Put , with a prime number, and . The printed bound needs a size qualification: for , and , all three singletons satisfy the intersection restriction, whereas . The intended nontrivial prime-power modular intersection bound holds when ; without that qualification the universally valid conclusion is
When this follows simply by counting all -sets. We prove the sharper intended form for .
Choose an integer with and define the integer-valued polynomial
For its top argument is nonnegative. The bottom argument has all its first base- digits equal to . The Lucas theorem therefore gives
For every , consider on the Boolean hypercube. Its multilinear reduction on the Boolean cube has degree at most and integer coefficients: the coefficient of a square-free monomial is an alternating sum of its integer values on Boolean vertices. This observation permits reduction modulo even though the ordinary power-basis coefficients of need not have denominators prime to .
At the characteristic vectors of sets , these reduced polynomials have evaluation matrix equal to the identity modulo . Hence their evaluation functions are linearly independent over . To count the available functions, let have rows indexed by subsets with , columns indexed by all -sets , and entries . Over the rational numbers, for ,
Thus the matrix rank over the rational numbers is at most . Every larger integer minor is zero and remains zero modulo , so the same rank bound holds over . This low-degree evaluation rank on a uniform layer proves
For the applications alternative, take a prime number , set , , and let be the modular intersection graph on all -subsets of , joining distinct sets when their intersection has size . An independent set avoids the only possible off-diagonal intersection congruent to modulo , so
First embed as in Euclidean space. The Euclidean distance satisfies
so distance one corresponds exactly to an edge of . Every colour class in a proper graph colouring is an independent set, giving the lower bound on the chromatic number of Euclidean space
The Stirling formula gives , where is the binary entropy function. Here the ratio is and , so this is an exponential lower bound along these dimensions.
Second set and represent by the off-diagonal entries , , of the symmetric matrix . This is an injective representation: equality of the matrices would give , and the minus sign would require . The common diagonal can be omitted without changing distances. The Frobenius inner product gives the quadratic sign-vector diameter formula
The term inside the square is congruent to modulo , and its smallest possible absolute value is one, attained exactly at . Such pairs exist. Consequently the diameter pairs of this finite set in dimension are precisely the edges of . Every part of strictly smaller diameter is an independent set and has at most points. The required number of parts is at least the same exponential ratio, which exceeds for sufficiently large primes. Thus bounded sets need not admit a partition into sets of smaller diameter: this supplies a Kahn-Kalai counterexample to the Borsuk conjecture. Both applications use the prime case of the proved prime-power result.
The Frankl-Wilson theorem is a striking example of the polynomial method in combinatorics: an intersection restriction creates a family of linearly independent low-degree polynomials, whose dimension bounds the set family. Let be a prime number, let have elements, and let be a set family such that member sizes modulo avoid while every distinct pair has intersection size in modulo . Its general modular form gives
If all members have the same size and , the uniform refinement gives .
For the proof, work over the finite field and associate to the modular intersection polynomial
At the characteristic vector of a set , this equals zero for and is nonzero for . A linear relation among the evaluation functions therefore has every coefficient zero. The multilinear reduction on the Boolean cube, replacing by for , preserves these evaluations and the degree bound . There are possible square-free monomials, proving the general form.
For uniform members, the low-degree evaluation rank on a uniform layer supplies the sharper dimension bound. To verify this without division modulo , form the integer incidence matrix with rows indexed by subsets of size at most , columns indexed by -subsets , and entries . Over the rational numbers, a row with is times the sum of all size- rows containing . Its matrix rank is at most . Every larger integer minor is consequently zero and remains zero modulo , giving the same bound over . The nonzero diagonal evaluation matrix of the then forces .
The theorem, proved by Frankl and Wilson in 1981, extends the theme of the Ray-Chaudhuri–Wilson theorem from ordinary intersection sizes to residues. Modular restrictions can be weaker than exact intersection restrictions yet still force unexpectedly small families. Here are three consequences from one explicit modular intersection graph.
Take , , and let the vertices be all -subsets of , with an edge exactly when the intersection has size . An independent set avoids the only possible off-diagonal intersection congruent to modulo , so applying the Frankl-Wilson theorem with gives
A clique has one exact intersection size. Apply the uniform theorem modulo a prime larger than , with , to get . Since there are vertices, this gives the explicit asymmetric Ramsey number bound . It illustrates how algebraic constructions produce graphs with simultaneously restricted cliques and independent sets.
