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.
The Structural Criterion for Property (*)
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Binary Operations, Monoids, Groups and Subgroups
- Blockades, Combs and Pattern Graphs
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Countability and Uncountability
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Graphs, Walks and Connectivity
- Induced Subgraphs and Hereditary Graph Classes
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Metric Spaces
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Order, Zorn's Lemma, and the Axiom of Choice
- Power Series and Real-Analytic Functions
- Properties of the Integral and the Working FTC
- Property (*) and Comb Outcomes
- Regular Pairs and Induced Counting
- Relations, Functions, and Quotients
- Roots, Rational Powers, and Classical Inequalities
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sparse Restricted Subgraphs and the Rödl–Nikiforov Theorems
- Suprema and Infima
- The Derivative and the Mean Value Theorems
- The Erdős–Hajnal Property and Homogeneous Sets
- The Exponential Function
- The Logarithm and General Powers
- The Riemann Integral: Definition and Integrability
- The ZFC Axioms and the Basic Set Constructions
- Topology of ℝ
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
The structural hypothesis partitions every comb block into an -free part and a pure-blockade part whose pattern is -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 -part. The resulting conservative constants are floor-safe.
3 · Logical flowchart
4 · Definitions, theorems and proofs
The structural comb-partition hypothesis
Definition
Let be finite families of finite graphs, and suppose that and have the Erdős–Hajnal property (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class). We say that satisfies the structural comb-partition hypothesis if the following universal assertion holds.
For every -free finite graph (Graph isomorphisms, automorphisms and graph complements, -free and -free graphs under the induced-subgraph convention) and every -comb in with (Combs in a graph), each has a partition such that:
- is -free;
- has a partition which is a pure blockade, its blocks being nonempty, whose pattern graph is -free (Complete, anticomplete, pure, weakly sparse, and -sparse blockades, The pattern graph of a pure blockade); and
- for every , every vertex of is pure to .
The quantifiers range over every ambient -free graph and every indicated comb, rather than fixing one graph from which a property of could not follow.
A large Y-part in a structural comb partition yields the clique-or-stable-set outcome
Statement
Assume satisfies the structural comb-partition hypothesis. Let be an Erdős–Hajnal constant for both -free and -free graphs. If an -comb with has a structural partition and for some , then has a clique or stable set of size at least .
Facts & Assumptions
Given: The structural partition, , , and an index with .
The structural hypothesis makes -free (The structural comb-partition hypothesis).
An Erdős–Hajnal constant gives a clique or stable set of size at least in every nonempty -free graph (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class).
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
Since , [F1] and [F2] give a clique or stable set in , hence in , with at least vertices.
As , we have ; raising this inequality to the positive exponent and using [F3] gives .
The set from step 1.1 therefore has at least vertices, which is the claimed clique-or-stable-set outcome.
A transversal of wide structural blocks yields the pure blockade outcome
Statement
Assume a structural comb partition for an -comb with . If for every one can choose a block with , then is a pure -blockade.
Facts & Assumptions
Given: One selected partition block of size at least for every .
Every partition block is pure to every vertex in every other comb block with (The structural comb-partition hypothesis).
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 -sparse blockades).
Proof
The selected sets lie in distinct, hence disjoint, comb blocks. Fix . By [F1], every vertex of is individually complete or anticomplete to . If two such vertices had opposite relations, then any vertex of the nonempty set would be mixed on , contradicting [F1] applied with and reversed. Hence the relation is uniform and the pair of selected blocks is pure.
Thus the selected sequence is a pure blockade of length and width at least by [F2].
Since , , so . Step 2.1 and [F2] give the asserted pure -blockade.
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 has no clique or stable set of size and no pure -blockade. Then for some ,
Facts & Assumptions
Given: A structural partition, , and failure of the first and third displayed outcomes.
A of size at least yields a clique or stable set of size at least (A large Y-part in a structural comb partition yields the clique-or-stable-set outcome).
A selected block of size at least in every partition yields a pure -blockade (A transversal of wide structural blocks yields the pure blockade outcome).
Each is the disjoint union of and , and partitions (The structural comb-partition hypothesis).
Proof
By the contrapositive of [F1], every has size less than . Since and by [F3], every has size at least .
Suppose every partition had a block of size at least . Then [F2] would give the excluded pure blockade. Hence some index has every of size less than , and thus at most that bound.
For this , [F3] and step 1.1 give , hence .
Integral geometric layers of a decreasing block partition
Definition
Let be a partition into nonempty blocks with , where . For each integer , put The set is nonempty because , and finite, so this maximum is an integer. Let be the least for which . The integral geometric layers are
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.
Integral geometric layers exist, cover the partition, and retain the required cutoff bounds
Statement
For the integral geometric layers of a decreasing partition with , the integer exists, the layers are nonempty and partition , and for every ,
Facts & Assumptions
Given: and the integral cutoffs and layers .
Each is the largest integer at most both and , and is the least index with (Integral geometric layers of a decreasing block partition).
Positive real powers satisfy (The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).
Every nonempty subset of has a least element (The well-ordering principle).
Proof
Choose an integer ; then , so by [F1]. Thus the set of indices attaining is nonempty, and [F3] supplies the least one .
The upper bound is part of [F1]. First let and write . Then , so maximality in [F1] gives . If , then ; but and , a contradiction. Thus by [F2]. For the terminal cutoff, , so . Put . Since and is the largest integer at most , integrality gives . Hence as well.
