The source retains rooted-deck and broad polar routes into the weighted recurrence, while keeping decorated-spine termination, owner synchronization, near-boundary polar states, legacy depth, and exact-threshold certification open.
Route status · Active routeExtremal graph theory · induced subgraphs · Ramsey-type homogeneous sets
Erdős–Hajnal Conjecture
Collaboration betaIf a large graph avoids one fixed induced pattern, must it contain a clique or independent set whose size is a fixed positive power of the number of vertices? The general conjecture remains open.

Research problem
Exact mathematical statement
For a finite graph G, write . For every finite graph , the Erdős–Hajnal conjecture asks whether there exists such that every -vertex induced--free graph satisfies
Problem infographic
Problem at a glance

Current mathematical picture
Where work on Erdős–Hajnal Conjecture stands
The source reports selector-safe conditional routes into the retained recurrence and a refined seven-part frontier. The full conjecture and exact-threshold foundation remain unproved and independently uncertified.
The source's ten-item ledger records the controlling failures and warns that the unarchived nine-vertex computation is not exact evidence. The source keeps a conditional weighted-conflict and frozen-block architecture viable only if the m-way collar, Bregman comparison, critical-floor selection, and later globalization all survive audit.
Route status · Eliminated routeThe governing source states the standard polynomial lower bound for the maximum of clique number and independence number in every induced-H-free graph.
Evidence posture · Source-reported route statement · dependencies incompleteIndependently rebuild: - the critical obstruction and quantifier order; - full support, atom cap, and primeness; - exact substitution and modular maximum; - cleanup with its correct additive defect; - pair and block switch-response identities; - the threshold entropy/Gibbs collar; - and the final conversion to an ordinary Erdős–Hajnal exponent.
Task status · Ready to work onThe v57 source reports selector-safe rooted-deck and polar routes into the retained recurrence while keeping every endpoint conditional.
v57 source revision order; not a claim of occurrence timeWork mapped so far
Erdős–Hajnal Conjecture in numbers
- Argument development
- 20,725 · 86%
- Explored or eliminated routes
- 687 · 3%
- Computational analysis
- 607 · 3%
- Open obligations
- 851 · 4%
- Definitions and setup
- 1,237 · 5%
How this is measured
This measures retained mathematical investigation, not proximity to a proof. Code, data, logs, repeated text, operational instructions, and generated presentation copy are excluded.
Recommended next task
WO57-F — exact-threshold certification
Independently rebuild: - the critical obstruction and quantifier order; - full support, atom cap, and primeness; - exact substitution and modular maximum; - cleanup with its correct additive defect; - pair and block switch-response identities; - the threshold entropy/Gibbs collar; - and the final conversion to an ordinary Erdős–Hajnal exponent.
Suggested move: Independently rebuild: - the critical obstruction and quantifier order; - full support, atom cap, and primeness; - exact substitution and modular maximum; - cleanup with its correct additive defect; - pair and block switch-response identities; - the threshold entropy/Gibbs collar; - and the final conversion to an ordinary Erdős–Hajnal exponent.
What would count as progress
- Supply an exact source-independent argument or scoped counterexample with every imported premise identified.
- Survive a separate mathematical review of statement scope and dependency closure.
Argument map and routes
How the current approaches connect
Claims, reductions, open questions, active routes, and narrowed alternatives in one mathematical map.
Visible working map
Research route map
Selected claims, active routes, useful failures, and open questions from the current research map. Arrows appear only for explicitly recorded relationships.
Scroll horizontally to explore the route
Working overview, not proof. The map shows selected recorded relationships; more nodes or edges do not establish correctness or completion.
The source retains rooted-deck and broad polar routes into the weighted recurrence, while keeping decorated-spine termination, owner synchronization, near-boundary polar states, legacy depth, and exact-threshold certification open.
Route status · Active routeExplored alternatives
Other routes
The source's ten-item ledger records the controlling failures and warns that the unarchived nine-vertex computation is not exact evidence. The source keeps a conditional weighted-conflict and frozen-block architecture viable only if the m-way collar, Bregman comparison, critical-floor selection, and later globalization all survive audit.
