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Framing energetic top-quark pair production at the LHC

High Energy Physics - Phenomenology · Submitted 15 Jan 2021

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

The authors' main claim At leading order, the top and anti-top are produced in a back-to-back topology, however this topology accounts only for a minority of $t \bar t$ events with TeV-scale momentum transfer.

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arXiv ID2101.06068 (version 1)
Pith IDGW3YERYJ, Pith's permanent record of this paper and its review
CitationFabrizio Caola, Fr\'ed\'eric A. Dreyer, Gavin P. Salam, Ross W. McDonald. "Framing energetic top-quark pair production at the LHC." arXiv:2101.06068 (2021). https://pith.science/paper/GW3YERYJ
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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, 4,920 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.13 · human participants 0.01 · controlled comparison 0.06 · randomized assignment 0.01 · states quantitative result 0.09 · compares with prior results 0.12 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Top-quark pair production is central to many facets of LHC physics. At leading order, the top and anti-top are produced in a back-to-back topology, however this topology accounts only for a minority of $t \bar t$ events with TeV-scale momentum transfer. The remaining events instead involve the splitting of an initial or final-state gluon to $t \bar t$. We provide simple quantitative arguments that explain why this is the case and examine the interplay between different topologies and a range of variables that characterise the event hardness. We then develop a method to classify the topologies of individual events and use it to illustrate our findings in the context of simulated events, using both top partons and suitably defined fiducial tops. For events with large $t \bar t$ invariant mass, we comment on additional features that have important experimental and theoretical implications.

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 Top-quark pair production is central to many facets of LHC physics. background 1.00 0.05 0.03 asserted 1.00
s1 At leading order, the top and anti-top are produced in a back-to-back topology, however this topology accounts only for a minority of $t \bar t$ events with TeV-scale momentum transfer. background 0.91 0.17 0.10 asserted 1.00
s2 The remaining events instead involve the splitting of an initial or final-state gluon to $t \bar t$. background 0.95 0.09 0.08 asserted 1.00
s3 We provide simple quantitative arguments that explain why this is the case and examine the interplay between different topologies and a range of variables that characterise the event hardness. contribution 0.99 0.95 0.22 asserted 0.97
s4 We then develop a method to classify the topologies of individual events and use it to illustrate our findings in the context of simulated events, using both top partons and suitably defined fiducial tops. method 0.84 0.96 0.08 asserted 1.00
s5 For events with large $t \bar t$ invariant mass, we comment on additional features that have important experimental and theoretical implications. interpretation 0.84 0.80 0.11 asserted 0.51

What kind of paper the classifier reports this is: method or tool 0.83 · evidence from simulation or computation 0.59.

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  • references and citing sentences
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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

Top-quark pair production is central to many facets of LHC physics. At leading order, the top and anti-top are produced in a back-to-back topology, however this topology accounts only for a minority of $t \bar t$ events with TeV-scale momentum transfer. The remaining events instead involve the splitting of an initial or final-state gluon to $t \bar t$. We provide simple quantitative arguments that explain why this is the case and examine the interplay between different topologies and a range of variables that characterise the event hardness. We then develop a method to classify the topologies of individual events and use it to illustrate our findings in the context of simulated events, using both top partons and suitably defined fiducial tops. For events with large $t \bar t$ invariant mass, we comment on additional features that have important experimental and theoretical implications.

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How the literature uses it

2 arXiv papers cite this in 2 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

What it cites · 51 sentences without a confident label

Uses the method or tool of 12 papers
  • We will consider events at a $pp$ centre-of-mass energy of $√(s)=13$, simulated with the process [ref] of POWHEG Box v2 [ref] , revision 3660, using the PDF set [ref] via LHAPDF [ref] , and a top mass of $173$, interfaced to Pythia 8.240 [ref] , Monash13 tune [ref] , with multiple interactions turned off.

    PDF4LHC recommendations for LHC Run II · Results · 1.00

  • We will consider events at a $pp$ centre-of-mass energy of $√(s)=13$, simulated with the process [ref] of POWHEG Box v2 [ref] , revision 3660, using the PDF set [ref] via LHAPDF [ref] , and a top mass of $173$, interfaced to Pythia 8.240 [ref] , Monash13 tune [ref] , with multiple interactions turned off.

    An Introduction to PYTHIA 8.2 · Results · 1.00

  • We will consider events at a $pp$ centre-of-mass energy of $√(s)=13$, simulated with the process [ref] of POWHEG Box v2 [ref] , revision 3660, using the PDF set [ref] via LHAPDF [ref] , and a top mass of $173$, interfaced to Pythia 8.240 [ref] , Monash13 tune [ref] , with multiple interactions turned off.

    LHAPDF6: parton density access in the LHC precision era · Results · 1.00

Uses data or values from 1 paper
  • We are grateful to the authors of Ref. [ref] for supplying us with the MiNNLO event sample that we used for cross-checks in Appendix [ref], to Pier Monni, Paolo Nason and Giulia Zanderighi for comments on the manuscript and to Lucian Harland-Lang and Gregory Soyez for helpful discussions.

    Next-to-next-to-leading order event generation for top-quark pair production · Acknowledgements · 0.80

Compares with 1 paper
Cites as support 2 papers
  • This is the reason why one should be wary of using $m_$ as a renormalisation and factorisation scale for calculating the $m_$ distribution, and would expect the use of $μ=m_$ to lead to poor stability, as observed in Ref. [ref] .[Similar considerations apply to the measurement of the running top-quark mass as a function of $m_$ [ref] .

    Dynamical scales for multi-TeV top-pair production at the LHC · Event hardness variables and their leading-order behaviour · 0.98

  • This is the reason why one should be wary of using $m_$ as a renormalisation and factorisation scale for calculating the $m_$ distribution, and would expect the use of $μ=m_$ to lead to poor stability, as observed in Ref. [ref] .[Similar considerations apply to the measurement of the running top-quark mass as a function of $m_$ [ref] .

    Running of the top quark mass from proton-proton collisions at $\sqrt{s} =$ 13 TeV · Event hardness variables and their leading-order behaviour · 0.98

Cites as background 19 papers
  • One consideration that we have not explored in any depth is that of enhancements of perturbative contributions by logarithms of the hardness scale divided by the top mass (e.g.FONLL [ref] , BFKL in both $t$-channel quark [ref] and gluon exchange [ref] , BFKL in EW exchange [ref] , double logarithms [ref] and BFKL logarithms [ref] in final state fragmentation, and double-log small-$x$ non-singlet enhancements [ref] ).

    The p_T Spectrum in Heavy-Flavour Hadroproduction · Conclusions · 0.96

  • One consideration that we have not explored in any depth is that of enhancements of perturbative contributions by logarithms of the hardness scale divided by the top mass (e.g.FONLL [ref] , BFKL in both $t$-channel quark [ref] and gluon exchange [ref] , BFKL in EW exchange [ref] , double logarithms [ref] and BFKL logarithms [ref] in final state fragmentation, and double-log small-$x$ non-singlet enhancements [ref] ).

    The BMS Equation and c\bar{c} Production; A Comparison of the BMS and BK Equations · Conclusions · 0.96

  • One consideration that we have not explored in any depth is that of enhancements of perturbative contributions by logarithms of the hardness scale divided by the top mass (e.g.FONLL [ref] , BFKL in both $t$-channel quark [ref] and gluon exchange [ref] , BFKL in EW exchange [ref] , double logarithms [ref] and BFKL logarithms [ref] in final state fragmentation, and double-log small-$x$ non-singlet enhancements [ref] ).

    Top production at large p_t at NLO+NLL accuracy · Conclusions · 0.96

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