Research notes on every problem, and a library of the papers behind them. Built from the open erdos repository.
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Two Equilateral Scales in Two-Colorings of the Plane
binary_transfer: For two colors and three-point configurations the monochromatic indicator is quadratic, so OpenAI's projection onto continuous vectors preserves avoidance after thresholding. The algebraic-family version uses the release's rigidity premise; the two-scale version uses the one-parameter rigidity extension and applies to every real scale ratio.
circle_exclusion: At a boundary point of a measurable coloring that weakly misses equilateral sides 1 and x, the density points on a suitable circle must be invariant under a dense group of rotations while a sixty-degree turn swaps the colors, unless that circle meets the boundary in positive length, which a null boundary cannot sustain. With the Bessel bound this excludes every ratio x != 1 for measurable colorings.
evidence/: The whole-conclusion review and separate grade, their exact native subjects, independent derivations, and rational Bessel check.
rigidity_extension: The function-field unit template replaces the number-field selection in the wild-character rigidity proof. The other steps use countability, real closedness and divisibility of the rotation group. This gives the residual-correlation vanishing required for two-scale binary transfer.
spectral_exclusion: Avoiding equilateral triangles of side r forces the rotation-averaged pair correlation -1/3 at distance r. A Bessel bound then excludes sides 1 and x for x >= 3/2 or x <= 2/3: for measurable colorings outright, and for every coloring when x is algebraic, granting the Lean rigidity theorem of OpenAI's plane-coloring release.
transcendental_scales: The algebraic closure of Q(x) is an exact carrier for the two-scale problem. The smaller algebraic span of 1 and x admits an XOR avoider. Unit-vector templates, finite witnesses and algebraic-line continuity describe the transfer interfaces; the function-field finite-cover proof supplies the template used in the rigidity extension.
unit_templates: A finite cover of the unit group by translated kernels of a functional linear over the algebraic numbers would force a finite-dimensional quotient, where Cayley transforms rule out the cover. This supplies the unit-vector template for the transcendental rigidity argument.
The project mathematics is credited to Plasma AI. The whole-conclusion record retains an independent review and a separate PASS grade accepting refutation-failed for the complete seven-step argument below. The unused alternative routes retain their stated author standing. The result is the accepted Plasma AI claim on Problem 173, accepted on this corpus's rebuild, Comparator check and kernel replay of its external Lean formalization and a graded review of the formal statements, which its source card records.
Target
Problem 173 asks whether, in every two-coloring of the plane, every triangle with at most one exception has a monochromatic congruent copy. Its problem assessment records the status open, with three partial claim pages, none bearing on whether one coloring can miss two triangles. By Lemma 1.3 and Corollary 1.4 of Jelínek, Kynčl, Stolař and Valla, which they take from Erdős, Graham, Montgomery, Rothschild, Spencer and Straus, a coloring that contains a monochromatic equilateral triangle of side contains every triangle with a side , and a coloring that contains a monochromatic triangle with sides contains a monochromatic equilateral triangle of one of those sides. Hence the problem is equivalent to this two-scale question, the target of the lead: for which , , does every two-coloring of the plane contain a monochromatic equilateral triangle of side or of side ? A full solution answers it for every such , or exhibits a coloring missing two sides. The question is symmetric under , and copies may be taken by translations and rotations alone, since equilateral triangles are symmetric under reflection.
The compactness argument and the nonuniform witness sizes near ([[theory/discrete_geometry/L32_equilateral_witness_size/_index|L32, finite witnesses must grow as x tends to 1]]) are recorded on [[research/geometric_configuration_interfaces/colorings|the coloring certificates account]].
Proof sketch
Candidate conclusion. Every two-coloring of the whole plane contains a monochromatic congruent copy of every non-equilateral triangle, including every collinear triple of distinct points, and misses at most one equilateral side length. Thus it misses at most one triangle congruence class, which, if present, is equilateral.
The independent whole review and separate grade cover this exact conclusion, formulation and consumed source extensions. The examined mathematical argument is unchanged; its frozen excerpts and independent derivations are retained in the whole-conclusion record. The formal statements that the Lean formalization proves include collinear triples of distinct points and allow reflected copies; the claim page states what its acceptance covers.
