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Independent record on Erdős Problem 644


1. Status, conventions, and source use

Neither requested assertion was resolved. No family with a fixed positive asymptotic excess over 3k/43k/4, matching 3/43/4 upper bound, or general convergence theorem was obtained. This record distinguishes proofs, conditional calculations, and computational evidence.

This record collects the analysis of the canonical problem page and cited papers.

Write PrP_r for the condition that every subfamily of at most rr edges has a transversal of size at most two. The original condition for exactly rr distinct members implies PrP_r whenever the family has at least rr members. A smaller family has transversal number at most r−1r-1. This distinction does not affect the asymptotic questions but matters at small uniformities.

All edges considered below are nonempty. Fractional parameters are used for finite, nonempty hypergraphs. Rank means maximum edge size.

Source passages checked

  • Fon-Der-Flaass–Kostochka–Woodall, supplied source.md, Section 2, Theorem 1 and Claims 1–6: the parity construction has P7P_7 and transversal number 3q+13q+1. Section 3, Theorem 2: the ⌈7k/8⌉\lceil7k/8\rceil upper bound.
  • Bucić–Korándi–Sudakov, supplied source.md, Theorem 5.7: the complete-family counting lower bound. Proposition 5.6 gives the initial exact endpoint.
  • Tuza, supplied source.md, Section 4.1: critical transversal certificates; Section 2, inequality (*): the set-pairs inequality; Theorem 17: the critical-vertex bound.
  • Erdős, supplied source.md, Section 16: reports the exact neighboring values for local parameters 3 through 6 and states the two questions as expectations. That survey does not prove the neighboring results.

The problem page supplied with the task labels the questions open. No claim about research outside these files is made.

2. Verified starting bounds and elementary reductions

2.1 The parity family

For every integer q≥10q\ge10, the 1999 paper proves that

∣S∣=7q+1,X⊆S,∣X∣=4q,B={B⊆S:∣B∣=4q, ∣B∩X∣ is odd}|S|=7q+1,\qquad X\subseteq S,\quad |X|=4q,\qquad \mathcal B=\{B\subseteq S:|B|=4q,\ |B\cap X|\text{ is odd}\}

has P7P_7 and τ(B)=3q+1\tau(\mathcal B)=3q+1.

The transversal calculation can be checked directly. The set S∖XS\setminus X is a transversal of size 3q+13q+1, since the only 4q4q-subset contained in XX is XX, whose intersection with XX is even. If ∣T∣=3q|T|=3q, then S∖TS\setminus T has 4q+14q+1 points and contains both a point of XX and a point outside XX. Deleting one or the other produces two 4q4q-sets with opposite intersection parity with XX. One is an edge disjoint from TT.

The local proof is substantive. For a hypothetical bad seven-tuple, every point has degree at most four: a point in five edges and a point in the intersection of the remaining two would cover all seven. Any two edges intersect since 8q>7q+18q>7q+1. Total degree deficiency from four is

4(7q+1)−7(4q)=4.4(7q+1)-7(4q)=4.

The paper's intersection estimates force the degree-four spectra into the Fano-complement pattern, and parity on the exceptional points gives a contradiction. This structural classification was not proved here for arbitrary positive linear deficiency.

2.2 Private padding and the asymptotic interval

Adding private points to individual edges preserves the local condition and preserves the global transversal number. An original transversal still works; conversely, replace every selected private point by an original point of its edge. Thus finite rank-kk examples can be made kk-uniform, and f(k,r)f(k,r) is nondecreasing in kk.

The parity examples imply

f(k,7)≥3⌊k/4⌋+1=34k−O(1).f(k,7)\ge3\left\lfloor k/4\right\rfloor+1=\frac34k-O(1).

Theorem 2 of the 1999 paper gives, for all sufficiently large kk,

f(k,7)≤⌈7k8⌉.f(k,7)\le\left\lceil\frac{7k}{8}\right\rceil.

