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The Mass Distribution of Stellar Black Holes

Astrophysics · Submitted 4 Aug 1997 · 23 references

Pith's verdict: The 7 Msun cluster is a real empirical result worth citing; the 'gap' to neutron stars is a posterior on the lower edge of an assumed uniform distribution, not a statement about nature.

T0 · AI review

How this review was made: An AI referee (selfhosted/deepseek-v4.1-flash) read the paper on November 13, 2026 and answered a fixed list of questions about it. T0 is the starting level every paper gets. The levels describe how deeply Pith has checked the paper, never the authors.

  1. T0 AI review An AI read the paper and answered a fixed list of questions.
  2. T1 Audit Automatic checks that the references and files the paper relies on exist and match.
  3. T2 Compute The paper's code or calculations re-run with the same results.
  4. T3 Formal statement The claims written out in a formal math language a computer can read.
  5. T4 Proof Those claims proved, and the proof checked by computer.

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arXiv IDastro-ph/9708032 (version 2)
Pith IDFE3VDRL6, Pith's permanent record of this paper and its review
CitationCharles D. Bailyn, Jerome A. Orosz, Paolo Coppi, Raj K. Jain. "The Mass Distribution of Stellar Black Holes." arXiv:astro-ph/9708032 (1997). https://pith.science/paper/FE3VDRL6
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Referee report
The paper

The paper claims

Six of seven measured stellar black holes may sit at nearly the same mass, about seven suns, with V404 Cyg the odd one out.

The reading

The paper asks whether the handful of black holes with measured masses in transient low-mass X-ray binaries were drawn from a common parent distribution, and if so what that distribution looks like. Using a Bayesian fit that folds in the observational errors on mass function, mass ratio, and inclination, the authors find that a single narrow mass bin near $7 M_☉$ describes six of the seven systems well, while V404 Cyg is strongly disfavoured as a member of that group. They also find that the lower edge of the black hole distribution probably lies above $3 M_☉$, leaving a gap between black holes and the neutron stars, whose observed masses top out near $1.7 M_☉$. The claim matters because standard supernova fallback models predict a smooth remnant-mass distribution piled up near neutron star masses, which is not what the data appear to show.

What carries the argument

The engine is a Bayesian model-comparison calculation over a grid in the $(m_l, m_u)$ plane. For each candidate uniform parent distribution, the likelihood of each observed mass function is obtained by integrating over the true mass function, the mass ratio $q$ (taken Gaussian around the tabulated value), and the inclination $i$ (taken with $P(∝) sin i$ between the tabulated limits), using $m_1 = f(m)(1+q)^2/ sin^3 i$. Multiplying the per-source likelihoods gives the global likelihood of the model, and the ratio of global likelihoods between models — with and without a given source — is the odds ratio used to argue that V404 Cyg belongs to a different population.

Extended reading notes

Core claim

The authors compile the seven low-mass X-ray transients with measured mass functions and no X-ray bursts, and for each one combine the mass function with the measured mass ratio and the allowed inclination range to get a range of possible primary masses. Because those ranges are strongly non-Gaussian, they do not average them; instead they assume the parent black hole masses are uniform between a lower limit $m_l$ and an upper limit $m_u$, and compute the Bayesian probability of each $(m_l, m_u)$ pair given the data. With all seven sources the 95% contour spans roughly $11$–$17 M_☉$ in $m_u$ and $m_l ≤ 7 M_☉$. Removing V404 Cyg raises the global likelihood of the model by a factor of about 134 and pulls the best-fit limits together to $m_l = 6.91 M_☉$ and $m_u = 6.97 M_☉$, so that a single mass near $7 M_☉$ becomes a plausible description of the remaining six. The same fit gives a 95% probability that $m_l > 3 M_☉$, which the authors read as a real gap between the black hole population and the neutron star population.

Load-bearing premise

The whole result rests on assuming the parent black hole masses are spread uniformly between a lower and an upper cutoff, so that the two fitted endpoints can be read as a cluster near seven solar masses and as a gap above the neutron stars.

