Exact moments, fixed deficit, and the minimal-counterexample transversal hierarchy become simultaneous constraints.
Evidence posture · Reported resultExtremal combinatorics · graph coloring · intersecting set systems
Stahl’s Multichromatic Kneser-Graph Conjecture
Collaboration betaWhen every k-subset of [n] receives s colors and disjoint subsets receive disjoint palettes, Stahl’s conjecture gives the exact minimum total number of colors.
Known results and sources
Research problem
Exact mathematical statement
Let be the graph whose vertices are the -subsets of , with two vertices adjacent exactly when the subsets are disjoint. Let be the least number of colors in an -fold coloring, where every vertex receives an -element palette and adjacent vertices receive disjoint palettes. For , write with and . Stahl’s conjecture is
Equivalently,
Problem infographic
Problem at a glance

Current mathematical picture
Where work on Stahl’s Multichromatic Kneser-Graph Conjecture stands
The current work gives two exact reformulations of Stahl’s conjecture, derives exact residual-design identities and local constraints, proves the shadow-localization range and all cases with k at most 3, reproduces two finite trace calculations, and reduces the first unresolved residual layer to a dense five-color partition problem. It also records sharp limits of scalar, coordinatewise, single-crown, topological, and unrestricted peeling routes. The general conjecture remains open, and the separate (11,4,45) result remains an uncertified candidate.
Exploit the five-way partition, completeness, monochromatic face, middle band, and codimension-two link budget simultaneously.
Route status · Active routeRefuted by a nine-color 3-fold KG(5,2) example; threshold-specific or local-layer variants remain possible.
Route status · Refuted routeOne-extra-color localization is proved, and the concentrated and split Z=2 cases are expressed with their exact common shadow-and-slack budget.
Evidence posture · Reported reductionThe current work derives Stahl’s formula for r(n−2k)≤k and, separately, for every multiplicity with k≤3.
Evidence posture · Reported special caseThe reproduced trace-capacity calculation records 80 eliminated high-defect profiles for (n,k)=(12,5), including Z=9 profiles (9) and (8,1); the separate diversity-shadow argument eliminates Z=11.
Evidence posture · Computation reproduced · provisional · dependencies incompleteRule out every complete five-class partition of the k-subsets of [2k+1] satisfying the monochromatic-face, middle-band, link-shadow, completeness, and transversal constraints.
Task status · Ready to work onWe corrected the cited passages. We removed a duplicate or outdated task or route step. We updated the highlighted open task or route. The mathematical claims and their status did not change.
Reader-facing record corrected; mathematics unchangedWork mapped so far
Stahl’s Multichromatic Kneser-Graph Conjecture in numbers
- Argument development
- 1,434 · 85%
- Explored or eliminated routes
- 63 · 4%
- Computational analysis
- 35 · 2%
- Open obligations
- 41 · 2%
- Definitions and setup
- 117 · 7%
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
Prove the dense partition-aware shadow theorem
Rule out every complete five-class partition of the k-subsets of [2k+1] satisfying the monochromatic-face, middle-band, link-shadow, completeness, and transversal constraints.
Suggested move: Double-count (k−2)-shadow multiplicities by intersection layer with the monochromatic face while keeping the partition and completeness data.
What would count as progress
- Prove that no partition satisfying all seven conditions in Section 11.12 exists.
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.
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Working overview, not proof. The map shows selected recorded relationships; more nodes or edges do not establish correctness or completion.
Exploit the five-way partition, completeness, monochromatic face, middle band, and codimension-two link budget simultaneously.
Route status · Active routeCharge the four required units of blocker chromatic excess against the exact Z=2 shadow-and-saturation-slack budget.
Route status · Active routeReplace independent point-column optimization with whole-row trace-vector structure near Hilton–Milner equality.
Route status · Active routeCoordinate center–exception pairs, exact moments, and higher-rank transversal capacities for the low-diversity branch.
Route status · Active routeA point-increment localization theorem would induct on defect weight, while weighted Schrijver would prove the residual lower bound in one step.
Route status · Active routeExplored alternatives
Other routes
The selector branch survives only through several crowns or another configuration whose exact defect-slot colors cannot be globally reused.