Therefore the verified interval is

34≤lim inf⁡kf(k,7)k≤lim sup⁡kf(k,7)k≤78.\frac34\le\liminf_k\frac{f(k,7)}k \le\limsup_k\frac{f(k,7)}k\le\frac78.

The additive +1+1 at uniformity 4q4q is not an asymptotic disproof.

2.3 General linear order

The complete kk-uniform hypergraph on k+tk+t points has transversal number t+1t+1. Each edge is missed by (t2)\binom t2 point-pairs, so any rr edges have a common two-point cover whenever

r(t2)<(k+t2).r\binom t2<\binom{k+t}2.

Taking t=⌊ck⌋t=\lfloor ck\rfloor for c<1/(r−1)c<1/(\sqrt r-1) proves

lim inf⁡kf(k,r)k≥1r−1.\liminf_k\frac{f(k,r)}k\ge\frac1{\sqrt r-1}.

This is the specialization of the checked Theorem 5.7.

The local condition forbids three disjoint edges. The union of a maximal matching of at most two edges is a transversal, giving

f(k,r)≤max⁡{2k,r−1}.f(k,r)\le\max\{2k,r-1\}.

These bounds establish linear order, not convergence.

The Erdős survey reports

f(k,3)=2k,f(k,4)=⌊3k/2⌋,f(k,5)=⌊5k/4⌋,f(k,6)=k.f(k,3)=2k,\quad f(k,4)=\lfloor3k/2\rfloor,\quad f(k,5)=\lfloor5k/4\rfloor,\quad f(k,6)=k.

These are reported background, not results reproved in this investigation. The exactly-rr vacuity issue should be remembered when quoting formulas at very small kk.

2.4 Finite witnesses for infinite families

If a family of finite sets has no transversal of size at most tt, some finite subfamily already has this property. Induct on tt. For t=0t=0, take one edge. For t>0t>0, fix an edge EE. For each v∈Ev\in E, the edges avoiding vv have no (t−1)(t-1)-point transversal, since adjoining vv would cover the original family. Choose a finite witness for each vv and adjoin EE. A tt-point cover of this finite union meets EE at some vv; its remaining points would cover the corresponding witness, a contradiction.

Consequently the finite universal upper bounds extend to the possibly infinite families in the question. This fixed-integer compactness fact does not imply any scaling or convergence statement.

3. Fractional reductions proved during the investigation

Write τ∗(H)\tau^*(H) for fractional transversal number, whose linear-programming dual is fractional matching number.

3.1 General rounding

For every finite, nonempty rank-kk hypergraph,

τ(H)≤k(τ∗(H)−1)+1.(3.1)\tau(H)\le k(\tau^*(H)-1)+1. \tag{3.1}

Let t=τ∗(H)t=\tau^*(H), order optimal fractional-cover weights decreasingly, and put ℓ=⌊k(t−1)⌋+1\ell=\lfloor k(t-1)\rfloor+1. If fewer than ℓ\ell vertices exist, the assertion is immediate. Otherwise the sum of the next kk weights, padding with zeros, is at most

ktℓ+k<1.\frac{kt}{\ell+k}<1.

The reason is that the average of the first ℓ\ell weights is at least the average of the next kk. Every rank-kk edge avoiding the first ℓ\ell points therefore has weight less than one. Those ℓ\ell points form a transversal.

An earlier proposed proof used induction on τ\tau after deleting all edges containing a positive-weight vertex. That induction was not justified because the remaining transversal number can stay unchanged. Induction on the number of edges would repair it; the direct sorting argument avoids the problem.

3.2 A sufficient fractional threshold

If τ∗(H)<7/4\tau^*(H)<7/4, then HH has P7P_7. First, τ∗<2\tau^*<2 implies that every two edges intersect. In any bad seven-edge list, every point has degree at most four. If fewer than seven edges form the obstruction, repeat edges to obtain such a list; the same degree argument still works. For a fractional cover ww of total weight below 7/47/4,

7≤∑i=17∑v∈Eiw(v)=∑vd(v)w(v)≤4∑vw(v)<7,7\le\sum_{i=1}^7\sum_{v\in E_i}w(v) =\sum_v d(v)w(v) \le4\sum_vw(v)<7,

a contradiction.

