ−1] and a complete or anticomplete (k,∣F∣/ka)-blockade in F. Then G has an ϵ-restricted induced subgraph with at least ϵ3a∣G∣ vertices.

Facts & Assumptions

Given: The hypotheses of the statement.

Proof

technique · direct
1.1givenchoose

Let q be maximal subject to the existence of a pure blockade (A1,…,Aq) whose pattern graph is P4-free, every block has size at least ϵ3a∣G∣, and ∑i=1q∣Ai∣1/a≥∣G∣1/a. By A maximal pure blockade with large total a-mass must already have at least ϵ−2 blocks, one has q≥ϵ−2.

2.1step 1.1choose

By Pure blockades with P4-free patterns contain complete or anticomplete subblockades of square-root length, this blockade has a complete or anticomplete subblockade indexed by a set I⊆[q] with ∣I∣≥q≥ϵ−1. For each i∈I, choose Si⊆Ai with ∣Si∣=⌈ϵ3a∣G∣⌉, and put S:=⋃i∈ISi. Then ∣S∣=∣I∣⌈ϵ3a∣G∣⌉≥ϵ3a∣G∣.

3.1step 2.1given

If the chosen subblockade is anticomplete, then every vertex of Si has neighbors in S only inside Si, so its degree in G[S] is at most ∣Si∣−1≤∣S∣/∣I∣≤ϵ∣S∣. Hence S is ϵ-sparse, and therefore ϵ-restricted.

3.2step 2.1given

If the chosen subblockade is complete, then in the complement G‾[S] every vertex of Si has neighbors only inside Si, so the same estimate shows that G‾[S] is ϵ-sparse. Therefore G[S] is ϵ-dense, and again ϵ-restricted.

4.1step 3.1step 3.2∎

In either case G has an ϵ-restricted induced subgraph on at least ϵ3a∣G∣ vertices, namely G[S].

TheoremStatement: Literature-sourcedProof: AI-generatedprecheck passaudited 2026-08-27Open item page →

Large sparse-pair hypotheses yield an x-sparse or complete blockade

Statement

Let x∈(0,12), let a>1, b>0, and let c:=2−4b. Let y∈(0,c]. Suppose that G is a graph with ∣G∣≥y−(a+2) such that for every induced subgraph F of G with ∣F∣≥c∣G∣, there are disjoint sets X,Y⊆V(F) satisfying

∣X∣≥ya∣F∣,∣Y∣≥(1−by)∣F∣,

and such that Y is x-sparse or complete to X.

Then G contains an x-sparse or complete (⌈y−1⌉,ya+2∣G∣)-blockade.

Facts & Assumptions

Given: The hypotheses of the statement.

Proof

technique · direct
1.1givenchoose

Let n be maximal such that G has a blockade (B1,…,Bn) with ∣Bi∣≥ya+2∣G∣ for all i, with ∣Bn∣≥(1−by)n∣G∣, and such that for every i∈[n], either every later block is x-sparse to Bi or every later block is complete to Bi. This is possible because n=1 and B1=V(G) already satisfy the conditions.

2.1step 1.1assume-contragivenalgebradischarge-contradiction

Suppose that n<2y−1. Since y≤c=2−4b, one has by≤b2−4b<1/2. For t∈[0,1/2] the elementary inequality 1−t≥2−2t holds, so with t=by we get (1−by)2y−1≥(2−2by)2y−1=2−4b=c. Therefore ∣Bn∣≥(1−by)n∣G∣≥c∣G∣. Applying the hypothesis to the induced subgraph G[Bn], choose disjoint X,Y⊆Bn with ∣X∣≥ya∣Bn∣≥ya+2∣G∣ and ∣Y∣≥(1−by)∣Bn∣≥(1−by)n+1∣G∣, and with Y x-sparse or complete to X. Because X∪Y⊆Bn, the relation of every earlier block Bi to Bn restricts to the same relation to both X and Y. Hence (B1,…,Bn−1,X,Y) is a larger blockade of the same type, contradicting the maximality of n. So n≥2y−1.

3.1step 1.1step 2.1algebra

Let Q be the set of indices i such that every later block is x-sparse to Bi, and let R be the set of indices i such that every later block is complete to Bi. By construction every index lies in Q∪R, so one of Q or R has cardinality at least n/2≥y−1.

4.1step 1.1step 3.1givenchoose

Since one of ∣Q∣,∣R∣ is an integer at least y−1, step 3.1 makes that cardinality at least ⌈y−1⌉. [step 3.1, given] If it is ∣Q∣, choose ⌈y−1⌉ indices from Q in their inherited order; the corresponding blocks form an x-sparse blockade. If it is ∣R∣, the same choice from R gives a complete blockade. Every selected block has size at least ya+2∣G∣ by step 1.1. Thus one of the two required blockades exists.

5.1step 4.1∎

Therefore G contains an x-sparse or complete (⌈y−1⌉,ya+2∣G∣)-blockade.

5 · Examples, counterexamples and false statements

None yet.

Sources