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For every s ≥ 2, the Erdős–Rogers function satisfies f_s(n) = Θ(√(n log n)), settling its order up to constants.
Reviewed by Pith at T0; open to challenge. T0 means a machine referee read the full paper against a public rubric. the ladder, T0–T4 →
T0 review · deepseek-v4-flash
2026-08-01 21:17 UTC pith:565IYPRA
load-bearing objection The main theorem looks right and the construction is original, but the paper must fix an ambiguous citation of Mubayi–Verstraëte before the novelty claim is credible.
On the ErdH{o}s-Rogers function
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The central claim is Theorem 1.1: for every s ≥ 2, f_s(n) = Θ(√(n log n)). The paper proves the upper bound by constructing, for each s and large n, a K_{s+1}-free graph G on n vertices in which every set of at least C(s)√(n log n) vertices spans a copy of K_s. The construction takes two independent random unions of m copies of the balanced complete s-partite graph with ℓ/r vertices, blows each copy up by a factor r, overlays them on the same vertex set, and then deletes edges in two steps: first removing any edge lying in the vertex sets of two different blow-ups, then deleting one edge from every triangle that is not contained in a single blow-up. The resulting graph is K_{s+1}-free. The p
What carries the argument
The key machinery is a random overlay of two r-blow-ups of the balanced complete s-partite graph, followed by two edge-deletion steps. The first deletion removes any edge lying in the vertex sets of at least two random blow-ups; the second deletes one edge from every triangle not contained in a single blow-up, choosing an edge of the minority colour. This produces a K_{s+1}-free graph. The proof tracks 'closed edges'—pairs of vertices connected by a path of length at most two—because an edge can be deleted only if it is closed with respect to either the other colour or earlier-revealed blow-ups. The two central lemmas bound the number of closed edges in any k-set and show that, conditional o
Load-bearing premise
The matching lower bound rests entirely on an external theorem asserting that every graph on n vertices can be vertex-coloured with O(√(n/log n)) colours so that no maximal clique is monochromatic; if that theorem fails, the paper only proves an upper bound and the Θ statement collapses.
What would settle it
For a fixed s (say s=3) and moderately large n, simulate the paper's random construction with the stated parameters and check whether a random k-set of size k = C(s)√(n log n) contains a copy of K_s with probability at least 1 − e^{−Ω(m)}, as Lemma 3.4 predicts. A violation would indicate a flaw in the closed-edge argument. Alternatively, find an infinite family of K_{s+1}-free graphs on n vertices in which the largest K_s-free subset has size o(√(n log n)); such graphs would contradict the claimed lower bound.
If this is right
- The exponent of log n in f_s(n) is exactly 1/2 for all s ≥ 2, so the function is now determined up to a constant factor; the conjecture that the exponent was 1−o(1) is false.
- For any K_s-free graph H, the generalised Erdős–Rogers function f_{H,K_s}(n) is O(√(n log n)); when H contains K_{s−1}, it is Θ(√(n log n)).
- The construction avoids algebraic objects entirely, using only random blow-ups and edge deletions, suggesting a broader template for forcing subgraphs into large sets of F-free graphs.
- The lower bound's constant is independent of s, while the upper bound's constant is a polynomial in s; the paper sketches an improved constant O(s^{3/2}√(log s)) with more work.
- A natural barrier of k = Θ(s √(log s) √(n log n)) is identified for constructions of this type, indicating where new ideas would be needed.
Where Pith is reading between the lines
- The closed-edge statistic may be a reusable tool for other graph-removal problems: any deletion rule that only removes edges with a short witness path can be analysed by the same two-lemma structure.
- The external lower bound is a soft dependency: a self-contained proof of the matching lower bound would make the Θ result internal, and the paper's framework suggests that the clique-chromatic-number theorem might be provable by similar probabilistic blow-up methods.
- A natural testable extension is to vary the deletion rules (e.g., deleting edges with dependent probabilities) to see whether the √(n log n) threshold is robust or an artifact of the specific two-step deletion.
- The s-dependence of the upper bound constant is likely not optimal; the paper's own remarks indicate a possible improvement to O(s^{3/2}√(log s)), and one could attempt to push the construction to O(s) or even O(1) by changing the overlay scheme.
Editorial analysis
A structured set of objections, weighed in public.
