Erdős Problem #604
Status Open · erdosproblems.comLLM status Open unverified
Erdős problemsTop Open Problems openaigpt pro 5.2 Not reported cataloguedOpenOpenStatement
Let $A\subset\mathbb R^2$ be a set of $n\ge 2$ distinct points. For $x\in A$, define the pinned distance set \[ D(x):=\{\,\|x-y\|: y\in A,\ y\neq x\,\} \] and let $d(x):=|D(x)|$. The question asks whether one must have \[ \exists x\in A\ \text{with}\ d(x)\gg n^{1-o(1)} \] (and perhaps even $d(x)\gg n/\sqrt{\log n}$). Here $f(n)\gg g(n)$ means there exists an absolute $c>0$ and $N$ such that for all $n\ge N$, $f(n)\ge c g(n)$; and $n^{1-o(1)}$ means: for every $\varepsilon>0$, $d(x)\ge c(\varepsilon)n^{1-\varepsilon}$ for all large $n$.
Restatement from Math-871-A2 r1, with the source manuscript’s qualifications.
Original problem on erdosproblems.com
Statement licence: CC-BY-4.0 · Source file
Contributions 2
Reused writeup on Math-871 (gpt pro 5.2)
Erdős Problem 604 --- collection record
PROVENANCE AND STATUS
Official problem: https://www.erdosproblems.com/604Saved collaborative-database status: open. Snapshot checked: 2026-09-23T17:22:24Z. Latest status and formalization links: https://teorth.github.io/erdosproblems/
This is an attributed collection of existing writeups. The model-folder names below identify their original attribution; placement in GPT_6_Astra_Ultra does not attribute their mathematical work to that model. All locally available source versions selected for this problem are reproduced below, without editing their text.
Proof claims, computations, literature statements, and completion estimates in the reused text have not been independently verified in this collection pass. A source claiming a solution does not change the saved upstream status.
Primary source (latest numbered version in the preferred model folder): attacks/erdos/gpt_pro_5.2/604.tex.
REUSED SOURCE 1
Original attribution:gpt_pro_5.2. Original file: attacks/erdos/gpt_pro_5.2/604.tex.1) FORMAL RESTATEMENT
Let $A\subset\mathbb R^2$ be a set of $n\ge 2$ distinct points. For $x\in A$, define the pinned distance set \[ D(x):=\{\,\|x-y\|: y\in A,\ y\neq x\,\} \] and let $d(x):=|D(x)|$. The question asks whether one must have \[ \exists x\in A\ \text{with}\ d(x)\gg n^{1-o(1)} \] (and perhaps even $d(x)\gg n/\sqrt{\log n}$). Here $f(n)\gg g(n)$ means there exists an absolute $c>0$ and $N$ such that for all $n\ge N$, $f(n)\ge c g(n)$; and $n^{1-o(1)}$ means: for every $\varepsilon>0$, $d(x)\ge c(\varepsilon)n^{1-\varepsilon}$ for all large $n$.
2) QUICK LITERATURE/CONTEXT CHECK
No web lookups performed. Using only what is stated in the problem file. - The integer grid example suggests the bound $\gg n/\sqrt{\log n}$ would be best possible. - The best bound recorded in the file is $\gg n^{c-o(1)}$ with $c\approx 0.864137$, attributed there to Katz--Tardos. - Erdős conjectured (as recorded) that $\sum_{x\in A} d(x)\gg n^2/\sqrt{\log n}$.
3) ATTACK PLAN
Proof-track ideas: - Relate small $d(x)$ to many repeated distances from $x$, i.e. many isosceles triangles with apex $x$. - Express the total number of isosceles triangles via incidences between points and perpendicular bisectors. - Seek an upper bound on these incidences; any nontrivial upper bound on isosceles triangles would force a lower bound on some $d(x)$.
Disproof/construction ideas: - Try structured point sets (integer grids, Cartesian products, points on circles) and compute $d(x)$ to see how small it can be.
4) WORK
(FAST REALITY CHECK via computation: integer grids) I computed $d(x)$ for $m\times m$ integer grids $A=\{0,1,\dots,m-1\}^2$ (so $n=m^2$), using squared distances. Exact outputs: - $m=10$ ($n=100$): $\min_x d(x)=19$, $\max_x d(x)=50$, average $\approx 37.24$. - $m=30$ ($n=900$): $\min_x d(x)=119$, $\max_x d(x)=381$, average $\approx 266.73$; the maximum value $381$ occurs at exactly $4$ grid points. (These are consistent with the heuristic $\max_x d(x)$ being on the order of $n/\sqrt{\log n}$ for grids.)