By (3.1), this sufficient condition cannot produce asymptotic excess over 3k/43k/4.

3.3 Three sampled edges

If HH has P7P_7, then, for t=τ∗(H)t=\tau^*(H),

τ(H)≤3kt+⌊k+23⌋.(3.2)\tau(H)\le\frac{3k}{t}+\left\lfloor\frac{k+2}{3}\right\rfloor. \tag{3.2}

Normalize an optimal fractional matching to a distribution on edges. If pvp_v is the inclusion probability of vv, then

pv≤1/t,∑vpv≤k.p_v\le1/t,\qquad \sum_vp_v\le k.

Sample A,B,CA,B,C independently, allowing repetitions, and set

T=(A∩B)∪(A∩C)∪(B∩C).T=(A\cap B)\cup(A\cap C)\cup(B\cap C).

Then E∣T∣≤3∑vpv2≤3k/t\mathbb E|T|\le3\sum_vp_v^2\le3k/t. Fix a triple attaining this bound.

The residual family G={E∈H:E∩T=∅}G=\{E\in H:E\cap T=\varnothing\} is four-wise intersecting. Indeed, cover any at most four residual edges and A,B,CA,B,C with at most two points. One covering point meets at least two of A,B,CA,B,C, counted with repetition, so lies in TT. It meets no residual edge. The other point must meet all the chosen residual edges.

For a rank-kk, four-wise-intersecting family of transversal number aa, choose E1E_1, choose E2E_2 avoiding a−1a-1 points of E1E_1, and choose E3E_3 avoiding a−1a-1 points of E1∩E2E_1\cap E_2. Pair and triple intersections are transversals, so the selections are possible and

a≤∣E1∩E2∩E3∣≤k−2(a−1).a\le|E_1\cap E_2\cap E_3|\le k-2(a-1).

Thus τ(G)≤⌊(k+2)/3⌋\tau(G)\le\lfloor(k+2)/3\rfloor. A cover of GG together with TT covers HH, proving (3.2). Empty residual families cause no difficulty.

The exact expectation gives, for t≥4/3t\ge4/3,

E∣T∣=∑v(3pv2−2pv3)≤k(3t−2t2),\mathbb E|T|=\sum_v(3p_v^2-2p_v^3) \le k\left(\frac3t-\frac2{t^2}\right),

because 3x−2x23x-2x^2 increases on 0≤x≤1/t≤3/40\le x\le1/t\le3/4. Therefore

τ(H)≤k(3t−2t2)+⌊k+23⌋.(3.3)\tau(H)\le k\left(\frac3t-\frac2{t^2}\right) +\left\lfloor\frac{k+2}{3}\right\rfloor. \tag{3.3}

A hypothetical sequence with τ(H)/k≥3/4+ε\tau(H)/k\ge3/4+\varepsilon consequently has

t≥7/4+ε−1/kt\ge7/4+\varepsilon-1/k

and bounded tt. Dropping the positive ε\varepsilon weakens the asymptotic upper restriction to

t≤18+2515+o(1)≈6.45657+o(1).t\le\frac{18+2\sqrt{51}}5+o(1) \approx6.45657+o(1).

The endpoint solves 1/3+3/t−2/t2=3/41/3+3/t-2/t^2=3/4 on the relevant branch. No contradiction was found within this interval.

3.4 Generalization and limitations

If every at most qq edges of a rank-kk family intersect, q≥2q\ge2, the same shaving argument with q−1q-1 edges proves

τ≤⌊k+q−2q−1⌋=⌈kq−1⌉.\tau\le\left\lfloor\frac{k+q-2}{q-1}\right\rfloor =\left\lceil\frac{k}{q-1}\right\rceil.

