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The Structural Criterion for Property (*)

1 · Prerequisites

2 · Summary

The structural hypothesis partitions every comb block into an F1-free part and a pure-blockade part whose pattern is F2-free. A large first part gives the clique-or-stable-set alternative, while a wide transversal across all partitions gives the pure blockade alternative. The quantification is uniform over all relevant ambient graphs and combs.

When neither easy alternative occurs, one decreasing partition has many small blocks. Integral geometric cutoffs avoid nonintegral block indices. A wide layer lifts an Erdős–Hajnal pattern set to a complete or anticomplete blockade; if every preterminal layer is small, a geometric-series bound contradicts the large X-part. The resulting conservative constants are floor-safe.

3 · Logical flowchart

4 · Definitions, theorems and proofs

DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-09-06Open item page →

The structural comb-partition hypothesis

Definition

Let F1,F2,H be finite families of finite graphs, and suppose that F1 and F2 have the Erdős–Hajnal property (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class). We say that (F1,F2;H) satisfies the structural comb-partition hypothesis if the following universal assertion holds.

For every H-free finite graph G (Graph isomorphisms, automorphisms and graph complements, H-free and F-free graphs under the induced-subgraph convention) and every (,w)-comb ((ai,Bi):i[]) in G with ,w4 (Combs in a graph), each Bi has a partition Bi=Xi˙Yi such that:

  1. Yi is F1-free;
  2. Xi has a partition (A1i,,Atii) which is a pure blockade, its blocks being nonempty, whose pattern graph is F2-free (Complete, anticomplete, pure, weakly sparse, and x-sparse blockades, The pattern graph of a pure blockade); and
  3. for every j[ti], every vertex of kiBk is pure to Aji.

The quantifiers range over every ambient H-free graph and every indicated comb, rather than fixing one graph from which a property of H could not follow.

LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

A large Y-part in a structural comb partition yields the clique-or-stable-set outcome

Statement

Assume (F1,F2;H) satisfies the structural comb-partition hypothesis. Let c(0,1] be an Erdős–Hajnal constant for both F1-free and F2-free graphs. If an (,w)-comb with ,w4 has a structural partition and Yiw/2 for some i, then G has a clique or stable set of size at least wc/2.

Facts & Assumptions

Given: The structural partition, c(0,1], w4, and an index i with Yiw/2.

[F1]

The structural hypothesis makes Yi F1-free (The structural comb-partition hypothesis).

[F2]

An Erdős–Hajnal constant c gives a clique or stable set of size at least V(Q)c in every nonempty F1-free graph Q (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class).

[F3]

For positive bases, real powers obey the product and iterated-power laws (The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).

Proof

technique · direct
1.1

Since Yiw/2>0, [F1] and [F2] give a clique or stable set in G[Yi], hence in G, with at least (w/2)c vertices.

F1F2
1.2

As w4, we have w/2w>0; raising this inequality to the positive exponent c and using [F3] gives (w/2)c(w)c=wc/2.

F3algebra
2.1

The set from step 1.1 therefore has at least wc/2 vertices, which is the claimed clique-or-stable-set outcome.

step 1.1step 1.2
LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

A transversal of wide structural blocks yields the pure blockade outcome

Statement

Assume a structural comb partition for an (,w)-comb with ,w4. If for every i[] one can choose a block Ajii with Ajiiw/(2), then (Aj11,,Aj) is a pure (,w/2)-blockade.

Facts & Assumptions

Given: One selected partition block Ajii of size at least w/(2) for every i[].

[F1]

Every partition block Aji is pure to every vertex in every other comb block Bk with ki (The structural comb-partition hypothesis).

[F2]

A blockade is a sequence of pairwise disjoint nonempty sets with the stated length and width bounds; a pure blockade has every pair of blocks pure (Blockades, their length, their width, and their support, Complete, anticomplete, pure, weakly sparse, and x-sparse blockades).

Proof

technique · direct
1.1

The selected sets lie in distinct, hence disjoint, comb blocks. Fix ik. By [F1], every vertex of AjkkBk is individually complete or anticomplete to Ajii. If two such vertices had opposite relations, then any vertex of the nonempty set Ajii would be mixed on Ajkk, contradicting [F1] applied with i and k reversed. Hence the relation is uniform and the pair of selected blocks is pure.