Circularity Check
No significant circularity: the upper bound is proved from a first-principles random construction and the lower bound is an imported external theorem.
full rationale
The derivation of Theorem 1.1 is self-contained on the upper-bound side. The graph G is defined in Section 2 from random blow-ups of the Turán graph; Lemma 2.3 derives K_{s+1}-freeness directly from the deletion rules; Lemmas 3.4 and 3.5 are proved via Chernoff bounds, union bounds, and pseudorandom properties of the random family (Lemmas 4.1, 5.2–5.6), with no lemma invoking the target f_s(n) = Θ(√(n log n)). The lower bound is not derived in this paper but imported from Joret–Micek–Reed–Smid [28, Corollary 2], an external published theorem; the paper explicitly credits Huy Pham for pointing it out. The self-citations appearing in the introduction (e.g., [3,10–12,22,26,34,42]) are historical/motivational and none is used in the proof. The only notable issue is the text's description of [36] as having proved f_s(n) ≤ C(s)√(n log n) while simultaneously attributing to [36] the conjecture f_s(n)=√n (log n)^{1−o(1)}; if read literally this is internally inconsistent and raises a novelty/crediting question, but it is not a circularity in the derivation chain. No fitted quantity is relabelled as a prediction, and no uniqueness theorem is imported from the authors' own prior work.
Axiom & Free-Parameter Ledger
free parameters (5)
- r (blow-up size) =
n^{1/8}
- m (number of random copies) =
2^{44} s^3 √n (log n)^{3/2}
- ℓ (size of blow-up J*) =
2^{-37} s^{-1} r n / log n
- β (closed-edge threshold) =
2^{-7} s^{-2}
- k (target set size) =
2^{40} s^3 √(n log n)
axioms (3)
- domain assumption Joret, Micek, Reed and Smid [28, Corollary 2]: every graph on n vertices has a vertex-colouring with O(√(n/log n)) colours such that no maximal clique is monochromatic.
- standard math Standard probabilistic inequalities (Chernoff, union bounds, binomial tail bounds) and the random graph model R(n,m,J) defined in Section 2.
- domain assumption The two random partitions U_i and W_i in (10) are independent uniform random partitions of V(G) into sets of size r.
read the original abstract
We show that the Erd\H{o}s-Rogers function $f_{s,s+1}(n)$ satisfies $$f_{s,s+1}(n) = \Theta( \sqrt{n \log n} )$$ for every $s \ge 2$. More precisely, we construct a $K_{s+1}$-free graph on $n$ vertices in which every set of at least $C(s)\sqrt{n \log n}$ vertices contains a copy of $K_s$ for some constant $C(s)$, which implies the upper bound. The matching lower bound follows from a theorem of Joret, Micek, Reed and Smid on the clique chromatic number of a graph.
Forward citations
Cited by 2 Pith papers
-
Hypergraph Erd\H{o}s--Rogers functions with consecutive clique sizes
For fixed s≥4, every n-vertex K_{s+1}^{(4)}-free 4-graph has a K_s^{(4)}-free set of size (log n)^{o(1)}, via a new O(log n / log log n) bound for 3-graphs.
-
Hypergraph Erd\H{o}s--Rogers functions with consecutive clique sizes
For every fixed s ≥ 4, f^{(4)}_{s,s+1}(n) = (log n)^{o(1)}, from a new 3-uniform bound f^{(3)}_{s,s+1}(n) = O(log n/log log n).