For PrP_r, r≥5r\ge5, the three sampled edges leave an (r−3)(r-3)-wise-intersecting family, so

τ(H)≤3kτ∗(H)+⌊k+r−5r−4⌋.(3.4)\tau(H)\le\frac{3k}{\tau^*(H)} +\left\lfloor\frac{k+r-5}{r-4}\right\rfloor. \tag{3.4}

The local property alone does not bound τ∗\tau^*. In projective four-space over a finite field of order qq, take points as vertices and hyperplanes as edges. Any four hyperplanes intersect, so any seven split into groups of four and three have a two-point cover. Here

k=q3+q2+q+1,n=q4+q3+q2+q+1,τ∗=n/k∼q.k=q^3+q^2+q+1,\quad n=q^4+q^3+q^2+q+1,\quad \tau^*=n/k\sim q.

Uniform weights 1/k1/k on points and on hyperplanes prove the fractional equality by regularity. A projective line meets every hyperplane, so τ≤q+1=o(k)\tau\le q+1=o(k).

Even bounded τ∗\tau^* did not yield a suitable core. Keeping only vertices of fractional weight at least δ/k\delta/k leaves O(k/δ)O(k/\delta) points but may delete the sole local covering points. No proof that this operation preserves PrP_r was found.

4. Complete-family limit: a restricted result

For fixed rr, define

Mr=max⁡{ν∗(G):G is an intersecting family of nonempty subsets of [r]}.M_r=\max\{\nu^*(\mathcal G): \mathcal G\text{ is an intersecting family of nonempty subsets of }[r]\}.

This is a maximum over finitely many families. The largest transversal number among complete kk-uniform families satisfying PrP_r has asymptotic coefficient

1Mr−1.(4.1)\frac1{M_r-1}. \tag{4.1}

This does not establish the coefficient for arbitrary families.

For a bad list A1,…,ArA_1,\ldots,A_r on nn points, the complement spectra

C(v)={i:v∉Ai}C(v)=\{i:v\notin A_i\}

are nonempty and pairwise intersecting. Their distribution under a uniformly chosen point has each coordinate marginal

μ=(n−k)/n.\mu=(n-k)/n.

Dividing the type probabilities by μ\mu gives a fractional matching of weight 1/μ1/\mu. Thus μ≥1/Mr\mu\ge1/M_r.

Conversely, normalize an optimal fractional matching of size MrM_r to a probability distribution. Every coordinate marginal is at most 1/Mr1/M_r. Increase each deficient marginal to equality by splitting mass and adding that coordinate to the corresponding spectra. Enlarging spectra preserves intersection. The resulting balanced distribution can be rational.

Repeat a denominator-sized realization to obtain integer columns; fill the bounded remainder with the spectrum [r][r]. Whenever (n−k)/n>1/Mr(n-k)/n>1/M_r by a fixed margin, all initial coordinate counts are below n−kn-k for large nn. Add coordinates to columns until each count equals n−kn-k. This preserves intersection and produces a bad list of kk-sets. Repeated rows give an obstruction on fewer than rr edges and can be extended inside the complete family. Hence the complete-family threshold is n/k=Mr/(Mr−1)+o(1)n/k=M_r/(M_r-1)+o(1); its cover number n−k+1n-k+1 proves (4.1).

For r=7r=7, M7=7/3M_7=7/3. An intersecting family with an edge of size at most two has a transversal of size at most two, so fractional matching number at most two. Otherwise every edge has at least three points and the seven capacity constraints give ν∗≤7/3\nu^*\le7/3. The Fano lines attain 7/37/3 with weight 1/31/3 each. Thus the complete-family coefficient is 3/43/4.

The missing argument is any reduction from arbitrary families to this subclass up to o(k)o(k). The finite parity construction already disproves exact reduction.