F1
2.1

Thus the selected sequence is a pure blockade of length and width at least w/(2) by [F2].

step 1.1F2
3.1

Since 4, 22, so w/(2)w/2. Step 2.1 and [F2] give the asserted pure (,w/2)-blockade.

step 2.1F2algebra
LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

Failure of the first and third property-(*) outcomes forces one small-block structural partition

Statement

Under the hypotheses of the preceding two lemmas, suppose that G has no clique or stable set of size wc/2 and no pure (,w/2)-blockade. Then for some i[], Xiw/2,ti,Ajiw/(2)(j[ti]).

Facts & Assumptions

Given: A structural partition, c(0,1], and failure of the first and third displayed outcomes.

[F1]

A Yi of size at least w/2 yields a clique or stable set of size at least wc/2 (A large Y-part in a structural comb partition yields the clique-or-stable-set outcome).

[F2]

A selected block of size at least w/(2) in every partition yields a pure (,w/2)-blockade (A transversal of wide structural blocks yields the pure blockade outcome).

[F3]

Each Bi is the disjoint union of Xi and Yi, and (A1i,,Atii) partitions Xi (The structural comb-partition hypothesis).

Proof

technique · contradiction
1.1

By the contrapositive of [F1], every Yi has size less than w/2. Since Biw and Bi=Xi˙Yi by [F3], every Xi has size at least w/2.

F1F3
1.2

Suppose every partition had a block of size at least w/(2). Then [F2] would give the excluded pure blockade. Hence some index i has every Aji of size less than w/(2), and thus at most that bound.

F2assume-contradischarge-contradiction
2.1

For this i, [F3] and step 1.1 give w/2Xi=j=1tiAjitiw/(2), hence ti.

step 1.1step 1.2F3algebradischarge-contradiction
DefinitionDefinition: AI-adaptedProof: Not applicablejudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

Integral geometric layers of a decreasing block partition

Definition

Let (A1,,At) be a partition into nonempty blocks with A1At, where t4. For each integer r1, put mr:=max{nN:1nt and nr/2}. The set is nonempty because 1r/2, and finite, so this maximum is an integer. Let q be the least r1 for which mr=t. The integral geometric layers are C1:=(A1,,Am1),Cr:=(Amr1+1,,Amr)(2rq).

Thus every index used here is integral; the layers are consecutive portions of the original ordered partition. Real powers are those in The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents, and a block has the nonempty meaning of Blockades, their length, their width, and their support.

LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

Integral geometric layers exist, cover the partition, and retain the required cutoff bounds

Statement

For the integral geometric layers of a decreasing partition with t4, the integer q exists, the layers are nonempty and partition (A1,,At), and for every 1rq, r/4mrr/2.

Facts & Assumptions

Given: t4 and the integral cutoffs mr and layers Cr.

[F1]

Each mr is the largest integer at most both t and r/2, and q is the least index with mq=t (Integral geometric layers of a decreasing block partition).

[F3]

Every nonempty subset of N has a least element (The well-ordering principle).

Proof

technique · direct
1.1

Choose an integer N>t; then N/22N/2>t, so mN=t by [F1]. Thus the set of indices attaining t is nonempty, and [F3] supplies the least one q.

F1F3algebra
1.2

The upper bound mrr/2 is part of [F1]. First let r<q and write x:=r/22. Then mr<t, so maximality in [F1] gives x<mr+1. If mr<x, then mr2<x<mr+1; but mr2 and mr2mr+1, a contradiction. Thus mrx=r/4 by [F2]. For the terminal cutoff, m1<t, so q2. Put y:=(q1)/2. Since mq1<t and mq1 is the largest integer at most y, integrality gives tmq1+1>yq/4. Hence mq=tq/4 as well.

