Tur\'an theorems for unavoidable patterns
Pith reviewed 2026-05-25 11:30 UTC · model grok-4.3
The pith
Any two-colouring of K_n that deviates by more than n to the power -1/t from monochromatic must contain an unavoidable t-colouring on 2t vertices.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
For every t ≥ 3, every two-colouring of the edges of the complete graph on n vertices whose red or blue graph differs from the empty graph or the complete graph by more than δ n^2 edges contains an unavoidable t-colouring whenever δ is much larger than n^{-1/t}; an unavoidable t-colouring is any two-colouring of K_{2t} in which one colour class induces either a clique of size t or two disjoint cliques of size t. Likewise, every tournament on n vertices whose transitive closure differs from the transitive tournament by more than δ n^2 edges contains an unavoidable t-tournament whenever δ is much larger than n^{-1/⌈t/2⌉}; an unavoidable t-tournament is the blow-up of a directed 3-cycle in each
What carries the argument
The unavoidable t-colouring (a two-edge-colouring of K_{2t} in which one colour spans a K_t or two disjoint K_t's) and the unavoidable t-tournament (the balanced blow-up of a cyclic triangle by transitive tournaments of order t); these objects serve as the minimal forbidden substructures whose forced presence is established by stability and counting arguments.
If this is right
- The order of magnitude of the off-diagonal Ramsey numbers r(t,t;2t) and their tournament analogues is settled up to constants.
- The same stability methods that prove the existence statements also yield the sharp thresholds once the bipartite conjecture is assumed.
- The results apply uniformly for all t ≥ 3 and give matching upper and lower bounds on the minimal deviation needed to force the patterns.
- The tournament result uses a different exponent ceiling(t/2) that reflects the structure of transitive tournaments.
Where Pith is reading between the lines
- The same pattern-forcing technique could be applied to other Ramsey problems whose extremal examples are blow-ups or complete multipartite graphs.
- If the bipartite Turán conjecture fails, the paper's existence theorems remain valid but the precise order of the Ramsey numbers would need to be revisited.
- The unavoidable patterns are minimal in the sense that removing any edge from them produces a colourable structure, suggesting they are the right minimal witnesses for the Ramsey property.
Load-bearing premise
The claim that the thresholds are sharp up to constant factors rests on the truth of the standard conjecture giving the asymptotic order of the bipartite Turán number ex(n, K_{s,t}).
What would settle it
An explicit two-colouring of K_n with only o(n^{2-1/t}) edges in each colour class that avoids every unavoidable t-colouring, or a counterexample to the bipartite Turán conjecture that produces a different exponent for the extremal function.
read the original abstract
We prove Tur\'an-type theorems for two related Ramsey problems raised by Bollob\'as and by Fox and Sudakov. First, for $t \ge 3$, we show that any two-colouring of the complete graph on $n$ vertices that is $\delta$-far from being monochromatic contains an \emph{unavoidable $t$-colouring} when $\delta \gg n^{-1/t}$, where an unavoidable $t$-colouring is any two-colouring of a clique of order $2t$ in which one colour forms either a clique of order $t$ or two disjoint cliques of order $t$. Next, for $ t\ge 3$, we show that any tournament on $n$ vertices that is $\delta$-far from being transitive contains an \emph{unavoidable $t$-tournament} when $\delta \gg n^{-1/\lceil t/2 \rceil}$, where an unavoidable $t$-tournament is the blow-up of a cyclic triangle obtained by replacing each vertex of the triangle by a transitive tournament of order $t$. Conditional on a well-known conjecture about bipartite Tur\'an numbers, both results are sharp up to implied constants and hence determine the order of magnitude of the corresponding off-diagonal Ramsey numbers.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proves Turán-type theorems for unavoidable patterns in Ramsey problems. For t ≥ 3, any 2-edge-coloring of K_n that is δ-far from monochromatic contains an unavoidable t-coloring (a 2-coloring of K_{2t} in which one color class contains a K_t or two disjoint K_t's) whenever δ ≫ n^{-1/t}. Similarly, any tournament on n vertices that is δ-far from transitive contains an unavoidable t-tournament (the blow-up of a directed cycle of length 3 with each vertex replaced by a transitive tournament on t vertices) whenever δ ≫ n^{-1/⌈t/2⌉}. Both results are shown to be sharp up to constants, conditional on a standard conjecture on bipartite Turán numbers.