Editorial extensions

If this is right

  • If six transient black hole binaries share a mass near $7 M_☉$, then the remnant mass is set by something other than a smooth monotonic function of progenitor mass, such as a threshold or step in the amount of fallback material.
  • The claimed gap between the black hole lower limit and the $1.7 M_☉$ neutron star ceiling would mean the compact objects of this Galaxy fall into two separated mass groups rather than a continuum.
  • V404 Cyg's anomalously high mass, together with its longer orbit and more evolved secondary, would point to post-supernova mass transfer as a way of adding to a black hole's mass.
  • Because the authors argue that selection effects do not suppress the detection of low-mass black hole transients, the absence of systems in the gap becomes a statement about astrophysics rather than about survey sensitivity.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • The conclusion is stated in terms of the endpoints of a uniform box, so the natural next test is to refit the same seven systems with a Gaussian, a power law, or a two-component parent distribution and compare global likelihoods; a unimodal narrow distribution and a truncated broad one can fit equally well with only seven points.
  • The sharpest empirical lever is not a new source but a better inclination for A0620-00, whose tabulated range $31°$–$70.5°$ alone spans a factor of several in inferred mass and dominates the low-mass tail of the fit.
  • If the mass gap is real, it should also appear in black holes detected by gravitational-wave mergers, where masses are measured without any of the binary-evolution selection that governs X-ray transients; a merger population filling the $2$–$5 M_☉$ range would argue against a universal gap.
  • A step-function fallback threshold would leave a chemical signature, since the material that recollapses is material that never returns to the interstellar medium; comparing the inferred threshold mass against chemical-evolution yields of massive stars is a way to test the proposed mechanism independently.
Original abstract

We examine the distribution of masses of black holes in transient low mass X-ray binary systems. A Bayesian analysis suggests that it is probable that six of the seven systems with measured mass functions have black hole masses clustered near seven solar masses. There appears to be a significant gap between the masses of these systems and those of the observed neutron stars. The remaining source, V404 Cyg, has a mass significantly larger than the others, and our analysis suggests that it is probably drawn from a different distribution. Selection effects do not appear to play a role in producing the observed mass distribution, which may be explained by currently unknown details of the supernova explosions and of binary evolution prior to the supernova.

The compiled record

The paper's own sentences, arranged, kept beside the review and separate from it. 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.

Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,223 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.63 · human participants 0.01 · controlled comparison 0.27 · randomized assignment 0.01 · states quantitative result 0.95 · compares with prior results 0.27 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We examine the distribution of masses of black holes in transient low mass X-ray binary systems. A Bayesian analysis suggests that it is probable that six of the seven systems with measured mass functions have black hole masses clustered near seven solar masses. There appears to be a significant gap between the masses of these systems and those of the observed neutron stars. The remaining source, V404 Cyg, has a mass significantly larger than the others, and our analysis suggests that it is probably drawn from a different distribution. Selection effects do not appear to play a role in producing the observed mass distribution, which may be explained by currently unknown details of the supernova explosions and of binary evolution prior to the supernova.

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 examine the distribution of masses of black holes in transient low mass X-ray binary systems. contribution 0.96 0.87 0.03 asserted 0.78
s1 A Bayesian analysis suggests that it is probable that six of the seven systems with measured mass functions have black hole masses clustered near seven solar masses. result 1.00 0.90 0.59 hedged possibility 1.00
s2 There appears to be a significant gap between the masses of these systems and those of the observed neutron stars. result 0.98 0.72 0.27 hedged possibility 0.77
s3 The remaining source, V404 Cyg, has a mass significantly larger than the others, and our analysis suggests that it is probably drawn from a different distribution. result 0.96 0.90 0.13 hedged possibility 0.90
s4 Selection effects do not appear to play a role in producing the observed mass distribution, which may be explained by currently unknown details of the supernova explosions and of binary evolution prior to the supernova. interpretation 0.97 0.79 0.33 hedged possibility 0.86

What kind of paper the classifier reports this is: empirical study 0.87 · evidence from analysis of existing data 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
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

Figures
Figure 1. — Mass ranges for the compact primaries of the seven source
Figure 2. — Probability contours in the (mL, mU ) plane. Inner contour contains 50% of the probability; outer contour contains 95% of the probability. Top panel includes GS 2023+34; bottom panel does not
Figure 3. — Cumulative probability that mU − mL is less than a given value. Top panel includes GS 2023+34; bottom panel does not. Note that in the absence of GS 2023+34, a much narrower range of masses is required
Figure 4. — Cumulative probability that mL is below a given value. Top panel includes GS 2023+34; bottom panel does not. Note that in the absence of GS 2023+34, there is a > 95% probability that mL > 3M⊙

Figures reproduced from arXiv:astro-ph/9708032 by the authors.

References
How the literature uses it

40 arXiv papers cite this in 47 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 · 36 sentences without a confident label

Contests it 1 paper
  • [ref] The detection of GW190814 seems to invalidate this hypothesis: with a mass $m_2 = 2.59^+0.08_-0.09 M_⊙$, the secondary object in the GW190814 binary falls right in this lower gap, meaning that this object was either the heaviest neutron star or the lightest black hole ever observed.

    Recent LIGO-Virgo discoveries · GW190814 · contest 0.80

Uses its data or values 3 papers
Compares with it 1 paper
Cites it as background 6 papers

Discussion

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