Route status · Narrowed routeUse the fibre-palette covering and leakage laws; concentrated defect is routed to localization, while distributed defect still needs diversity and leakage coupling.
Route status · Narrowed routeRecover the missing definitions, correct the checker, emit certificates, and independently reimplement the finite candidate before treating it as established.
Route status · Route held in reserveBrowse 8 more explored routes
Useful for broad elimination and k≤3, but too weak as an independent-family bound in the first unresolved k≥4 cases.
Route status · Useful but insufficientUseful as a finite relaxation, but it ignores the common family rows required by a genuine trace matrix.
Route status · Useful but insufficientThe earlier σ=0 conclusion used an unjustified promotion from residual-list maximality to global maximality.
Route status · Not yet justifiedThe exact perfect-graph calculation exposes genuine tail capacity, so one crown cannot close distributed defect.
Route status · Useful but insufficientRefuted by a nine-color 3-fold KG(5,2) example; threshold-specific or local-layer variants remain possible.
Route status · Refuted routeBase Kneser-color forcing does not yield one distinct color per defect slot at one common core.
Route status · Useful but insufficientThe unsymmetrized formulation stalled under color symmetry; orbit-, trace-, blocker-, or palette-level symmetry breaking is the retained computational direction.
Route status · Route held in reserveRecolored vertices can split among several retained colors, so one removed color may create several localized colors.
Route status · Eliminated routeRoute statements and reductions
Statements the next route can inspect and build on
An exact residual design is equivalent to a coloring of H_z with at most d+Z−1 colors; Stahl’s lower bound becomes χ(H_z)≥d+Z.
Source-reported route statement · dependencies incompleteStahl’s conjecture is equivalent to the threshold statement that every s-fold coloring of KG(m,k) has a (k−1)-set B whose disjoint-side palette union has size at least s+(m−2k+1)⌈s/k⌉.
Source-reported route statement · dependencies incompleteIn a minimal exact residual counterexample, every h-set X with 1≤h≤n−2k transverses at most h+z(X)−1 residual families.
Source-reported route statement · dependencies incompleteEvery exact residual design satisfies a lower bound on the sum of family diversities that separates balanced and nonbalanced center vectors and can force an extra deficit beyond formal Hilton–Milner equality.
Source-reported route statement · dependencies incompleteThe reproduced trace-capacity calculation records 80 eliminated high-defect profiles for (n,k)=(12,5), including Z=9 profiles (9) and (8,1); the separate diversity-shadow argument eliminates Z=11.
Computation reproduced · provisional · dependencies incompleteThe concentrated and split Z=2 trace systems have different pointwise multiplicities but the same exact total shadow-and-saturation-slack budget; in the concentrated case every core transverses at least three classes, not necessarily exactly three.
Source-reported route statement · dependencies incompleteAt m=2k+1, a hypothetical concentrated Z=2 obstruction yields a complete five-color partition with a monochromatic (k+1)-face, at least two middle-band-only classes, at most two colors in every (k−2)-link, and at least three transversal classes at every (k−1)-core.
Source-reported route statement · dependencies incompleteMore ways to contribute
Open questions
Additional prepared tasks for exploring this research frontier.
Rule out every complete five-class partition of the k-subsets of [2k+1] satisfying the monochromatic-face, middle-band, link-shadow, completeness, and transversal constraints.
Suggested move: Double-count (k−2)-shadow multiplicities by intersection layer with the monochromatic face while keeping the partition and completeness data.Show that the near-Hilton–Milner residual families required by the fixed deficit cannot fit all pair, center, exception, and higher-rank transversal capacities.
Suggested move: Combine center–exception pair packing with exact point moments and known Hilton–Milner trace vectors.Establish weighted palette drop, hereditary star-localization, or weighted Schrijver in a form that certifies globally distinct defect-slot colors.
Suggested move: Start with the threshold local-layer increment or a point-increment theorem for H_z.Bound disjoint-shadow excess in terms of blocker chromatic excess strongly enough that four units of blocker excess exceed the exact shadow-and-slack budget.
Suggested move: Establish a sharp single-family or partition-level inequality for ε(𝓗) versus r(𝓗)−1 that retains saturation slack.Characterize or majorize whole family trace vectors near Hilton–Milner equality, then combine row equations, column equations, and pair capacities.