Route status · Eliminated routeRoute statements and reductions
Statements the next route can inspect and build on
The source reports that the rooted physical-deck non-depth route and a broad dual-core polar range feed actual selector-pair families into the retained weighted recurrence; endpoints remain a global module or one of two unresolved spines.
Source-reported route statement · dependencies incompleteA complete proof still requires new terminal or synchronization theorems for decorated spines, near-boundary polar states, charged owner data, legacy depth states, or a materially different route.
Source-reported route statement · dependencies incompleteUnder the source's explicit actual-selector, band, and compatibility hypotheses, the retained pair family obeys the stated cap with the source's properness and response-domain guards and can enter the v55 recurrence through Corollary 628.2.
Source-reported route statement · dependencies incompleteWhen the source's additive Xi_R boundary holds, the second pair-word class dominates the shallow exceptional mass and can be band-selected into the selector bridge; the near-boundary range remains open.
Source-reported route statement · dependencies incompleteUnder the source's same-cell fixed-word reservoir and arbitrary nonnegative target-weight hypotheses, a common-port or weighted low-multiplicity charged-template alternative preserves the selected objective; owner-role synchronization remains unresolved.
Source-reported route statement · dependencies incompleteThe source's two-P3-fiber construction is induced-P4-free despite a fixed deep-deep cross block, so a terminal argument must retain one of the listed ambient resources.
Source-reported route statement · dependencies incompleteMore ways to contribute
Open questions
Additional prepared tasks for exploring this research frontier.
Independently rebuild: - the critical obstruction and quantifier order; - full support, atom cap, and primeness; - exact substitution and modular maximum; - cleanup with its correct additive defect; - pair and block switch-response identities; - the threshold entropy/Gibbs collar; - and the final conversion to an ordinary Erdős–Hajnal exponent.
Suggested move: Independently rebuild: - the critical obstruction and quantifier order; - full support, atom cap, and primeness; - exact substitution and modular maximum; - cleanup with its correct additive defect; - pair and block switch-response identities; - the threshold entropy/Gibbs collar; - and the final conversion to an ordinary Erdős–Hajnal exponent.Use the actual selector, repeated shallow state, canonical binary fibers, synchronized failed coordinate, inherited frame data where available, and sharp response (617.5) to force an induced H, a global module, simultaneous cleanup overflow, or a proper block whose exact objective reaches the threshold.
H, a global module, simultaneous cleanup overflow, or a proper block whose exact objective reaches the threshold.Apply full-word coordinate export to several ordered shallow/deep pairs while retaining all destroyers and owner labels. Do not treat the perfect split graph itself as contradictory.
Suggested move: Apply full-word coordinate export to several ordered shallow/deep pairs while retaining all destroyers and owner labels. Do not treat the perfect split graph itself as contradictory.Use the exact parameter Xi_R in (632.5). The unresolved range is concentrated near or above the boundary where the second pair-word class no longer dominates the global shallow exceptional mass. Preserve the actual stopping times in (630.1), not only the worst-case horizon.
Xi_R in (632.5). The unresolved range is concentrated near or above the boundary where the second pair-word class no longer dominates the global shallow exceptional mass. Preserve the actual stopping times in (630.1), not only the worst-case horizon.The direct rooted-deck bypass does not close every state in Section 581.1 or the independent fixed-activator route. Seek one monotone depth potential, a physical-record transport theorem, or a route change that does not require repeatedly moving designated supports.
Suggested move: The direct rooted-deck bypass does not close every state in Section 581.1 or the independent fixed-activator route. Seek one monotone depth potential, a physical-record transport theorem, or a route change that does not require repeatedly moving designated supports.Start from Theorem 633.1. Prove one of: - one common owner pair; - one common owner role; - a second physical selector coordinate; - a balanced-cut synchronization via (634.3); - a proper-pattern-rich owner family; - or shared module cleanup exceeding the retained target objective. Do not divide by the total number of possible owner pairs.