F1F2assume-contradischarge-contradictionalgebra
2.1

Fix 2rq. Minimality of q gives mr1<t. Put x=(r1)/21. Since mr1x and r/2=x2xx+1, the integer mr1+1 is at most both t and r/2. It is therefore admissible in the maximum defining mr, so mrmr1+1. Also m11; hence every layer is nonempty and the successive index intervals cover exactly [t].

F1step 1.1algebra
3.1

Steps 1.1--2.1 prove existence, coverage, nonemptiness, and both cutoff bounds.

step 1.1step 2.1step 1.2
LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

Homogeneous sets in pure-blockade patterns lift to complete or anticomplete blockades

Statement

Let (A1,,At) be a pure blockade of width at least s>0, and let S[t]. If S is a clique in its pattern graph, the blocks indexed by S form a complete (S,s)-blockade; if S is a stable set, they form an anticomplete (S,s)-blockade.

Facts & Assumptions

Given: A pure blockade (A1,,At) of width at least s and a nonempty clique or stable set S in its pattern graph.

[F1]

Pattern vertices i,j are adjacent exactly when Ai is complete to Aj; the blockade's purity makes the pattern well defined (The pattern graph of a pure blockade).

[F2]

Complete and anticomplete blockades require every distinct pair of blocks to be respectively complete and anticomplete (Complete, anticomplete, pure, weakly sparse, and x-sparse blockades).

[F3]

The original blocks are pairwise disjoint and nonempty, and width at least s means every selected block has at least s vertices (Blockades, their length, their width, and their support).

Proof

technique · cases
1.1

The selected sequence has S pairwise disjoint nonempty blocks of size at least s by [F3].

F3
2.1

If S is a clique, each pair of its pattern vertices is adjacent, so [F1] makes every selected pair complete. Thus [F2] makes the sequence a complete (S,s)-blockade.

assume-case cliqueF1F2step 1.1
2.2

If S is a stable set, no selected pattern pair is adjacent. Since the original blockade is pure, [F1] makes every selected pair anticomplete; [F2] therefore gives an anticomplete (S,s)-blockade.

assume-case stableF1F2step 1.1
3.1

The clique and stable-set cases exhaust the stated alternatives.

step 2.1step 2.2cases-exhaustive
LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

A wide integral geometric layer forces the complete-or-anticomplete property-(*) blockade

Statement

Assume the structural comb-partition hypothesis and let c(0,1] be a common Erdős–Hajnal constant for F1-free and F2-free graphs. In one decreasing structural partition, let Cr be an integral geometric layer with r<q. If every block of Cr has size at least w/5r/2, then G has a complete or anticomplete (k,w/k10/c)-blockade for some kcr/4.

Facts & Assumptions

Given: r<q, a wide layer Cr, and a common constant c(0,1].

[F1]

The first mr structural blocks form an induced subgraph of the F2-free pattern graph (The structural comb-partition hypothesis).

[F3]

An Erdős–Hajnal constant c supplies a pattern clique or stable set of size at least mrc in a nonempty F2-free graph (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class).

[F4]

A clique or stable set in a pure-blockade pattern lifts to a complete or anticomplete blockade with the same selected width (Homogeneous sets in pure-blockade patterns lift to complete or anticomplete blockades).

Proof

technique · direct
1.1

The induced pattern on the first mr blocks is F2-free: an induced forbidden copy there would also be one in the full pattern. By [F1] and [F3], it has a clique or stable set S of cardinality kmrc.

F1F3
2.1

From [F2] and step 1.1, k(r/4)c=cr/4 by [F5].

F2F5step 1.1
2.2

The blocks indexed by S lie among the first mr blocks and therefore in layers through Cr; decreasing block sizes and the width assumption on Cr give them size at least w/5r/2. By [F4] they form a complete or anticomplete blockade of length k and at least that width.

F4step 1.1
3.1

Step 2.1 and [F5] give k10/c5r/2, so w/5r/2w/k10/c. Together with step 2.2 this proves the claim.

step 2.1step 2.2F5algebra
LemmaStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

Successive small integral geometric layers contradict a large X-part

Statement

Let (A1,,At) be a decreasing partition of X with t4 and every Ajw/(2). Form its integral geometric layers C1,,Cq. If, for every r<q, the layer Cr contains a block of size less than w/5r/2, then X<w/2.