Suggested move: Classify the first several deficit levels by complete trace vector rather than optimize coordinates independently.Find several selector crowns whose remainder tails cannot hide or globally reuse all distributed defect units.
Suggested move: Treat the exact single-crown formula as the base constraint and coordinate multiple matched crowns.Recover or redefine the equality families and tuple convention, correct the endpoint assertion, emit explicit certificates, and independently reimplement the checker.
Suggested move: Recover the original verifier and missing definitions before rerunning with assertions enabled and without -DNDEBUG.Sourced mathematical context
The known mathematical landscape
The conjectured formula remains open in general. The literature records complete proofs for several parameter families and additional residue ranges, but the 2024 notes continue to treat the general formula as a conjecture.
[1]What the literature has established
Selected external milestones in reverse chronological order, with their evidence posture.
PreprintVan den Heuvel and Xu develop new results for multicolouring transfer questions and give simpler proofs of several known cases of Stahl's conjecture.[1] Peer reviewedOsztenyi proves the formula when 2n<m<3n and 0<=r<n/(m-2n) for tuple multiplicity nq-r.[3] Peer reviewedKincses, Makay, Maroti, Osztenyi, and Zadori prove the special case corresponding to m=10 and n=4 for all multiplicities.[4] Peer reviewedStahl's later work completes the conjecture for Kneser-graph set-size parameters n=2 and n=3 and for ground-set size m=2n+1.[3]
Mathematical neighborhood
Related results and reusable starting points
The tuple-multiplicity-one case is the chromatic-number formula for Kneser graphs proved by Lovasz.
[3]An s-tuple colouring with t colours is a graph homomorphism into a Kneser graph, so the conjecture can be phrased as a homomorphism nonexistence problem.
[1]A published result shows that Stahl's conjecture would imply an asymptotic upper bound of 1/2+epsilon for the normalized chromatic loss under categorical graph products.
[5]Research-record corrections
What changed in the research record
These notes describe corrections to cited passages, highlighted tasks, or connections between claims. The mathematical claims and their status did not change.
Corrected the research recordCorrection note
Corrected the research recordCorrection note
The initial argument structure appears separately. Uploads, model runs, and presentation changes do not count as mathematical updates.
How the route was assembled
Argument structure
These stages follow the mathematical order of the supplied argument.
Browse all 10 mapped stages
- stage 1Exact statement and explicit upper bound
- stage 2Two exact full-conjecture reductions
- stage 3Exact residual invariants and transversals
- stage 4Canonical residual structure forces Z≥2
- stage 5Shadow range and k≤3 cases
- stage 6Trace-capacity calculations reproduced
- stage 7Single-crown route sharply limited
- stage 8LC₁ and exact Z=2 systems
- stage 9Dense LC₂ frontier isolated
- stage 10Finite (11,4,45) candidate held uncertified
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Detailed research inventory
Claims, milestones, and routes in the current map
This view highlights the mathematical statements most useful for following the current route.
- theorem candidate
2 of 19 2 - lemma
10 of 19 10 - equivalence
3 of 19 3 - computational claim
1 of 19 1 - negative result
1 of 19 1 - reduction
2 of 19 2
- Original computation rerun2
Conjecture and exact reductionsThe exact statement, explicit upper construction, residual-design normalization, weighted blow-up, and threshold-localization equivalence.6 displayed rows · 1 route included
- retained route statementStahl’s multichromatic Kneser-graph conjecture
- retained route statementExplicit upper construction
- retained route statementExact residual-design equivalence
- retained route statementWeighted Kneser blow-up formulation
- retained route statementThreshold-localization equivalence
- Active routeHereditary weighted localization or weighted SchrijverA point-increment localization theorem would induct on defect weight, while weighted Schrijver would prove the residual lower bound in one step.
Exact residual structureExact moments, minimal-counterexample transversal bounds, and canonical residual-list maxima.6 displayed rows · 1 route included
- retained route statementExact residual moment hierarchyconditional
- retained route statementRank-by-rank transversal hierarchyconditional
- retained route statementAt least d+1 residual-list maximaconditional
- DerivationSum the exact pointwise residual equation over all k-sets containing a fixed subset R; specializing R gives total and point moments, and subtracting from pα fixes the total EKR deficit.active reported
- DerivationUncross cross-intersecting residual pairs under the quadratic potential, assign vertices to hypothetical d maxima, and use Chen’s matched crown to contradict the available Z−1 subordinate slots.active reported
- Active routeCapacitated Hilton–Milner packingCoordinate center–exception pairs, exact moments, and higher-rank transversal capacities for the low-diversity branch.