5. Good triples and the upper-bound strategy

Let A1,A2,A3A_1,A_2,A_3 be a good triple, meaning that their triple intersection is empty. For {i,j,ℓ}={1,2,3}\{i,j,\ell\}=\{1,2,3\}, write

Xi=Aj∩Aℓ,ai=∣Xi∣,Si=Ai∖(Aj∪Aℓ),s=a1+a2+a3.X_i=A_j\cap A_\ell,\quad a_i=|X_i|,\quad S_i=A_i\setminus(A_j\cup A_\ell),\quad s=a_1+a_2+a_3.

The atoms are disjoint and ∣Si∣=k−s+ai|S_i|=k-s+a_i. Candidate two-point covers are exactly pairs between distinct XiX_i's or between XiX_i and SiS_i.

5.1 A proved four-set completion

If four sets B0,…,B3B_0,\ldots,B_3, each of size at most T<τ(H)T<\tau(H), collectively contain all candidate pairs, choose an edge disjoint from each BiB_i. The resulting at most seven edges have no two-point cover.

Such sets exist if

s+∑imax⁡{0,k−s+2ai−T}≤T,max⁡iai≤T.(5.1)s+\sum_i\max\{0,k-s+2a_i-T\}\le T,\qquad \max_i a_i\le T. \tag{5.1}

Split Si=Pi∪˙QiS_i=P_i\mathbin{\dot\cup}Q_i, with

∣Pi∣=max⁡{0,k−s+2ai−T},|P_i|=\max\{0,k-s+2a_i-T\},

and use

B0=X1∪X2∪X3∪P1∪P2∪P3,Bi=Xi∪Qi.B_0=X_1\cup X_2\cup X_3\cup P_1\cup P_2\cup P_3,\qquad B_i=X_i\cup Q_i.

The size bounds and pair coverage are immediate from (5.1).

Expanding the positive parts shows that this construction's least real threshold is

Thub=max⁡{3k4, s, k2+max⁡iai, max⁡i2k+s−2ai3}.(5.2)T_{\rm hub}=\max\left\{\frac{3k}{4},\,s,\, \frac{k}{2}+\max_i a_i,\, \max_i\frac{2k+s-2a_i}{3}\right\}. \tag{5.2}

Rounding upward gives integer sets. In particular T=3k/4T=3k/4, when integral, works if

s≤3k/4,s−2min⁡iai≤k/4.s\le3k/4,\qquad s-2\min_i a_i\le k/4.

These conditions imply max⁡iai≤k/4\max_i a_i\le k/4. Balanced good triples with all ai≤k/4a_i\le k/4 are covered.

No proof was found forcing a suitable triple in every hypothetical high-transversal family.

5.2 A rigorous obstruction to nonadaptive completion

For 8∣k8\mid k, consider ai=3k/8a_i=3k/8 and ∣Si∣=k/4|S_i|=k/4. Four sets of size at most 3k/43k/4 cannot collectively contain all candidate pairs.

Label a point vv by L(v)⊆[4]L(v)\subseteq[4], the sets containing it. Every label is nonempty and labels across candidate-pair adjacencies must intersect. A point of XiX_i cannot have a singleton label: its bin would contain both other pair atoms, already totaling 3k/43k/4, plus that point. Thus pair-atom labels have size at least two. Singleton-atom labels have size at least one. Total incidence is at least

2(9k/8)+3k/4=3k,2(9k/8)+3k/4=3k,

exactly the four-bin capacity. Hence pair labels all have size two and singleton labels all have size one.

A singleton label on SiS_i must meet every pair label on XiX_i, so all labels within XiX_i share a coordinate. Across distinct pair atoms the labels also intersect. The union of all pair labels is therefore an intersecting edge family on four coordinates, hence contained in a star or triangle. A star puts all 9k/89k/8 pair points in one bin. A triangle confines all incidences, including singleton labels, to three bins of total capacity 9k/4<3k9k/4<3k. Both are impossible.

This refutes this nonadaptive method for some triples; it is not a counterexample to the original conjecture.