- Finite forcing. Lemma 1.3 and Corollary 1.4 of Jelínek et al. reduce the question to simultaneous avoidance of equilateral sides and . The eight-point configuration is reconstructed in coordinates on the [[research/leads/equilateral_two_scale/circle_exclusion|circle account]], including its orientation-preserving maps and its positive-measure version. No picture is needed for this interface.
- Carrier. Given , use , where is the real closure of inside , and its unit group . This is a countable dense carrier containing both equilateral triangles. Proposition 3 of the [[research/leads/equilateral_two_scale/transcendental_scales|carrier account]] also proves its exact equivalence to the whole-plane avoidance question by finite compactness and real-closed transfer.
- Unit template. At transcendental , Theorem 1 of the [[research/leads/equilateral_two_scale/unit_templates|finite-cover account]] rules out a finite cover of by the kernels of an -linear functional with , where is the algebraic numbers. It reduces such a cover to a finite function field, forces rational Cauchy transforms, and factors the functional through a finite-dimensional algebra where Cayley transforms contradict the cover. Propositions 6--8 of the carrier account turn this into the rational unit-vector template required by the rigidity proof. At algebraic , the original number-field selection has its stated hypotheses.
- Haar rigidity. Theorem 2 of the [[research/leads/equilateral_two_scale/rigidity_extension|rigidity extension]] applies the template to the wild-character proof in Sections 2 and 3 of the OpenAI plane-coloring manuscript. Its other field inputs are countability, density, real closedness and divisibility of , all discharged there. The source's relative-singularity, compact-tower and multiple-average arguments supply the radial identities; the template replaces the number-field step. Every wild invariant character law on is therefore Haar, by the reviewed argument. This is a prose proof of the needed extension, not a promotion of the separate Lean interface (R0).
- Binary transfer. In an invariant law on an avoiding coloring, projection of the origin sign onto continuous vectors is conditional expectation. Corollary 3 of the rigidity extension preserves every nonzero pair correlation. The identity on , with equality only when both endpoint signs occur, gives a Borel weakly avoiding coloring by joint sampling and thresholding. The binary account supplies this argument; it applies on to both scales for every real .
- Measurable exclusion. Theorem 4 of the circle account excludes weak measurable avoidance at two unequal scales. A Bessel bound treats and . Inside that window a boundary point would force alternation under a sixty-degree rotation and invariance under an irrational rotation on one of its two circles, unless the circle contains a positive-length part of the null boundary. The two-step circle map rules out a nonempty null set with that property. Empty measure-theoretic boundary makes a color null or conull, contradicting avoidance. This argument needs no classification of measurable single-scale avoiders.
- Whole conclusion. If an arbitrary coloring missed equilateral sides , rescale to . Step 5 would give a weak measurable avoider, contradicting step 6. Thus at most one equilateral side is missed. Step 1 gives every non-equilateral triangle, and hence the stated at-most-one-congruence-class conclusion.
The source inputs and project deductions retain their individual reading and review standing. In particular the source's accepted five-color bounds do not independently verify any part of this new conclusion.
The following unused alternative concerns the zebra-like class. It would give the measurable exclusion from a classification of measurable avoiders as zebra-like colorings, which remains unknown. The candidate proof does not assume that classification.
Proposition (two zebra scales). No measurable coloring agrees almost everywhere both with a zebra-like coloring at scale and with one at scale . This uses Definition 3.2 of Jelínek et al., including its condition (d), without assuming polygonality.
Proof. Use coordinates in the two unit directions of a zebra-like coloring at scale , and put . For two points of one boundary curve with horizontal displacement , , and vertical displacement , take the lower point as . Translate the higher point to the next curve by one of and , choosing the sign so that its horizontal distance from is . Its vertical distance from is , so the angle with the horizontal is at least . Condition (d) makes the distance at most . Therefore
In particular no two distinct points on the curve have the same horizontal coordinate. Its horizontal projection is connected and invariant under integer translation, hence is all of . The displayed bound and subdivision into horizontal increments at most make the curve the graph of a -periodic -Lipschitz function. The neighboring graphs have vertical separation at least , and the curves form a locally finite family. They are null sets. Each point of a curve has both adjacent colors in positive area in every disk, whereas off the curves there is a monochromatic neighborhood. Thus their union is the essential boundary, determined by the coloring up to null sets.