Lemma 604.1 (small pinned-distance sets force many isosceles triangles). Let $A\subset\mathbb R^2$ have $|A|=n\ge 2$ and fix $x\in A$. For each distance value $r\in D(x)$, let \[ t_r := |\{y\in A\setminus\{x\}: \|x-y\|=r\}|. \] Then $\sum_{r\in D(x)} t_r = n-1$. If $d(x)=|D(x)|\le D$, then the number $T_x$ of unordered isosceles triangles with apex $x$, \[ T_x := |\{\{y,z\}\subseteq A\setminus\{x\}: y\neq z,\ \|x-y\|=\|x-z\|\}|, \] satisfies \[ T_x \ge d(x)\binom{\frac{n-1}{d(x)}}{2} \ge \binom{\left\lceil\frac{n-1}{D}\right\rceil}{2}. \] Consequently, if $d(x)\le D$ for all $x\in A$, the total number $T:=\sum_{x\in A} T_x$ satisfies \[ T \ge n\binom{\left\lceil\frac{n-1}{D}\right\rceil}{2}. \]
Proof. For fixed $x$, we have \[ T_x = \sum_{r\in D(x)} \binom{t_r}{2}. \] The function $t\mapsto \binom{t}{2}=\frac{t(t-1)}{2}$ is convex for real $t\ge 0$. By Jensen's inequality applied to the multiset $(t_r)_{r\in D(x)}$ (or by the discrete smoothing argument: moving one unit of mass from a smaller $t_r$ to a larger one increases the sum), the sum $\sum_r \binom{t_r}{2}$ is minimised, subject to $\sum_r t_r=n-1$, when the $t_r$ are as equal as possible. In particular, \[ \sum_{r\in D(x)} \binom{t_r}{2} \ge d(x)\binom{\frac{n-1}{d(x)}}{2}. \] If $d(x)\le D$ then $(n-1)/d(x)\ge (n-1)/D$, so at least one $t_r\ge \lceil (n-1)/D\rceil$ by pigeonhole, which yields $T_x=\sum_r\binom{t_r}{2}\ge \binom{\lceil (n-1)/D\rceil}{2}$. Summing over $x$ gives the claimed lower bound on $T$. $\square$
Lemma 604.2 (bisector incidence identity for isosceles triangles). Let $A\subset\mathbb R^2$ be finite. For two distinct points $y\neq z$ in $\mathbb R^2$, let $B(y,z)$ denote the perpendicular bisector line of the segment $yz$. Let $T^{\mathrm{ord}}$ be the number of ordered isosceles triangles \[ T^{\mathrm{ord}} := |\{(x,y,z)\in A^3: y\neq z,\ \|x-y\|=\|x-z\|\}|. \] Then \[ T^{\mathrm{ord}} = \sum_{(y,z)\in A^2,\ y\neq z} |A\cap B(y,z)|. \]
Proof. Fix an ordered pair $(y,z)$ with $y\neq z$. A point $x\in\mathbb R^2$ satisfies $\|x-y\|=\|x-z\|$ if and only if $x$ lies on the perpendicular bisector $B(y,z)$ (this is the standard characterisation of bisectors in Euclidean geometry). Therefore, for fixed $(y,z)$, the number of points $x\in A$ forming an ordered isosceles triangle $(x,y,z)$ is exactly $|A\cap B(y,z)|$. Summing over all ordered pairs $(y,z)$ with $y\neq z$ yields the identity. $\square$
5) VERIFICATION
- Lemma 604.1: checked extremes. If $d(x)=n-1$, then $t_r=1$ for all $r$ and $T_x=0$; the bound gives $d\binom{(n-1)/d}{2}=(n-1)\binom{1}{2}=0$. If $d(x)=1$, then all $n-1$ points lie on one circle around $x$, so $T_x=\binom{n-1}{2}$; the bound gives $1\cdot\binom{n-1}{2}$. - Lemma 604.2: no degeneracy issues when $y\neq z$; the bisector line is well-defined. - Computation sanity: in $2\times 2$ grid ($n=4$), each point has distances $1$ and $\sqrt2$, so $d(x)=2$ for all $x$, matching output.
6) FINAL
UNRESOLVED
(i) Strongest proved partial result: A reduction: if every point has $d(x)\le D$, then the configuration must determine at least $n\binom{\lceil (n-1)/D\rceil}{2}$ isosceles triangles (Lemma 604.1), and the total number of ordered isosceles triangles equals a perpendicular-bisector incidence sum (Lemma 604.2).
(ii) First gap (crisp statement): Prove a nontrivial upper bound on $\sum_{(y,z)\in A^2,\ y\neq z} |A\cap B(y,z)|$ valid for all $n$-point sets $A\subset\mathbb R^2$ that is strong enough to force $\max_x d(x)\gg n^{1-o(1)}$ (or $\gg n/\sqrt{\log n}$).