5.3 Numerical evidence

The mixed-integer program was preserved as good_triple_cover.py. It distributes each atom's mass among the fifteen nonempty subsets of four bin labels, forbids disjoint labels across candidate-pair adjacencies using support binaries, and minimizes maximum bin mass. Isolated singleton atoms next to empty pair atoms are discarded.

SciPy/HiGHS reported the following normalized optima:

Pair-atom massesReported optimum
(3/8,3/8,3/8)(3/8,3/8,3/8)33/4033/40
(1/4,1/2,1/2)(1/4,1/2,1/2)7/87/8
(0,1/2,1/2)(0,1/2,1/2)9/109/10
(1/4,1/4,1/2)(1/4,1/4,1/2)6/76/7

These are not independently certified exact optima. For the first row the upper value is explicitly attainable: assign 11k/4011k/40 of each XiX_i label {0,i}\{0,i\}, its remaining k/10k/10 label {1,2,3}\{1,2,3\}, and all k/4k/4 of SiS_i label {i}\{i\}. Every bin has mass 33k/4033k/40. The proved lower assertion is only that 3k/43k/4 cannot work.

The easy selection of a pair of edges intersecting in at most k/4k/4, followed by a third edge avoiding their intersection and selected portions of both, did not force the successful region of (5.2). The computations suggested further obstructions; they do not rule out adaptive methods.

5.4 Rectangle formulation of the disjoint-edge branch

For disjoint kk-edges A,BA,B, an additional edge CC misses the pairs in

RC=(A∖C)×(B∖C).R_C=(A\setminus C)\times(B\setminus C).

Its side sizes sum to at least kk. The local condition implies that no five available rectangles cover A×BA\times B. If τ(H)>T\tau(H)>T, every rectangle X×YX\times Y with X⊆AX\subseteq A, Y⊆BY\subseteq B, and ∣X∣+∣Y∣≤T|X|+|Y|\le T is contained in some RCR_C, by choosing an edge avoiding X∪YX\cup Y.

It was not proved that these properties are incompatible when T>(3/4+ε)kT>(3/4+\varepsilon)k. Even such a result would handle only this branch.

6. Failed lower constructions and amplification

6.1 Basic operations

Full vertex cloning multiplies rank but leaves τ\tau unchanged. Disjoint unions add τ\tau but generally destroy locality. Taking all unions of one edge from each disjoint factor gives the minimum of the factors' transversal numbers, not their sum.

Substitution by an inner family GG multiplies rank and transversal number: a set covers the substituted family exactly when the base vertices whose fibers it fully covers form a base transversal. Lifting local witnesses is guaranteed if GG is rr-wise intersecting. But then

τ(G)≤⌈rank⁡(G)r−1⌉,\tau(G)\le\left\lceil\frac{\operatorname{rank}(G)}{r-1}\right\rceil,

so growing inner fibers lose roughly a factor r−1r-1 in the ratio. No ratio-preserving scaling was obtained.

6.2 An operation with additive transversal number but failed locality

Take three disjoint parity examples with parameter a≥10a\ge10, each on 7a+17a+1 points. Let H\mathcal H be all 12a12a-sets containing a good 4a4a-edge in at least one block. Then

τ(H)=9a+3.\tau(\mathcal H)=9a+3.

Each block has independence number 4a4a. A set of size at least 12a12a is independent in H\mathcal H precisely when each of its block intersections contains no good base edge. Thus α(H)=12a\alpha(\mathcal H)=12a on 21a+321a+3 points.

However, it fails P7P_7. Form seven groups of 3a3a points, split each equally among the three blocks, and add one isolated point per block. The seven Fano-line complements give seven global 12a12a-sets AiA_i, each containing 4a4a points in every block, with transversal number three.