Two zebra-like colorings agreeing almost everywhere consequently have the same boundary, and its connected components are the same individual curves. The graph of a bounded periodic function has no translation period with nonzero vertical component. A common curve, periodic in both zebra directions, therefore forces those directions to be parallel. Choose common horizontal and upward directions. A consecutive pair of common curves is obtained by translation through in the first description and through in the second; reversing a horizontal direction does not change the curve, by its horizontal period. The difference of these two translations is a period of one curve. Its vertical component is , so .
This is an author-recorded implication about the defined zebra-like class, not a classification of measurable avoiding colorings.
Limits of the alternative routes
The smallest carrier at a transcendental ratio supports an XOR avoider and violates Haar rigidity. It is a proper carrier and supplies no whole-plane counterexample. The exact carrier and its full unit group are essential to the candidate proof.
The source's number-field selection cannot simply be applied to transcendental cover rotations. The function-field finite-cover theorem supplies a replacement; it does not place those rotations in a number field. The two-element template and the separate algebraic-line mass bound of Proposition 9 in the carrier account remain valid weaker deductions, but neither alone gives the required vanishing.
Two Bessel moments are feasible near . They do not by themselves exclude measurable avoidance there; the circle argument supplies that exclusion. Parallel straight-strip classification is false, and a classification by the more general zebra-like colorings remains unknown. Neither classification is a premise of the candidate.
Verification scope
The whole-conclusion grade accepts the finite-branch argument, uniform rational Cauchy space and finite-dimensional quotient, the field hypotheses of the retained source lemmas, the circle proof and Bessel bounds, and finite forcing of the exact triangle formulation. It covers arbitrary colorings and every real positive unequal ratio, including collinear triples of distinct points. The rigidity input is discharged in the examined prose chain.
The separate Lean interface, source PDF fidelity, novelty and outside acceptance are outside that grade. The external Lean formalization of the result is checked separately, on its source card; it follows this route with the departures its blueprint lists, among them an elementary nested-squares argument in place of Federer's criterion. The source-access account identifies the editions and external theorem boundaries. A stronger or repaired mathematical statement would require its own examination; repository checks add no mathematical coverage.
Sources and reading
- OpenAI 2026:
manuscript Definition 2.1 through Lemma 2.7, Section 3 and Section 4 read
at proof depth in the transcription; the opening of Section 5 through
Definition 5.1 and the proof of Lemma 5.5 read; the remaining portions of
Sections 5 to 8 are not used here. The Lean
files
Ergodicity.lean,Basic.leanandRepresentations.leanunderlean/OAI/Analysis/PlaneSpectrum/andBorelTransfer.leanandFive.leanunderlean/OAI/Geometry/PlaneColoring/were read for the statements and the dependency chain named on the spectral account; the proofs of the rigidity files were not read. - Jelínek et al. 2009: Sections 1 and 2, Definitions 3.1 and 3.2, Theorem 3.3 and Lemmas 3.4 to 3.12 with Claim 3.11 read in the transcription; Theorems 3.19 and 3.20 at statement and proof level. Definition 3.2 was also read on the page image of p. 7; no transcription repair was needed.
- Shkredov 2015: the source card and Theorem 1 at statement level, for the comparison on the spectral account.
- Jelínek et al. 2009, Lemma 1.3: proof read in the transcription; the eight-point configuration and all six orientation-preserving target maps are independently derived in the circle account for the measure form.
- L32: statement and proof.
- Federer's criterion for finite perimeter (H. Federer, Geometric Measure Theory, 1969, 4.5.11): statement, boundary definition and perimeter formula read in P. Lahti, arXiv:1804.11216v1, Introduction and Section 2, pp. 1--2 and 5--6; the original proof was not read.
- Tarski's transfer principle for real closed fields and Ramanujan sums: cited at statement level as standard facts, not read here.
- NIST DLMF, Bessel definitions: equations 10.2.1 and 10.2.2, and the large-argument asymptotic, at formula level. The rational enclosures and zero-spacing argument in Lemma 1 are derived in the spectral account.