Suggested move: Start from Theorem 633.1. Prove one of: - one common owner pair; - one common owner role; - a second physical selector coordinate; - a balanced-cut synchronization via (634.3); - a proper-pattern-rich owner family; - or shared module cleanup exceeding the retained target objective. Do not divide by the total number of possible owner pairs.Keep alternatives live: common-cleanup modular aggregation, strict common-information/KKT compression, context-robust optimizer localization, an unweighted blockade theorem informed by the deep state, or a new potential penalizing shallow structural records.
Suggested move: Keep alternatives live: common-cleanup modular aggregation, strict common-information/KKT compression, context-robust optimizer localization, an unweighted blockade theorem informed by the deep state, or a new potential penalizing shallow structural records.Sourced mathematical context
The known mathematical landscape
What the literature has established
Selected external milestones in reverse chronological order, with their evidence posture.
PreprintThe E-graph preprint establishes a broader structured family of cases; it is preprint evidence for a special-case advance, not a general proof.[5] Peer reviewedThe official Oxford record reports the remaining five-vertex case, completing the conjecture for every H with at most five vertices, not for general H.[4] Peer reviewedThe induced five-cycle case was proved, closing one prominent five-vertex special case without resolving arbitrary fixed H.[3] Peer reviewedChudnovsky surveyed the conjecture, its equivalent formulations, and known special cases while recording the general problem as open.[2]
Mathematical neighborhood
Related results and reusable starting points
Peer-reviewed results now cover every graph H with at most five vertices. This finite classification does not imply the conjecture for arbitrary fixed H.
[3][4]A 2026 preprint proves the property for a structured graph family, while retaining the general conjecture as open.
[5]Formalization opportunities
Lean work can make these reusable foundations precise without being presented as a proof of the core problem.
- Formalization targetA formal statement fixing induced-H-freeness and the dependence of the exponent delta_H on H.
- Formalization targetFormal graph-theoretic infrastructure for clique number, independence number, induced subgraphs, and asymptotic polynomial bounds.
- Formalization targetA checked proof of the general every-fixed-H statement; special-case formalizations would not suffice.
Later mathematical changes
What changed after the initial research map
Later recorded revisions that changed the mathematics, without inventing a date or an AI attribution.
Changed the research frontierLater mathematical revision
Changed the research frontierLater mathematical revision
Changed the research frontierLater mathematical revision
The initial argument structure appears separately. Uploads, model runs, and presentation changes do not count as mathematical updates.
Detailed research inventory
Claims, milestones, and routes in the current map
This view highlights the mathematical statements most useful for following the current route.
- equivalence
1 of 12 1 - theorem candidate
1 of 12 1 - reduction
4 of 12 4 - lemma
4 of 12 4 - negative result
1 of 12 1 - counterexample
1 of 12 1
v57 conditional research mapThe unchanged conjecture, selector-safe conditional reductions, bare-matrix limitation, and seven unresolved work orders represented in the v57 recorded overview.27 displayed rows · 1 route included
- retained route statementErdős–Hajnal conjecture remains the open target
- retained route statementExact polynomial homogeneous-set targetintermediate
- retained route statementv57 conditional recurrence reductionintermediate
- retained route statementv57 terminal frontierintermediate
- retained route statementFull conjecture remains unprovedintermediate
- retained route statementRooted-deck and polar conditional chainintermediate
- retained route statementAudited v57 conditional ingredientsintermediate
- retained route statementFixed-bit selector-pairing bridgeintermediate
- retained route statementTwo-sign stopping-time objective ledgerintermediate
- retained route statementAdditive polar absorption criterionintermediate
- retained route statementObjective-preserving dominant-reservoir amplifierintermediate
- retained route statementBare matrix is not a terminal theoremintermediate
- Recorded relationshipThis source-reported relation remains in the current research map only within the v57 conditional scope and does not prove its target.supports · reported by source
- Recorded relationshipThis source-reported relation remains in the current research map only within the v57 conditional scope and does not prove its target.supports · reported by source
- Recorded relationshipThis source-reported relation remains in the current research map only within the v57 conditional scope and does not prove its target.supports · reported by source
- Recorded relationshipThis source-reported relation remains in the current research map only within the v57 conditional scope and does not prove its target.supports · reported by source
- Recorded relationshipThis source-reported relation remains in the current research map only within the v57 conditional scope and does not prove its target.supports · reported by source
- DerivationThe source combines the selector bridge, exact two-sign scheduling, additive polar absorption, and objective-preserving reservoir dichotomy to re-enter the retained recurrence on stated conditional branches.active reported
- Useful failureTreating a fixed cross matrix or perfect split spine as a terminal contradiction by itself.reported failure
- Research targetWO57-A — decorated shallow-spine terminationopen
- Research targetWO57-B — ordered diagonal split-spine terminationopen
- Research targetWO57-C — objective-preserving charged-deck synchronizationopen
- Research targetWO57-D — near-boundary polar analysisopen
- Research targetWO57-E — legacy depth and fixed-activator statesopen
- Research targetWO57-F — exact-threshold certificationopen
- Research targetWO57-G — route-change searchopen
- Active routeSelector-safe recurrence routes with unresolved ambient terminationThe source retains rooted-deck and broad polar routes into the weighted recurrence, while keeping decorated-spine termination, owner synchronization, near-boundary polar states, legacy depth, and exact-threshold certification open.
