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The positive Grassmannian, the amplituhedron, and cluster algebras

Combinatorics · Submitted 21 Oct 2021

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim We will explain how ideas from oriented matroids, tropical geometry, and cluster algebras shed light on the structure of the positive Grassmannian and the amplituhedron.

how it is stated · asserted 0.93 read the record →

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arXiv ID2110.10856 (version 2)
Pith IDWIP6BRKW, Pith's permanent record of this paper and its review
CitationLauren K. Williams. "The positive Grassmannian, the amplituhedron, and cluster algebras." arXiv:2110.10856 (2021). https://pith.science/paper/WIP6BRKW
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,751 input tokens.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.04 · human participants 0.02 · controlled comparison 0.01 · randomized assignment 0.01 · states quantitative result 0.03 · compares with prior results 0.04 · mentions code or data availability 0.01.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

The positive Grassmannian $Gr_{k,n}^{\geq 0}$ is the subset of the real Grassmannian where all Pl\"ucker coordinates are nonnegative. It has a beautiful combinatorial structure as well as connections to statistical physics, integrable systems, and scattering amplitudes. The amplituhedron $\mathcal{A}_{n,k,m}(Z)$ is the image of the positive Grassmannian $Gr_{k,n}^{\geq 0}$ under a positive linear map $\mathbb{R}^n \to \mathbb{R}^{k+m}$. We will explain how ideas from oriented matroids, tropical geometry, and cluster algebras shed light on the structure of the positive Grassmannian and the amplituhedron.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The positive Grassmannian $Gr_{k,n}^{\geq 0}$ is the subset of the real Grassmannian where all Pl\"ucker coordinates are nonnegative. background 1.00 0.06 0.04 asserted 1.00
s1 It has a beautiful combinatorial structure as well as connections to statistical physics, integrable systems, and scattering amplitudes. background 1.00 0.07 0.06 asserted 1.00
s2 The amplituhedron $\mathcal{A}_{n,k,m}(Z)$ is the image of the positive Grassmannian $Gr_{k,n}^{\geq 0}$ under a positive linear map $\mathbb{R}^n \to \mathbb{R}^{k+m}$. background 0.97 0.10 0.10 asserted 1.00
s3 We will explain how ideas from oriented matroids, tropical geometry, and cluster algebras shed light on the structure of the positive Grassmannian and the amplituhedron. contribution 0.82 0.50 0.25 asserted 0.93

What kind of paper the classifier reports this is: review 0.93 · evidence from argument 0.65.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
not examined
  • full text
  • figures and tables
  • references and citing sentences
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  • P abstract
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  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The positive Grassmannian $Gr_{k,n}^{\geq 0}$ is the subset of the real Grassmannian where all Pl\"ucker coordinates are nonnegative. It has a beautiful combinatorial structure as well as connections to statistical physics, integrable systems, and scattering amplitudes. The amplituhedron $\mathcal{A}_{n,k,m}(Z)$ is the image of the positive Grassmannian $Gr_{k,n}^{\geq 0}$ under a positive linear map $\mathbb{R}^n \to \mathbb{R}^{k+m}$. We will explain how ideas from oriented matroids, tropical geometry, and cluster algebras shed light on the structure of the positive Grassmannian and the amplituhedron.

Human review
References
How the literature uses it

10 arXiv papers cite this in 11 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 4 sentences without a confident label

Cites it as background 7 papers
  • A family of Plücker coordinates is said to be weakly separated if all pairs of Plücker coordinates in it are weakly separated [ref] .

    Pl\"ucker inequalities for weakly separated coordinates in totally nonnegative Grassmannian · Generalization to pairs of weakly separated Plücker coordinates · 0.94

  • The proof of this equality, however, requires introducing the notion of plabic graphs and how they parametrize positroid cells in the Grassmannian $$ [ref] , which exceeds the scope of this paper, and thus will be treated in future work.

    Bicolored tilings and the Scott map · Scott map on bicolored tilings · 0.83

  • The Amplituhedron has been studied from a purely mathematical perspective as a natural generalization of the positive Grassmannian with many exciting properties [ref] .

    Loops of Loops Expansion in the Amplituhedron · Introduction · 0.93

What it cites · 28 sentences without a confident label

Uses the method or tool of 1 paper
Compares with 1 paper
Cites as support 2 papers
Cites as background 3 papers

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