Source-reported solved rangesThe shadow-localization inequality and the completed k≤3 family, both still recorded as provisional narrative results.3 displayed rows · 1 route included
- retained route statementShadow-localization solved range
- retained route statementAll cases with k at most 3special case
- Useful but insufficientScalar Hilton–Milner aloneUseful for broad elimination and k≤3, but too weak as an independent-family bound in the first unresolved k≥4 cases.
Diversity and trace programAggregate diversity, exact trace capacity, reproduced finite calculations, and the coupled-vector obligation.7 displayed rows · 2 routes included
- retained route statementAggregate diversity lower boundconditional
- retained route statementTrace-capacity exclusions for (12,5)computational
- ComputationRerun of the mounted (12,5) trace-loss verification script under Python 3.13.5.The rerun exited successfully and reproduced the mounted log byte-for-byte; the loss-only relaxation contradicts concentrated Z=10 and Z=11 and the tested z_x=10, Z=11 case, but not concentrated Z=9. · reproduced same implementation
- ComputationRerun of the mounted (12,5) trace-capacity verification script under Python 3.13.5.The rerun reproduced the mounted log byte-for-byte and records 80 eliminated high-defect partitions, including Z=9 profiles (9) and (8,1). · reproduced same implementation
- Research targetDevelop coupled trace-vector stabilityopen
- Active routeCoupled trace-vector stabilityReplace independent point-column optimization with whole-row trace-vector structure near Hilton–Milner equality.
- Useful but insufficientIndependent trace-column optimizationUseful as a finite relaxation, but it ignores the common family rows required by a genuine trace matrix.
Selector dichotomyExact single-crown capacity, its genuine limitation, and the distinct selector-free localization route.7 displayed rows · 3 routes included
- retained route statementExact weighted Chen-crown capacityconditional
- retained route statementOne crown cannot charge distributed defectintermediate
- retained route statementConcentrated defect reduces to ordinary localizationconditional
- Research targetProve multi-crown incompatibilityopen
- Narrowed routeMulti-crown incompatibilityThe selector branch survives only through several crowns or another configuration whose exact defect-slot colors cannot be globally reused.
- Narrowed routeSelector-free palette coveringUse the fibre-palette covering and leakage laws; concentrated defect is routed to localization, while distributed defect still needs diversity and leakage coupling.
- Useful but insufficientSingle Chen crownThe exact perfect-graph calculation exposes genuine tail capacity, so one crown cannot close distributed defect.
Z=2 and dense LC₂ frontierLC₁, exact shadow-and-slack systems, the five-color dense reduction, and the two immediate closing obligations.9 displayed rows · 4 routes included
- retained route statementOne-extra-color localization
- retained route statementExact Z=2 shadow-and-slack systemsconditional
- retained route statementDense LC₂ five-color normal formconditional
- Research targetProve the dense partition-aware shadow theoremopen
- Research targetRelate blocker complexity to shadow costopen
- Active routeDense partition-aware shadowExploit the five-way partition, completeness, monochromatic face, middle band, and codimension-two link budget simultaneously.
- Active routeBlocker complexity versus shadow costCharge the four required units of blocker chromatic excess against the exact Z=2 shadow-and-saturation-slack budget.
- Not yet justifiedExact triple transversalityThe earlier σ=0 conclusion used an unjustified promotion from residual-list maximality to global maximality.
- Eliminated routeNaive LC₁ iterationRecolored vertices can split among several retained colors, so one removed color may create several localized colors.