Significance. If the results hold, they determine the order of magnitude of the corresponding off-diagonal Ramsey numbers for these unavoidable configurations, directly addressing open questions posed by Bollobás and by Fox-Sudakov. The unconditional existence theorems constitute the core contribution; the explicit conditioning of the sharpness statements on an external conjecture is a strength that avoids overclaiming. The work supplies concrete thresholds linking distance from the extremal examples to the forced appearance of the patterns.
minor comments (3)
- [Introduction] §1, definition of unavoidable t-colouring: the parenthetical description of the two cases for the red (or blue) clique could be supplemented by a small explicit example (e.g., t=3) to aid readability.
- [Section 4] The proof of the tournament result (likely §4) invokes a reduction to the graph-coloring case; a one-sentence pointer to the precise lemma used would clarify the dependence.
- [Theorem statements] Notation for the distance parameter δ is introduced in the abstract and §1 but is not restated when the main theorems are formally stated; a uniform definition block would help.
Simulated Author's Rebuttal
We thank the referee for their positive evaluation of the manuscript and for recommending acceptance. The report accurately summarizes the main results and their significance in addressing questions of Bollobás and Fox-Sudakov.
Circularity Check
No significant circularity in derivation chain
full rationale
The central existence theorems are stated unconditionally and proved directly via combinatorial arguments on δ-far colorings and tournaments. Sharpness is explicitly flagged as conditional on an external conjecture about bipartite Turán numbers (not an author-defined quantity or self-citation). No steps reduce by construction to fitted parameters, self-definitions, or load-bearing self-citations; the derivation chain is self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
axioms (2)
- standard math Standard results and techniques from extremal graph theory (Turán-type theorems)
- domain assumption Well-known conjecture on bipartite Turán numbers
Lean theorems connected to this paper
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IndisputableMonolith/Foundation/RealityFromDistinction.leanreality_from_one_distinction unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
Theorem 1.1. For each integer t ≥ 3, ... any two-colouring ... δ-far from being monochromatic contains an unavoidable t-colouring when δ ≫ n^{-1/t}
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IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
Proposition 2.1 (dependent random choice) ... e(G) ≥ C n^{2-1/t} contains K_t common-neighbourhood sets
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Forward citations
Cited by 1 Pith paper
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Reference graph
Works this paper leans on
-
[1]
Conlon, A new upper bound for diagonal Ramsey numbers , Ann
D. Conlon, A new upper bound for diagonal Ramsey numbers , Ann. of Math. 170 (2009), 941–960
work page 2009
-
[2]
J. Cutler and B. Mont´ agh, Unavoidable subgraphs of colored graphs , Discrete Math. 308 (2008), 4396–4413
work page 2008
-
[3]
Erd˝ os,Some remarks on the theory of graphs , Bull
P. Erd˝ os,Some remarks on the theory of graphs , Bull. Amer. Math. Soc. 53 (1947), 292–294
work page 1947
-
[4]
P. Erd˝ os and L. Moser, On the representation of directed graphs as unions of orderings, Magyar Tud. Akad. Mat. Kutat´ o Int. K¨ ozl.9 (1964), 125–132
work page 1964
-
[5]
P. Erd˝ os and G. Szekeres, A combinatorial problem in geometry , Compositio Math. 2 (1935), 463–470. 25
work page 1935
- [6]
-
[7]
, Dependent random choice , Random Structures Algorithms 38 (2011), 68–99
work page 2011
-
[8]
Z. F¨ uredi and M. Simonovits, The history of degenerate (bipartite) extremal graph problems , Erd˝ os centennial, Bolyai Soc. Math. Stud., vol. 25, J´ anos Bolyai Math. Soc., Budapest, 2013, pp. 169–264
work page 2013
-
[9]
R. L. Graham, B. L. Rothschild, and J. H. Spencer, Ramsey theory, 2 nd ed., Wiley-Interscience Series in Discrete Mathematics and Optimization, John Wi- ley & Sons, Inc., New York, 1990
work page 1990
-
[10]
T. K˝ ovari, V. T. S´ os, and P. Tur´ an,On a problem of K . Zarankiewicz, Collo- quium Math. 3 (1954), 50–57
work page 1954
-
[11]
Long, Large unavoidable subtournaments , Combin
E. Long, Large unavoidable subtournaments , Combin. Probab. Comput. 26 (2017), 68–77
work page 2017
-
[12]
F. P. Ramsey, On a problem of formal logic , Proc. London Math. Soc. 30 (1930), 264–286
work page 1930
-
[13]
Thomason, An upper bound for some Ramsey numbers , J
A. Thomason, An upper bound for some Ramsey numbers , J. Graph Theory 12 (1988), 509–517. School of Mathematics, University of Birmingham, Edgbasto n, Birmingham, B15 2TT, UK E-mail address : giraoa@bham.ac.uk Department of Mathematics, Rutgers University, Piscatawa y, NJ 08854, USA E-mail address : narayanan@math.rutgers.edu 26
work page 1988
discussion (0)
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