Reference graph
Works this paper leans on
-
[1]
Ajtai, J
M. Ajtai, J. Koml´ os and E. Szemer´ edi, A note on Ramsey numbers,J. Combin. Theory Ser. A,29 (1980), 354–360
1980
-
[2]
Alon and V
N. Alon and V. R¨ odl, Sharp bounds for some multicolour Ramsey numbers,Combinatorica,25(2005), 125–141
2005
-
[3]
Balister, B
P. Balister, B. Bollob´ as, M. Campos, S. Griffiths, E. Hurley, R. Morris, J. Sahasrabudhe and M. Tiba, Upper bounds for multicolour Ramsey numbers,J. Amer. Math. Soc.,39(2026), 765–780
2026
-
[4]
Balogh, C
J. Balogh, C. Chen and H. Luo, On the maximumF-free induced subgraphs inK t-free graphs,Random Structures Algorithms,66(2025), e21273
2025
-
[5]
Behrend, On the sets of integers which contain no three in arithmetic progression,Proc
F.A. Behrend, On the sets of integers which contain no three in arithmetic progression,Proc. Nat. Acad. Sci.,23(1946), 331–332
1946
-
[6]
Bollob´ as and H.R
B. Bollob´ as and H.R. Hind, Graphs without large triangle-free subgraphs,Discrete Math.,87(1991), 119–131
1991
-
[7]
Bohman, The triangle-free process,Adv
T. Bohman, The triangle-free process,Adv. Math.,221(2009), 1653–1677
2009
-
[8]
Bohman and P
T. Bohman and P. Keevash, Dynamic concentration of the triangle-free process,Random Structures Algorithms,58(2021), 221–293
2021
-
[9]
Bradaˇ c, Nearly tight exponents for off-diagonal Ramsey numbers, arXiv:2605.28793
D. Bradaˇ c, Nearly tight exponents for off-diagonal Ramsey numbers, arXiv:2605.28793
-
[10]
Campos, S
M. Campos, S. Griffiths, R. Morris and J. Sahasrabudhe, An exponential improvement for diagonal Ramsey,Ann. Math.,203(2026), 869–932
2026
-
[11]
M. Campos, M. Jenssen, M. Michelen and J. Sahasrabudhe, A new lower bound for the Ramsey numbers R(3, k), arXiv:2505.13371
-
[12]
M. Campos, M. Jenssen, M. Michelen, F. Pfender and J. Sahasrabudhe, A polynomial improvement for the odd cycle-complete Ramsey numbers, arXiv:2511.10641
-
[13]
Dudek and D
A. Dudek and D. Mubayi, On generalized Ramsey numbers for 3-uniform hypergraphs,J. Graph Theory, 76(2014), 217–223
2014
-
[14]
Dudek and V
A. Dudek and V. R¨ odl, OnKs-free subgraphs inK s+k-free graphs and vertex Folkman numbers,Com- binatorica,31(2011), 39–53
2011
-
[15]
Dudek, T
A. Dudek, T. Retter and V. R¨ odl, On generalized Ramsey numbers of Erd˝ os and Rogers,J. Combin. Theory Ser. B,109(2014), 213–227
2014
-
[16]
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
1947
-
[17]
Erd˝ os, Graph theory and probability,Canad
P. Erd˝ os, Graph theory and probability,Canad. J. Math.,11(1959), 34–38
1959
-
[18]
Erd˝ os, Graph theory and probability II,Canad
P. Erd˝ os, Graph theory and probability II,Canad. J. Math.,13(1961), 346–352
1961
-
[19]
Erd˝ os, P
P. Erd˝ os, P. Frankl and V. R¨ odl, The asymptotic number of graphs not containing a fixed subgraph and a problem for hypergraphs having no exponent,Graphs Combin.,2(1986), 113–121
1986
-
[20]
Erd˝ os and C.A
P. Erd˝ os and C.A. Rogers, The construction of certain graphs,Canad. J. Math.,14(1962), 702–707
1962
-
[21]
Erd˝ os and G
P. Erd˝ os and G. Szekeres, A combinatorial problem in geometry,Compositio Math.,2(1935), 463–470
1935
-
[22]
Fiz Pontiveros, S
G. Fiz Pontiveros, S. Griffiths and R. Morris, The triangle-free process and the Ramsey numberR(3, k), Mem. Amer. Math. Soc.,263(2020), v+125. 21
2020
-
[23]
Fox and B
J. Fox and B. Sudakov, Dependent random choice,Random Structures Algorithms,38(2011), 68–99
2011
-
[24]
Gishboliner, O
L. Gishboliner, O. Janzer and B. Sudakov, Induced subgraphs ofK r-free graphs and the Erd˝ os–Rogers problem,Combinatorica,45(2025), Article 23
2025
-
[25]
Gowers and O
W.T. Gowers and O. Janzer, Improved bounds for the Erd˝ os–Rogers function,Adv. Combin.,2020 (2020), Paper No. 3, 27pp