Choose the prescribed XX's of size 4a4a so that every AiA_i is good in some block. Let MM be the binary incidence matrix of the seven Fano complements. Its column space is the dimension-three simplex code. Choose three independent columns; their supports cover all seven row positions. For a chosen column MejMe_j, prescribe the parities of the seven group intersection counts of XX to be 1+ej\mathbf1+e_j. Since M1=0M\mathbf1=0, this produces that column. Six counts are odd and one even. Counts between 00 and aa, totaling 4a4a, exist by starting with six ones and increasing by twos; for a≥10a\ge10 their maximum available even total exceeds 4a4a.

Every AiA_i consequently contains a good base edge in at least one block and belongs to H\mathcal H. But any two group points lie on some Fano line, whose complement avoids both; isolated points do not help. Thus the desired additive ratio comes with a false local hypothesis.

6.3 Affine binary codes: a proved sufficient condition

Consider the weight-kk words of an affine coset b+C⊆F2nb+C\subseteq\mathbb F_2^n, with minimum coset weight dd, and assume n<2kn<2k. In a bad seven-tuple all point degrees are at most four. Let

D=4n−7k.D=4n-7k.

The XOR of all seven words belongs to b+Cb+C. Its weight is the number of odd-degree points and is at most DD: degree three costs deficiency one and degree one costs deficiency three. Therefore

d>Dd>D

is sufficient for P7P_7.

The global transversal lower bound was not established. With n=(7/4+δ)kn=(7/4+\delta)k, the criterion requires d>4δkd>4\delta k. A random parity-check construction using a union bound to exclude small coset vectors asks for redundancy approximately

nH2(d/n)∼4δklog⁡2(1/δ).nH_2(d/n)\sim4\delta k\log_2(1/\delta).

After deleting (3/4+ε)k(3/4+\varepsilon)k points, only

((1+δ−ε)kk)=2(δ−ε)klog⁡2(1/(δ−ε))+O(δk)\binom{(1+\delta-\varepsilon)k}{k} =2^{(\delta-\varepsilon)k\log_2(1/(\delta-\varepsilon))+O(\delta k)}

candidate words remain. These estimates do not make the random-coset approach work. They do not prove that structured codes are impossible.

6.4 Conditional stronger Fano calculation and covering loss

Assume additionally that degree-four spectra are the seven Fano complements and all seven types occur. This classification was not extended to arbitrary linear DD.

XOR the three edge rows indexed by each Fano line. All standard points cancel, and each of the seven XORs belongs to b+Cb+C, so has weight at least dd. An exceptional degree-three spectrum cannot itself be a Fano line, since the complementary standard point would give a two-point cover. A spectrum of size 0,1,2,0,1,2, or a nonline 33 contributes respectively 0,3,4,30,3,4,3 occurrences across the seven line XORs. These are at most three times its deficiency. Therefore

7d≤3D.7d\le3D.

Conditionally this would prohibit bad tuples for n<7k/4+7d/12n<7k/4+7d/12. The structural assumption is an unresolved requirement, not a proved lemma in this range.

There is also a precise conditional covering obstruction. If CC has a word WW of weight k+d−1k+d-1, then WW contains no weight-kk word of b+Cb+C: deleting such a word would leave a coset word of weight d−1d-1. Hence

τ(H)≤n−k−d+1.\tau(H)\le n-k-d+1.

The possible gain 7d/127d/12 is less than the potential loss d−1d-1. Existence of WW at that exact weight is not universal or proved here, so this is a barrier, not an impossibility theorem.

6.5 Graph encoding

Let GG have no odd cycle of length at most seven, and let I\mathcal I be its maximal independent sets. Define

Av={I∈I:v∈I}.A_v=\{I\in\mathcal I:v\in I\}.

Any seven graph vertices induce a bipartite graph; extend its two color classes to maximal independent sets. These cover the corresponding AvA_v's, so the set family has P7P_7. Also

τ({Av})=χ(G),\tau(\{A_v\})=\chi(G),

because covering vertices by independent sets is equivalent to coloring. Private padding gives uniformity

k=max⁡v∣{I∈I:v∈I}∣.k=\max_v|\{I\in\mathcal I:v\in I\}|.