Fix . Minimality of gives . Put . Since and , the integer is at most both and . It is therefore admissible in the maximum defining , so . Also ; hence every layer is nonempty and the successive index intervals cover exactly .
Steps 1.1--2.1 prove existence, coverage, nonemptiness, and both cutoff bounds.
Homogeneous sets in pure-blockade patterns lift to complete or anticomplete blockades
Statement
Let be a pure blockade of width at least , and let . If is a clique in its pattern graph, the blocks indexed by form a complete -blockade; if is a stable set, they form an anticomplete -blockade.
Facts & Assumptions
Given: A pure blockade of width at least and a nonempty clique or stable set in its pattern graph.
Pattern vertices are adjacent exactly when is complete to ; the blockade's purity makes the pattern well defined (The pattern graph of a pure blockade).
Complete and anticomplete blockades require every distinct pair of blocks to be respectively complete and anticomplete (Complete, anticomplete, pure, weakly sparse, and -sparse blockades).
The original blocks are pairwise disjoint and nonempty, and width at least means every selected block has at least vertices (Blockades, their length, their width, and their support).
Proof
The selected sequence has pairwise disjoint nonempty blocks of size at least by [F3].
If 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 -blockade.
If 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 -blockade.
The clique and stable-set cases exhaust the stated alternatives.
A wide integral geometric layer forces the complete-or-anticomplete property-(*) blockade
Statement
Assume the structural comb-partition hypothesis and let be a common Erdős–Hajnal constant for -free and -free graphs. In one decreasing structural partition, let be an integral geometric layer with . If every block of has size at least , then has a complete or anticomplete -blockade for some .
Facts & Assumptions
Given: , a wide layer , and a common constant .
The first structural blocks form an induced subgraph of the -free pattern graph (The structural comb-partition hypothesis).
The cutoff bound is (Integral geometric layers exist, cover the partition, and retain the required cutoff bounds).
An Erdős–Hajnal constant supplies a pattern clique or stable set of size at least in a nonempty -free graph (The Erdős–Hajnal property and an Erdős–Hajnal constant for a hereditary graph class).
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).
Positive real powers obey the iterated-power law (The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).
Proof
The induced pattern on the first blocks is -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 of cardinality .
From [F2] and step 1.1, by [F5].
The blocks indexed by lie among the first blocks and therefore in layers through ; decreasing block sizes and the width assumption on give them size at least . By [F4] they form a complete or anticomplete blockade of length and at least that width.
Step 2.1 and [F5] give , so . Together with step 2.2 this proves the claim.
Successive small integral geometric layers contradict a large X-part
Statement
Let be a decreasing partition of with and every . Form its integral geometric layers . If, for every , the layer contains a block of size less than , then .
Facts & Assumptions
Given: The decreasing partition, its layers, and one stated small block in every preterminal layer.
The first layer has at most blocks, and layer has at most blocks (Integral geometric layers exist, cover the partition, and retain the required cutoff bounds).
The layers partition the blocks of in their original nonincreasing order (Integral geometric layers of a decreasing block partition).
For , the infinite geometric series sums to (For , , and for the series diverges).
Proof
The first-layer contribution is at most .
A small block in has size less than ; by the nonincreasing order and [F2], every block in is no larger. Hence the contribution of is less than .
Since , the sum of these latter bounds is at most by [F3].
Adding steps 1.1 and 2.1 gives , as required.
The structural comb-partition criterion implies property (*)
Statement
If satisfies the structural comb-partition hypothesis, then has property . More precisely, if is a common Erdős–Hajnal constant for -free and -free graphs, then suffice in the definition of property .
Facts & Assumptions
Given: The uniform structural hypothesis, a common , and a special-vertex -comb in an -free graph, where .
Property asks for its three stated outcomes for every such special-vertex comb (Property (*) for a finite graph family).
A large gives a clique or stable set of size at least (A large Y-part in a structural comb partition yields the clique-or-stable-set outcome).
Failure of the first and third outcomes produces a partition of some with , at least blocks, and every block at most (Failure of the first and third property-(*) outcomes forces one small-block structural partition).
A wide preterminal integral layer gives a complete or anticomplete -blockade with (A wide integral geometric layer forces the complete-or-anticomplete property-(*) blockade).
If every preterminal layer is small, then its decreasing partition has total size less than (Successive small integral geometric layers contradict a large X-part).
Proof
Set and . We verify the three alternatives required by [F1] for an arbitrary given comb.
Suppose outcome one and outcome three both fail. By [F3], choose the resulting partition of some 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.
Otherwise every preterminal layer has a block below its threshold; [F5] then gives , contradicting [F3].
If some has size at least , [F2] gives a clique or stable set of size at least ; this is outcome one.
If a preterminal layer is wide at the threshold , [F4] gives a complete or anticomplete blockade of width at least . Since , its length parameter satisfies , so outcome two holds.
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 .
5 · Examples, counterexamples and false statements
None yet.
Sources
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, Lemma 5.1
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, proof of Lemma 5.1
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, Claim 5.1.1
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, proof after Claim 5.1.1
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, Claim 5.1.2
- Huang, Ju, and Zhou, Erdős–Hajnal beyond the five-vertex path, final sum in Lemma 5.1