For a geometric application, map each vertex to in . Then , so edges have unit Euclidean distance. Every proper colouring of Euclidean space therefore colours this finite graph, giving
The Stirling formula gives the ratio as , where is the binary entropy function in natural-log units. The positive constant proves an exponential chromatic number of Euclidean space lower bound along these dimensions.
Finally, a quadratic embedding converts this same forbidden intersection into a forbidden diameter pair. Set and . The quadratic sign-vector diameter formula follows from the Frobenius inner product:
For distinct members the smallest possible absolute inner product is one, attained exactly when the intersection is . Thus maximum-distance pairs are exactly edges of . The matrices have common diagonal; using their off-diagonal coordinates, multiplied by , realizes them isometrically in dimensions. They are distinct because equal outer products require , and complements have size , not .
Any subset of smaller diameter contains at most points, so a partition into smaller-diameter pieces needs at least pieces. For sufficiently large primes this exceeds , disproving the Borsuk conjecture. This is the mechanism behind the Kahn-Kalai counterexample to the Borsuk conjecture: the number of required pieces grows exponentially in the original set-system parameter while dimension grows quadratically. Their 1993 paper establishes the resulting high-dimensional counterexample.
There is a genuine qualification missing from the printed bound. With , the family of three singletons has distinct intersections of size zero, which is not congruent to modulo . Nevertheless its size is three, whereas . Thus that bound cannot hold without a restriction on the parameters. The valid prime-power modular intersection bound is
In particular the printed form holds when .
Put with a prime number, and . If , the corrected bound is simply the total number of -sets. Assume henceforth . For an integer , consider the residue detector
For nonnegative upper arguments, the Lucas theorem and the fact that every base- digit of equals show that is one when and zero otherwise. The assertion also holds for negative upper arguments, using integer-valued generalized binomial coefficients. Indeed the coefficient of in is periodic in the integer exponent modulo : in characteristic , , so multiplying even a formal power series by does not change coefficients of degrees below . Reduce any exponent modulo to obtain the stated detector.
For each , apply that detector to . Its evaluations on form the identity matrix, since the diagonal intersection is and every off-diagonal intersection has a different residue. The detector is represented on Boolean vectors by the multilinear polynomial
To check this expression, evaluate at the characteristic vector of : summing by gives by the coefficient identity for .
Here is the necessary low-degree evaluation rank on a uniform layer, with care about characteristic . Let be the integer incidence matrix whose rows are subsets of size at most , whose columns are all -sets , and whose entries are . Over the rational numbers, for its row satisfies
Thus its rational matrix rank is at most . Every larger square minor has integer determinant zero; reducing those determinants modulo gives too. This argument does not divide by a potentially zero element of the finite field. The identity evaluation matrix factors through these incidence rows, so its rank is at most . This proves the qualified bound.
Choose the two-applications alternative. First, the polynomial method in combinatorics yields a constructive lower bound for a diagonal Ramsey number. Let be prime, set , and use all -subsets of as vertices of a complete graph. Color a pair red when its intersection size is modulo , and blue otherwise. A blue clique has size at most by the proved bound with modulus . In a red clique, all distinct intersections belong to
For each vertex of that clique, the polynomial vanishes at all the other vertices' characteristic vectors and is nonzero at its own. Replace repeated powers by on Boolean vectors. Its degree is at most , so the rational version of the same incidence-rank argument bounds a red clique by as well. Therefore this two-coloring has neither color containing a clique of size , and
The usual estimates give and . Thus along this explicit sequence the diagonal Ramsey number exceeds for some absolute . This is substantially larger than any fixed power of .
Second, obtain an exponential lower bound for the chromatic number of Euclidean space. Let , and join two -subsets exactly when their intersection has size . An independent set in this graph avoids that intersection. Among the possible distinct intersection sizes , the only one congruent to modulo is . Hence every independent set has size at most . Embed each vertex as in Euclidean space. Then
so the graph's edges have exactly Euclidean distance one. Each color class must be an independent set, giving
The Stirling formula makes the logarithm of this ratio , where . Since , this is an exponential dimensional lower bound for the chromatic number of Euclidean space. Both applications lie in the valid parameter range of the proved modular bound.