Separate finite candidateThe challenged (11,4,45) claim, its failed partial verifier, and the explicit recovery and independent-check obligation.5 displayed rows · 1 route included
- retained route statementCandidate χ₄₅(KG(11,4))=126special case
- ChallengeThe integrated verifier stopped in the e=2 matching checker because a generic helper imposed an endpointwise nonpositivity assertion stronger than the required negative edge-sum condition. Equality-family definitions, tuple conventions, and explicit certificate lists are also absent from the mounted record.unsupported step · open
- ComputationPartial integrated C++ verification attempt for the candidate χ₄₅(KG(11,4))=126.The checker compiled but stopped in the e=2 matching branch at an overstrong endpoint assertion; missing equality-family definitions and certificate lists prevent reconstruction from the current work alone. · reported unreproduced
- Research targetComplete the independent (11,4,45) verifierblocked
- Route held in reserveIndependent (11,4,45) verifierRecover the missing definitions, correct the checker, emit certificates, and independently reimplement the finite candidate before treating it as established.
Retained route limitsFailures that prevent repeating scalar, coordinatewise, maximality, single-crown, unrestricted peeling, ordinary topology, raw MILP, or naive recoloring arguments.16 displayed rows · 8 routes included
- Useful failureScalar Hilton–Milner deficit countingreported failure
- Useful failureIndependent Kruskal–Katona optimization of each trace columnreported failure
- Useful failurePromoting residual-list maximality to global maximalityreported failure
- Useful failureA single weighted Chen crownreported failure
- Useful failureUnrestricted exact k-layer peelingreported failure
- Useful failureOrdinary Lovász, colorability-defect, neighborhood-complex, Schrijver, or Fan/Tucker boundsreported failure
- Useful failureDirect MILP over raw residual color-class variablesreported failure
- Useful failureNaively iterate the LC₁ recoloring proofreported failure
- Useful but insufficientScalar Hilton–Milner aloneUseful for broad elimination and k≤3, but too weak as an independent-family bound in the first unresolved k≥4 cases.
- Useful but insufficientIndependent trace-column optimizationUseful as a finite relaxation, but it ignores the common family rows required by a genuine trace matrix.
- Not yet justifiedExact triple transversalityThe earlier σ=0 conclusion used an unjustified promotion from residual-list maximality to global maximality.
- Useful but insufficientSingle Chen crownThe exact perfect-graph calculation exposes genuine tail capacity, so one crown cannot close distributed defect.
- Refuted routeUnrestricted exact-layer peelingRefuted by a nine-color 3-fold KG(5,2) example; threshold-specific or local-layer variants remain possible.
- Useful but insufficientOrdinary topological lower boundsBase Kneser-color forcing does not yield one distinct color per defect slot at one common core.
- Route held in reserveRaw residual-design MILPThe unsymmetrized formulation stalled under color symmetry; orbit-, trace-, blocker-, or palette-level symmetry breaking is the retained computational direction.
- Eliminated routeNaive LC₁ iterationRecolored vertices can split among several retained colors, so one removed color may create several localized colors.
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
2 approaches have already been tested and narrowed. The task above is the current priority within the larger open route.
A result can change the outlook by closing the bridge, narrowing its scope, or showing that the route cannot work.
- Prove that no partition satisfying all seven conditions in Section 11.12 exists.
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Stahl’s Multichromatic Kneser-Graph Conjecture · ready to start
Receive an update when a route advances, an obstacle is clarified, or new evidence changes the mathematical picture.
When every k-subset of [n] receives s colors and disjoint subsets receive disjoint palettes, Stahl’s conjecture gives the exact minimum total number of colors.
- 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 2, 2026
The mathematical context was checked on Aug 2, 2026. Status can be refreshed sooner after a material result or claim.
- 1Multi-Colouring of Kneser Graphs: Notes on Stahl's Conjecturepreprint · accessed Aug 2, 2026
- 2n-Tuple colorings and associated graphsoriginal source · accessed Aug 2, 2026
- 3Proof of Stahl's conjecture in some new casespeer reviewed result · accessed Aug 2, 2026
- 4A special case of the Stahl conjecturepeer reviewed result · accessed Aug 2, 2026
- 5A Note on Hedetniemi's Conjecture, Stahl's Conjecture and the Poljak-Rodl Functionauthoritative webpage · accessed Aug 2, 2026
- 6n-Tuple colorings and associated graphsoriginal source · accessed Aug 2, 2026
Important qualifications
- Do not confuse this conjecture with Herbert Stahl's Bessis-Moussa-Villani theorem or Saul Stahl's unrelated conjectures on graph embeddings.
- Empty formalization or computation lists mean that none was verified in this scoped search, not that none exists.
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