Rigidity-Induced Scaling Laws in Unit Distance Graphs: The Algebraic Collapse of Dense Substructures

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Main Author: Aloisio, Lucas
Format: Preprint
Published: 2026
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author Aloisio, Lucas
author_facet Aloisio, Lucas
contents We revisit the classical Unit Distance Problem posed by Erdős in 1946. While the upper bound of $O(n^{4/3})$ established by Spencer, Szemer'edi, and Trotter (1984) is tight for systems of pseudo-circles, it fails to account for the algebraic rigidity inherent to the Euclidean metric. By integrating structural rigidity decomposition with the theory of Cayley-Menger varieties, we demonstrate that unit distance graphs exceeding a critical density must contain rigid bipartite subgraphs. We prove a "Flatness Lemma," supported by symbolic computation of the elimination ideal, showing that the configuration variety of a unit-distance $K_{3,3}$ (and by extension $K_{4,4}$) in $\mathbb{R}^2$ is algebraically singular and collapses to a lower-dimensional locus. This dimensional reduction precludes the existence of the amorphous, high-incidence structures required to sustain the $n^{4/3}$ scaling, effectively improving the upper bound for non-degenerate Euclidean configurations.
format Preprint
id arxiv_https___arxiv_org_abs_2601_18831
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Rigidity-Induced Scaling Laws in Unit Distance Graphs: The Algebraic Collapse of Dense Substructures
Aloisio, Lucas
Combinatorics
Metric Geometry
52C10 (Primary), 14P10, 05C10 (Secondary)
We revisit the classical Unit Distance Problem posed by Erdős in 1946. While the upper bound of $O(n^{4/3})$ established by Spencer, Szemer'edi, and Trotter (1984) is tight for systems of pseudo-circles, it fails to account for the algebraic rigidity inherent to the Euclidean metric. By integrating structural rigidity decomposition with the theory of Cayley-Menger varieties, we demonstrate that unit distance graphs exceeding a critical density must contain rigid bipartite subgraphs. We prove a "Flatness Lemma," supported by symbolic computation of the elimination ideal, showing that the configuration variety of a unit-distance $K_{3,3}$ (and by extension $K_{4,4}$) in $\mathbb{R}^2$ is algebraically singular and collapses to a lower-dimensional locus. This dimensional reduction precludes the existence of the amorphous, high-incidence structures required to sustain the $n^{4/3}$ scaling, effectively improving the upper bound for non-degenerate Euclidean configurations.
title Rigidity-Induced Scaling Laws in Unit Distance Graphs: The Algebraic Collapse of Dense Substructures
topic Combinatorics
Metric Geometry
52C10 (Primary), 14P10, 05C10 (Secondary)
url https://arxiv.org/abs/2601.18831