No graph sequence with the necessary asymptotic ratio χ(G)/k>3/4\chi(G)/k>3/4 was found. The construction verifies its parameters but supplies no counterexample.

Other sparse, projective-incidence, and random-alteration ideas did not establish the required ratio. No unverified numerical or probabilistic estimate is asserted here as a lower-bound theorem.

7. Criticality and the convergence question

7.1 Critical certificates are finite but not small enough

An edge-minimal family with transversal number uu has, for every edge EiE_i, a certificate TiT_i of size u−1u-1 disjoint from EiE_i and meeting all other edges. The checked Tuza passages imply

∣E(H)∣≤(k+u−1k),∣V(H)∣<(k+uk),|E(H)|\le\binom{k+u-1}{k},\qquad |V(H)|<\binom{k+u}{k},

for a kk-uniform critical family with isolated vertices omitted. For u=Θ(k)u=\Theta(k), these bounds are exponential. They do not supply a bounded template or asymptotic coefficient. The ISP completion constructions were not shown to preserve PrP_r.

7.2 Splitting demand does not split rank

If TT is a minimum transversal and S⊆TS\subseteq T, let

HS={E∈H:E∩T⊆S}.H_S=\{E\in H:E\cap T\subseteq S\}.

Then τ(HS)=∣S∣\tau(H_S)=|S|: SS covers it, while a smaller cover together with T∖ST\setminus S would contradict minimality of TT. Its edge ranks need not shrink.

A ground partition in which every (k+ℓ)(k+\ell)-edge has at most kk points on one side and at most ℓ\ell on the other would force an exact split on every edge; complete uniform families already obstruct such partitions. Taking arbitrary traces can also lose local covering points. These ideas did not prove upper subadditivity.

7.3 Sufficient inequalities that remain unproved

For fixed rr, an estimate

f(mk,r)≥m(f(k,r)−Cr)f(mk,r)\ge m(f(k,r)-C_r)

with CrC_r independent of m,km,k would prove convergence. For fixed kk, take m=⌊n/k⌋m=\lfloor n/k\rfloor and use monotonicity to obtain

lim inf⁡n→∞f(n,r)n≥f(k,r)−Crk.\liminf_{n\to\infty}\frac{f(n,r)}n \ge\frac{f(k,r)-C_r}{k}.

Let kk approach a sequence realizing the limsup. No valid construction establishing this inequality was found.

Similarly, an upper inequality

f(k+ℓ,r)≤f(k,r)+f(ℓ,r)+Or(1)f(k+\ell,r)\le f(k,r)+f(\ell,r)+O_r(1)

would allow subadditivity after adding a constant. It was not proved. Fekete's lemma therefore cannot simply be invoked.

Normalized compactness did not repair the issue. Local two-point witnesses can have normalized mass tending to zero; deleting them can destroy the local condition while normalized transversal numbers stay nonzero. No quantitative approximation theorem overcoming this was established.

8. Remaining uncertainties

The substantive gaps are:

  1. An upper bound 3k/4+o(k)3k/4+o(k) for every P7P_7 family, or a verified family with (3/4+ε)k(3/4+\varepsilon)k transversal number for fixed positive ε\varepsilon.
  2. A proof or disproof of convergence of f(k,r)/kf(k,r)/k for every fixed rr.
  3. A legitimate scaling or upper-subadditivity operation, rather than one that changes the local hypothesis.
  4. A local-property-preserving structural reduction using the bounded fractional interval.
  5. A way around the demonstrated nonadaptive good-triple obstruction, perhaps adaptive avoidance sets.
  6. For the code approach, both the necessary robust Fano classification and a global transversal lower bound that pays less than the available slack.

The finite additive parity improvement, the complete-family limit, the fractional reduction, solver-reported optima, and conditional coding calculations do not answer either original assertion.