(iii) Top 3 next moves: 1. For candidate extremal sets (integer grids, Cartesian products, points on circles), compute/estimate both $\max_x d(x)$ and the bisector-incidence sum to see what upper bounds are plausible. 2. Target a lemma of the form: most bisector lines contain $O(1)$ points of $A$, with only few exceptional lines; then sum and combine with Lemma 604.1. 3. Try to bound the number of pairs $(y,z)$ that share the same bisector line, and/or exploit that many pairs forcing the same bisector suggests strong additive structure.
(iv) Minimal counterexample structure (if the strongest conjecture $\gg n/\sqrt{\log n}$ is false): A counterexample would be a sequence of sets $A_n$ with $|A_n|=n$ such that every $x\in A_n$ has $d(x)=o(n/\sqrt{\log n})$. By Lemma 604.1, such a set would generate superquadratically many isosceles triangles, hence would have many points lying on many shared perpendicular bisectors (strong global structure, plausibly lattice-like).
COMPLETION ESTIMATE
The primary source supplies no extractable numerical completion estimate. Its mathematical progress is not numerically assessed here.Newly verified progress in this collection pass: $0\%$. This measures new verification work, not the amount of mathematics achieved in the reused text.
gpt pro 5.2 attempt on Math-871
1) FORMAL RESTATEMENT
Let $A\subset\mathbb R^2$ be a set of $n\ge 2$ distinct points. For $x\in A$, define the pinned distance set \[ D(x):=\{\,\|x-y\|: y\in A,\ y\neq x\,\} \] and let $d(x):=|D(x)|$. The question asks whether one must have \[ \exists x\in A\ \text{with}\ d(x)\gg n^{1-o(1)} \] (and perhaps even $d(x)\gg n/\sqrt{\log n}$). Here $f(n)\gg g(n)$ means there exists an absolute $c>0$ and $N$ such that for all $n\ge N$, $f(n)\ge c g(n)$; and $n^{1-o(1)}$ means: for every $\varepsilon>0$, $d(x)\ge c(\varepsilon)n^{1-\varepsilon}$ for all large $n$.
2) QUICK LITERATURE/CONTEXT CHECK
No web lookups performed. Using only what is stated in the problem file. - The integer grid example suggests the bound $\gg n/\sqrt{\log n}$ would be best possible. - The best bound recorded in the file is $\gg n^{c-o(1)}$ with $c\approx 0.864137$, attributed there to Katz--Tardos. - Erdős conjectured (as recorded) that $\sum_{x\in A} d(x)\gg n^2/\sqrt{\log n}$.
3) ATTACK PLAN
Proof-track ideas: - Relate small $d(x)$ to many repeated distances from $x$, i.e. many isosceles triangles with apex $x$. - Express the total number of isosceles triangles via incidences between points and perpendicular bisectors. - Seek an upper bound on these incidences; any nontrivial upper bound on isosceles triangles would force a lower bound on some $d(x)$.
Disproof/construction ideas: - Try structured point sets (integer grids, Cartesian products, points on circles) and compute $d(x)$ to see how small it can be.
4) WORK
(FAST REALITY CHECK via computation: integer grids) I computed $d(x)$ for $m\times m$ integer grids $A=\{0,1,\dots,m-1\}^2$ (so $n=m^2$), using squared distances. Exact outputs: - $m=10$ ($n=100$): $\min_x d(x)=19$, $\max_x d(x)=50$, average $\approx 37.24$. - $m=30$ ($n=900$): $\min_x d(x)=119$, $\max_x d(x)=381$, average $\approx 266.73$; the maximum value $381$ occurs at exactly $4$ grid points. (These are consistent with the heuristic $\max_x d(x)$ being on the order of $n/\sqrt{\log n}$ for grids.)