2020
- [26]
-
[27]
Janzer and B
O. Janzer and B. Sudakov, Improved bounds for the Erd˝ os–Rogers (s, s+2)-problem,Random Structures Algorithms,66(2025), e21280
2025
-
[28]
Joret, P
G. Joret, P. Micek, B. Reed and M. Smid, Tight bounds on the clique chromatic number,Electron. J. Combin.,28(2021), #P3.51
2021
-
[29]
Kim, The Ramsey numberR(3, t) has order of magnitudet 2/logt,Random Structures Algorithms, 7(1995), 173–207
J.H. Kim, The Ramsey numberR(3, t) has order of magnitudet 2/logt,Random Structures Algorithms, 7(1995), 173–207
1995
-
[30]
Krivelevich,K s-free graphs without largeK r-free subgraphs,Combin
M. Krivelevich,K s-free graphs without largeK r-free subgraphs,Combin. Probab. Comput.,3(1994), 349–354
1994
-
[31]
Krivelevich, Bounding Ramsey numbers through large deviation inequalities,Random Structures Algorithms,7(1995), 145–155
M. Krivelevich, Bounding Ramsey numbers through large deviation inequalities,Random Structures Algorithms,7(1995), 145–155
1995
-
[32]
Mattheus and J
S. Mattheus and J. Verstra¨ ete, The asymptotics ofr(4, t),Ann. Math.,199(2024), 919–941
2024
-
[33]
Molloy, The list chromatic number of graphs with small clique number,J
M. Molloy, The list chromatic number of graphs with small clique number,J. Combin. Theory Ser. B, 134(2019), 264–284
2019
-
[34]
R. Morris, Some recent results in Ramsey theory, to appear inProceedings of the International Congress of Mathematicians, Philadelphia, 2026, arXiv:2601.05221
arXiv 2026
-
[35]
D. Mubayi and J. Verstra¨ ete, Erd˝ os–Rogers functions for arbitrary pairs of graphs, arXiv:2407.03121
-
[36]
Mubayi and J
D. Mubayi and J. Verstra¨ ete, On the order of the classical Erd˝ os–Rogers functions,Bull. London Math. Soc.,57(2025), 582–598
2025
-
[37]
Ramsey, On a problem of formal logic,Proc
F.P. Ramsey, On a problem of formal logic,Proc. London Math. Soc.,30(1930), 264–286
1930
-
[38]
Shearer, A note on the independence number of triangle-free graphs,Discrete Math.,46(1983), 83–87
J.B. Shearer, A note on the independence number of triangle-free graphs,Discrete Math.,46(1983), 83–87
1983
-
[39]
Shearer, On the independence number of sparse graphs,Random Structures Algorithms,7(1995), 269–271
J.B. Shearer, On the independence number of sparse graphs,Random Structures Algorithms,7(1995), 269–271
1995
-
[40]
Sudakov, A new lower bound for a Ramsey-type problem,Combinatorica,25(2005), 487–498
B. Sudakov, A new lower bound for a Ramsey-type problem,Combinatorica,25(2005), 487–498
2005
-
[41]
Sudakov, LargeK r-free subgraphs inK s-free graphs and some other Ramsey-type problems,Random Structures Algorithms,26(2005), 253–265
B. Sudakov, LargeK r-free subgraphs inK s-free graphs and some other Ramsey-type problems,Random Structures Algorithms,26(2005), 253–265
2005
-
[42]
Verstra¨ ete, Recent Progress in Ramsey Theory, in: G.O.H
J. Verstra¨ ete, Recent Progress in Ramsey Theory, in: G.O.H. Katona, B. Patk´ os and C. Tompkins (eds.),Sum(m)it280: Surveys in Extremal Combinatorics and Combinatorial Geometry, Bolyai Society Mathematical Studies, vol. 32, pp. 413–435, Springer, Cham, 2026
2026
-
[43]
Wolfovitz,K 4-free graphs without large induced triangle-free subgraphs,Combinatorica,33(2013), 623–631
G. Wolfovitz,K 4-free graphs without large induced triangle-free subgraphs,Combinatorica,33(2013), 623–631. IMPA, Estrada Dona Castorina 110, Jardim Botˆanico, Rio de Janeiro, 22460-320, Brasil Email address:rob@impa.br Department of Pure Mathematics and Mathematical Statistics, Wilberforce Road, Cam- bridge, CB3 0W A, UK Email address:jdrs2@cam.ac.uk Dep...
2013
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