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Universality and Kinematic Dependence of Hadronization Effects in DIS Global Event Shapes

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Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
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Radja Boughezal, Haotian Cao, Zhong-Bo Kang, Xiaohui Liu, Sonny Mantry, Frank Petriello

High Energy Physics - Phenomenology · Submitted 16 Aug 2026

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

The authors' main claim However, this dependence is explicitly calculable, allowing for universality of leading hadronization effects in the 1-Jettiness class.

how it is stated · asserted 1.00 read the record →

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arXiv ID2608.15898 (version 1)
Pith ID3W2WEKOW, Pith's permanent record of this paper and its review
CitationFrank Petriello, Haotian Cao, Radja Boughezal, Sonny Mantry, Xiaohui Liu, Zhong-Bo Kang. "Universality and Kinematic Dependence of Hadronization Effects in DIS Global Event Shapes." arXiv:2608.15898 (2026). https://pith.science/paper/3W2WEKOW
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The compiled record

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, 5,040 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.22 · human participants 0.01 · controlled comparison 0.09 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.31 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

We propose a unified framework for a combined global analysis to constrain leading hadronization effects across the 1-Jettiness class of global event shapes for Deep Inelastic Scattering (DIS). We show that for the subclass of jet-based event shapes where the leading jet direction is determined dynamically event-by-event, the leading hadronization effects can acquire a non-trivial dependence on the hard scattering kinematics. However, this dependence is explicitly calculable, allowing for universality of leading hadronization effects in the 1-Jettiness class. The non-trivial kinematic dependence provides an independent lever arm for simultaneously constraining hadronization effects in the jet-based and DIS thrust event shapes. This universality, combined with the kinematic lever arm, could allow for including the typically ignored peak region, where hadronization effects are most severe, in precision extractions of the strong coupling. We demonstrate the need for such a unified treatment of hadronization effects through comparisons of theoretical predictions with simulation data.

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 We propose a unified framework for a combined global analysis to constrain leading hadronization effects across the 1-Jettiness class of global event shapes for Deep Inelastic Scattering (DIS). contribution 0.99 0.62 0.14 asserted 0.68
s1 We show that for the subclass of jet-based event shapes where the leading jet direction is determined dynamically event-by-event, the leading hadronization effects can acquire a non-trivial dependence on the hard scattering kinematics. result 0.98 0.87 0.17 asserted 0.70
s2 However, this dependence is explicitly calculable, allowing for universality of leading hadronization effects in the 1-Jettiness class. result 0.66 0.75 0.45 asserted 1.00
s3 The non-trivial kinematic dependence provides an independent lever arm for simultaneously constraining hadronization effects in the jet-based and DIS thrust event shapes. interpretation 0.83 0.48 0.15 asserted 0.95
s4 This universality, combined with the kinematic lever arm, could allow for including the typically ignored peak region, where hadronization effects are most severe, in precision extractions of the strong coupling. interpretation 0.96 0.14 0.24 hedged possibility 1.00
s5 We demonstrate the need for such a unified treatment of hadronization effects through comparisons of theoretical predictions with simulation data. contribution 0.66 0.92 0.07 asserted 1.00

What kind of paper the classifier reports this is: theoretical result 0.77 · evidence from simulation or computation 0.88.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • 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

We propose a unified framework for a combined global analysis to constrain leading hadronization effects across the 1-Jettiness class of global event shapes for Deep Inelastic Scattering (DIS). We show that for the subclass of jet-based event shapes where the leading jet direction is determined dynamically event-by-event, the leading hadronization effects can acquire a non-trivial dependence on the hard scattering kinematics. However, this dependence is explicitly calculable, allowing for universality of leading hadronization effects in the 1-Jettiness class. The non-trivial kinematic dependence provides an independent lever arm for simultaneously constraining hadronization effects in the jet-based and DIS thrust event shapes. This universality, combined with the kinematic lever arm, could allow for including the typically ignored peak region, where hadronization effects are most severe, in precision extractions of the strong coupling. We demonstrate the need for such a unified treatment of hadronization effects through comparisons of theoretical predictions with simulation data.

Human review

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References
How the literature uses it

What this paper does with the arXiv papers it cites

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

What it cites · 87 sentences without a confident label

Uses the method or tool of 3 papers
  • We use the profile functions [ref] in Ref. [ref] to capture the $ξ$ dependence of these scalings.

    Higgs Production with a Central Jet Veto at NNLL+NNLO · Introduction · 0.98

  • We use the profile functions [ref] in Ref. [ref] to capture the $ξ$ dependence of these scalings.

    Theory Uncertainties for Higgs and Other Searches Using Jet Bins · Introduction · 0.98

  • The null jet reference vector $q_J^μ=(K_J_T coshy_K, K⃗_J_T, K_J_Tsinhy_K)$ is constructed from the transverse momentum $K_J_T$ and rapidity $y_K$ of the leading jet found through a standard jet algorithm, such as the anti-$k_T$ algorithm [ref] with jet radius $R$, which we set to $R=0.5$.

    FastJet user manual · Introduction · 1.00

Cites as background 11 papers

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