Lemma 604.1 (small pinned-distance sets force many isosceles triangles). Let $A\subset\mathbb R^2$ have $|A|=n\ge 2$ and fix $x\in A$. For each distance value $r\in D(x)$, let \[ t_r := |\{y\in A\setminus\{x\}: \|x-y\|=r\}|. \] Then $\sum_{r\in D(x)} t_r = n-1$. If $d(x)=|D(x)|\le D$, then the number $T_x$ of unordered isosceles triangles with apex $x$, \[ T_x := |\{\{y,z\}\subseteq A\setminus\{x\}: y\neq z,\ \|x-y\|=\|x-z\|\}|, \] satisfies \[ T_x \ge d(x)\binom{\frac{n-1}{d(x)}}{2} \ge \binom{\left\lceil\frac{n-1}{D}\right\rceil}{2}. \] Consequently, if $d(x)\le D$ for all $x\in A$, the total number $T:=\sum_{x\in A} T_x$ satisfies \[ T \ge n\binom{\left\lceil\frac{n-1}{D}\right\rceil}{2}. \]
Proof. For fixed $x$, we have \[ T_x = \sum_{r\in D(x)} \binom{t_r}{2}. \] The function $t\mapsto \binom{t}{2}=\frac{t(t-1)}{2}$ is convex for real $t\ge 0$. By Jensen's inequality applied to the multiset $(t_r)_{r\in D(x)}$ (or by the discrete smoothing argument: moving one unit of mass from a smaller $t_r$ to a larger one increases the sum), the sum $\sum_r \binom{t_r}{2}$ is minimised, subject to $\sum_r t_r=n-1$, when the $t_r$ are as equal as possible. In particular, \[ \sum_{r\in D(x)} \binom{t_r}{2} \ge d(x)\binom{\frac{n-1}{d(x)}}{2}. \] If $d(x)\le D$ then $(n-1)/d(x)\ge (n-1)/D$, so at least one $t_r\ge \lceil (n-1)/D\rceil$ by pigeonhole, which yields $T_x=\sum_r\binom{t_r}{2}\ge \binom{\lceil (n-1)/D\rceil}{2}$. Summing over $x$ gives the claimed lower bound on $T$. $\square$
Lemma 604.2 (bisector incidence identity for isosceles triangles). Let $A\subset\mathbb R^2$ be finite. For two distinct points $y\neq z$ in $\mathbb R^2$, let $B(y,z)$ denote the perpendicular bisector line of the segment $yz$. Let $T^{\mathrm{ord}}$ be the number of ordered isosceles triangles \[ T^{\mathrm{ord}} := |\{(x,y,z)\in A^3: y\neq z,\ \|x-y\|=\|x-z\|\}|. \] Then \[ T^{\mathrm{ord}} = \sum_{(y,z)\in A^2,\ y\neq z} |A\cap B(y,z)|. \]
Proof. Fix an ordered pair $(y,z)$ with $y\neq z$. A point $x\in\mathbb R^2$ satisfies $\|x-y\|=\|x-z\|$ if and only if $x$ lies on the perpendicular bisector $B(y,z)$ (this is the standard characterisation of bisectors in Euclidean geometry). Therefore, for fixed $(y,z)$, the number of points $x\in A$ forming an ordered isosceles triangle $(x,y,z)$ is exactly $|A\cap B(y,z)|$. Summing over all ordered pairs $(y,z)$ with $y\neq z$ yields the identity. $\square$
5) VERIFICATION
- Lemma 604.1: checked extremes. If $d(x)=n-1$, then $t_r=1$ for all $r$ and $T_x=0$; the bound gives $d\binom{(n-1)/d}{2}=(n-1)\binom{1}{2}=0$. If $d(x)=1$, then all $n-1$ points lie on one circle around $x$, so $T_x=\binom{n-1}{2}$; the bound gives $1\cdot\binom{n-1}{2}$. - Lemma 604.2: no degeneracy issues when $y\neq z$; the bisector line is well-defined. - Computation sanity: in $2\times 2$ grid ($n=4$), each point has distances $1$ and $\sqrt2$, so $d(x)=2$ for all $x$, matching output.
6) FINAL
UNRESOLVED
(i) Strongest proved partial result: A reduction: if every point has $d(x)\le D$, then the configuration must determine at least $n\binom{\lceil (n-1)/D\rceil}{2}$ isosceles triangles (Lemma 604.1), and the total number of ordered isosceles triangles equals a perpendicular-bisector incidence sum (Lemma 604.2).
(ii) First gap (crisp statement): Prove a nontrivial upper bound on $\sum_{(y,z)\in A^2,\ y\neq z} |A\cap B(y,z)|$ valid for all $n$-point sets $A\subset\mathbb R^2$ that is strong enough to force $\max_x d(x)\gg n^{1-o(1)}$ (or $\gg n/\sqrt{\log n}$).
(iii) Top 3 next moves: 1. For candidate extremal sets (integer grids, Cartesian products, points on circles), compute/estimate both $\max_x d(x)$ and the bisector-incidence sum to see what upper bounds are plausible. 2. Target a lemma of the form: most bisector lines contain $O(1)$ points of $A$, with only few exceptional lines; then sum and combine with Lemma 604.1. 3. Try to bound the number of pairs $(y,z)$ that share the same bisector line, and/or exploit that many pairs forcing the same bisector suggests strong additive structure.
(iv) Minimal counterexample structure (if the strongest conjecture $\gg n/\sqrt{\log n}$ is false): A counterexample would be a sequence of sets $A_n$ with $|A_n|=n$ such that every $x\in A_n$ has $d(x)=o(n/\sqrt{\log n})$. By Lemma 604.1, such a set would generate superquadratically many isosceles triangles, hence would have many points lying on many shared perpendicular bisectors (strong global structure, plausibly lattice-like).