How to interpret these counts
A statement may be a lemma, conditional reduction, special case, documented limitation, or open target. These counts describe the work's structure; they do not estimate distance to a proof.
Research outlook
Conditions that would advance the current route
The retained predecessor route is eliminated. This displayed task is one current priority among seven open work orders, not the sole remaining step.
A result can change the outlook by closing the bridge, narrowing its scope, or showing that the route cannot work.
- Supply an exact source-independent argument or scoped counterexample with every imported premise identified.
- Survive a separate mathematical review of statement scope and dependency closure.
Continue the mathematics
Contribute
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Erdős–Hajnal Conjecture · ready to start
Receive an update when a route advances, an obstacle is clarified, or new evidence changes the mathematical picture.
If a large graph avoids one fixed induced pattern, must it contain a clique or independent set whose size is a fixed positive power of the number of vertices? The general conjecture remains open.
- Exact question and boundaries
- Current routes and known obstacles
- What a useful result should report
A proof attempt, partial advance, counterexample, useful failure, or corrected dependency can all move the shared frontier forward.
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Sources and references6 cited works · next context review by Nov 14, 2026
The mathematical context was checked on Aug 14, 2026. Status can be refreshed sooner after a material result or claim.
- 1Ramsey-type theoremsoriginal source · Paul Erdős, András Hajnal · Discrete Applied Mathematics 25 · 1989 · DOI 10.1016/0166-218X(89)90045-0 · accessed Aug 14, 2026
- 2The Erdős–Hajnal Conjecture—A Surveysurvey or monograph · Maria Chudnovsky · Journal of Graph Theory 75 · 2014 · DOI 10.1002/jgt.21730 · accessed Aug 14, 2026
- 3Erdős–Hajnal for graphs with no 5-holepeer reviewed result · Maria Chudnovsky, Alex Scott, Paul Seymour, Sophie Spirkl · Proceedings of the London Mathematical Society 126 · 2023 · DOI 10.1112/plms.12504 · accessed Aug 14, 2026
- 4Induced subgraphs of graphs with large chromatic number. XIII. New broomspeer reviewed result · Tung Nguyen, Alex Scott, Paul Seymour · Proceedings of the London Mathematical Society · 2026 · DOI 10.1112/plms.70133 · accessed Aug 14, 2026
- 5The Erdős–Hajnal conjecture for E-graphspreprint · Jacob Fox, Tung Nguyen, Alex Scott, Paul Seymour · arXiv · 2026 · ARXIV 2606.06258 · accessed Aug 14, 2026
- 6Problem 61maintained problem list · Erdős Problems · accessed Aug 14, 2026
Important qualifications
- The bounded pass covered original bibliographic identity, current open status, representative peer-reviewed special cases, a current preprint, and maintained problem-list recognition; it was not an exhaustive bibliography or priority review.
- The private packet and its URLs were not used as external authority. No submitted URL or attachment was fetched, executed, compiled, or rendered.
- No formal statement or proof of the full conjecture was identified in the bounded official-library search; absence from this search is not proof of absence.
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