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Reconstructing the Inflaton Potential---in Principle and in Practice

High Energy Physics - Phenomenology · Submitted 22 Mar 1993

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

The authors' main claim We conclude that in practice, a full reconstruction of the functional form of the potential will not be possible within the foreseeable future.

how it is stated · asserted 0.85 read the record →

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arXiv IDhep-ph/9303288 (version 1)
Pith ID6WC2PNOE, Pith's permanent record of this paper and its review
CitationAndrew R. Liddle, Edmund Copeland, Edward W. Kolb, James E. Lidsey. "Reconstructing the Inflaton Potential---in Principle and in Practice." arXiv:hep-ph/9303288 (1993). https://pith.science/paper/6WC2PNOE
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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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,283 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.94 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.67 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Generalizing the original work by Hodges and Blumenthal, we outline a formalism which allows one, in principle, to reconstruct the potential of the inflaton field from knowledge of the tensor gravitational wave spectrum or the scalar density fluctuation spectrum, with special emphasis on the importance of the tensor spectrum. We provide some illustrative examples of such reconstruction. We then discuss in some detail the question of whether one can use real observations to carry out this procedure. We conclude that in practice, a full reconstruction of the functional form of the potential will not be possible within the foreseeable future. However, with a knowledge of the dark matter components, it should soon be possible to combine intermediate-scale data with measurements of large-scale cosmic microwave background anisotropies to yield useful information regarding the potential.

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 Generalizing the original work by Hodges and Blumenthal, we outline a formalism which allows one, in principle, to reconstruct the potential of the inflaton field from knowledge of the tensor gravitational wave spectrum or the scalar density fluctuation spectrum, with special emphasis on the importance of the tensor spectrum. contribution 0.98 0.83 0.05 asserted 0.53
s1 We provide some illustrative examples of such reconstruction. contribution 0.95 0.87 0.02 asserted 0.98
s2 We then discuss in some detail the question of whether one can use real observations to carry out this procedure. contribution 0.87 0.63 0.03 unclear 0.85
s3 We conclude that in practice, a full reconstruction of the functional form of the potential will not be possible within the foreseeable future. limitation 0.58 0.80 0.77 asserted 0.85
s4 However, with a knowledge of the dark matter components, it should soon be possible to combine intermediate-scale data with measurements of large-scale cosmic microwave background anisotropies to yield useful information regarding the potential. future work 0.60 0.42 0.10 hedged possibility 0.99

What kind of paper the classifier reports this is: method or tool 0.79 · evidence from proof or derivation 0.67.

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  • C citations
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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

Generalizing the original work by Hodges and Blumenthal, we outline a formalism which allows one, in principle, to reconstruct the potential of the inflaton field from knowledge of the tensor gravitational wave spectrum or the scalar density fluctuation spectrum, with special emphasis on the importance of the tensor spectrum. We provide some illustrative examples of such reconstruction. We then discuss in some detail the question of whether one can use real observations to carry out this procedure. We conclude that in practice, a full reconstruction of the functional form of the potential will not be possible within the foreseeable future. However, with a knowledge of the dark matter components, it should soon be possible to combine intermediate-scale data with measurements of large-scale cosmic microwave background anisotropies to yield useful information regarding the potential.

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References
How the literature uses it

24 arXiv papers cite this in 34 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 · 15 sentences without a confident label

Uses its method or tool 4 papers
Cites it as background 12 papers

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