Facts & Assumptions

Given: The decreasing partition, its layers, and one stated small block in every preterminal layer.

[F1]

The first layer has at most 1/2 blocks, and layer Cr+1 has at most (r+1)/2 blocks (Integral geometric layers exist, cover the partition, and retain the required cutoff bounds).

[F2]

The layers partition the blocks of X in their original nonincreasing order (Integral geometric layers of a decreasing block partition).

[F3]

For z<1, the infinite geometric series sums to 1/(1z) (For r<1, k0rk=1/(1r), and for r1 the series diverges).

Proof

technique · direct
1.1

The first-layer contribution is at most 1/2w/(2)=w/(2)w/4.

F1givenalgebra
1.2

A small block in Cr has size less than w/5r/2; by the nonincreasing order and [F2], every block in Cr+1 is no larger. Hence the contribution of Cr+1 is less than w(r+1)/25r/2=w1/22r.

F1F2givenalgebra
2.1

Since 4, the sum of these latter bounds is at most wr141/22r=w8s016s=2w15 by [F3].

F3step 1.2algebra
3.1

Adding steps 1.1 and 2.1 gives X<w(1/4+2/15)=23w/60<w/2, as required.

step 1.1step 2.1F2algebra
TheoremStatement: AI-adaptedProof: AI-adaptedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-06Open item page →

The structural comb-partition criterion implies property (*)

Statement

If (F1,F2;H) satisfies the structural comb-partition hypothesis, then H has property (). More precisely, if c(0,1] is a common Erdős–Hajnal constant for F1-free and F2-free graphs, then c1=c3=c/4,c2=10/c suffice in the definition of property ().

Facts & Assumptions

Given: The uniform structural hypothesis, a common c(0,1], and a special-vertex (,w)-comb in an H-free graph, where ,w4.

[F1]

Property () asks for its three stated outcomes for every such special-vertex comb (Property (*) for a finite graph family).

[F2]

A large Yi gives a clique or stable set of size at least wc/2 (A large Y-part in a structural comb partition yields the clique-or-stable-set outcome).

[F3]

Failure of the first and third outcomes produces a partition of some Xi with Xiw/2, at least blocks, and every block at most w/(2) (Failure of the first and third property-(*) outcomes forces one small-block structural partition).

[F4]

A wide preterminal integral layer gives a complete or anticomplete (k,w/k10/c)-blockade with kcr/4 (A wide integral geometric layer forces the complete-or-anticomplete property-(*) blockade).

[F5]

If every preterminal layer is small, then its decreasing partition has total size less than w/2 (Successive small integral geometric layers contradict a large X-part).

Proof

technique · contradiction
1.1

Set c1=c3=c/4 and c2=10/c. We verify the three alternatives required by [F1] for an arbitrary given comb.

F1choose
1.2

Suppose outcome one and outcome three both fail. By [F3], choose the resulting partition of some Xi and relabel its finitely many blocks in nonincreasing order of size. Relabelling preserves the partition, its block bounds, purity, and the isomorphism type of its pattern graph, as well as the cross-block condition in the structural hypothesis. The relabelled partition is therefore decreasing and still structural; form its integral layers.

F3assume-contrachoose
1.3

Otherwise every preterminal layer has a block below its threshold; [F5] then gives Xi<w/2, contradicting [F3].

F3F5assume-contradischarge-contradiction
2.1

If some Yi has size at least w/2, [F2] gives a clique or stable set of size at least wc/2wc/4=wc1; this is outcome one.

F2step 1.1algebra
2.2

If a preterminal layer Cr is wide at the threshold w/5r/2, [F4] gives a complete or anticomplete blockade of width at least w/kc2. Since r1, its length parameter satisfies kcr/4c/4=c3, so outcome two holds.

F4step 1.1algebra
3.1

Thus failure of outcomes one and three forces outcome two, while step 2.1 handles the remaining case. The three outcomes in [F1] therefore always hold, proving property ().

F1step 2.1step 2.2step 1.3discharge-contradiction

5 · Examples, counterexamples and false statements

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