GWTC-1: A Gravitational-Wave Transient Catalog of Compact Binary Mergers Observed by LIGO and Virgo during the First and Second Observing Runs

B. P. Abbott, R. Abbott, T. D. Abbott, S. Abraham, F. Acernese, K. Ackley, C. Adams, R. X. Adhikari, V. B. Adya, C. Affeldt, M. Agathos, K. Agatsuma, N. Aggarwal, O. D. Aguiar, L. Aiello, A. Ain, P. Ajith, B. Allen, A. Allocca, M. Á. Aloy, P. A. Altin, A. Amato, A. Ananyeva, S. B. Anderson, W. G. Anderson, S. V. Angelova, S. Antier, S. Appert, K. Arai, M. C. Araya, J. S. Areeda, M. Arène, N. Arnaud, K. G. Arun, S. Ascenzi, G. Ashton, S. M. Aston, P. Astone, F. Aubin, P. Aufmuth, K. AultONeal, C. Austin, V. Avendano, A. Avila-Alvarez, S. Babak, P. Bacon, F. Badaracco, M. K. M. Bader, S. Bae, P. T. Baker, F. Baldaccini, G. Ballardin, S. W. Ballmer, S. Banagiri, J. C. Barayoga, S. E. Barclay, B. C. Barish, D. Barker, K. Barkett, S. Barnum, F. Barone, B. Barr, L. Barsotti, M. Barsuglia, D. Barta, J. Bartlett, I. Bartos, R. Bassiri, A. Basti, M. Bawaj, J. C. Bayley, M. Bazzan, B. Bécsy, M. Bejger, I. Belahcene, A. S. Bell, D. Beniwal, B. K. Berger, G. Bergmann, Sebastiano Bernuzzi, J. J. Bero, C. P. L. Berry, D. Bersanetti, A. Bertolini, J. Betzwieser, R. Bhandare, J. Bidler, I. A. Bilenko, S. A. Bilgili, G. Billingsley, J. Birch, R. Birney, O. Birnholtz, S. Biscans, S. Biscoveanu, A. Bisht, M. Bitossi, M. A. Bizouard, J. K. Blackburn, Jonathan Blackman, C. D. Blair, D. G. Blair, R. M. Blair, S. Bloemen, N. Bode, M. Boër, Y. Boetzel, G. Bogaert, F. Bondu, E. Bonilla, R. Bonnand, P. Booker, B. A. Boom, C. D. Booth, R. Bork, V. Boschi, S. Bose, K. Bossie, V. Bossilkov, J. Bosveld, Y. Bouffanais, A. Bozzi, C. Bradaschia, P. R. Brady, A. Bramley, M. Branchesi, J. E. Brau, T. Briant, J. H. Briggs, F. Brighenti, A. Brillet, M. Brinkmann, V. Brisson, P. Brockill, A. F. Brooks, D. D. Brown, S. Brunett, A. Buikema, T. Bulik, H. J. Bulten, A. Buonanno, D. Buskulic, M. J. Bustamante-Rosell, C. Buy, R. L. Byer, M. Cabero, L. Cadonati, G. Cagnoli, C. Cahillane, J. Calderón Bustillo, T. A. Callister, E. Calloni, J. B. Camp, William A. Campbell, M. Canepa, K. C. Cannon, H. Cao, J. 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Eichholz, S. S. Eikenberry, M. Eisenmann, R. A. Eisenstein, R. C. Essick, H. Estellés, D. Estevez, Z. B. Etienne, T. Etzel, M. Evans, T. M. Evans, V. Fafone, H. Fair, S. Fairhurst, X. Fan, S. Farinon, B. Farr, W. M. Farr, E. J. Fauchon-Jones, M. Favata, M. Fays, M. Fazio, C. Fee, J. Feicht, M. M. Fejer, Fan Feng, A. Fernandez-Galiana, I. Ferrante, E. C. Ferreira, T. A. Ferreira, F. Ferrini, F. Fidecaro, I. Fiori, D. Fiorucci, M. Fishbach, R. P. Fisher, J. M. Fishner, M. Fitz-Axen, R. Flaminio, M. Fletcher, E. Flynn, H. Fong, José A. Font, P. W. F. Forsyth, J.-D. Fournier, S. Frasca, F. Frasconi, Z. Frei, A. Freise, R. Frey, V. Frey, P. Fritschel, V. V. Frolov, P. Fulda, M. Fyffe, H. A. Gabbard, B. U. Gadre, S. M. Gaebel, J. R. Gair, L. Gammaitoni, M. R. Ganija, S. G. Gaonkar, C. García-Quirós, C. García-Quirós, F. Garufi, B. Gateley, S. Gaudio, G. Gaur, V. Gayathri, G. Gemme, E. Genin, A. Gennai, D. George, J. George, L. Gergely, V. Germain, S. Ghonge, Abhirup Ghosh, Archisman Ghosh, S. Ghosh, Bruno Giacomazzo, J. A. Giaime, K. D. Giardina, A. Giazotto, K. Gill, G. Giordano, L. Glover, P. Godwin, E. Goetz, R. Goetz, B. Goncharov, G. González, J. M. Gonzalez Castro, A. Gopakumar, M. L. Gorodetsky, S. E. Gossan, M. Gosselin, R. Gouaty, A. Grado, C. Graef, M. Granata, A. Grant, S. Gras, P. Grassia, C. Gray, R. Gray, G. Greco, A. C. Green, R. Green, E. M. Gretarsson, P. Groot, H. Grote, S. Grünewald, P. Grüning, G. M. Guidi, H. K. Gulati, Y. Guo, A. Gupta, Manoj Gupta, E. K. Gustafson, R. Gustafson, L. Haegel, O. Halim, B. R. Hall, E. D. Hall, E. Z. Hamilton, G. Hammond, M. Haney, M. M. Hanke, J. Hanks, C. Hanna, M. D. Hannam, O. A. Hannuksela, J. Hanson, T. Hardwick, K. Haris, J. Harms, I. W. Harry, I. W. Harry, C.‐J. Haster, K. Haughian, F. J. Hayes, J. Healy, A. Heidmann, M. C. Heintze, H. Heitmann, P. Hello, G. Hemming, M. Hendry, I. S. Heng, J. Hennig, A. W. Heptonstall, F. Hernandez Vivanco, M. Heurs, S. Hild, Tanja Hinderer, D. Hoak, S. Hochheim, D. Hofman, A. M. Holgado, N. A. Holland, K. Holt, D. E. Holz, Philip F. Hopkins, C. Horst, J. Hough, E. J. Howell, C. G. Hoy, A. Hreibi, Yan Huang, E. A. Huerta, D. Huet, B. Hughey, M. Hulko, S. Husa, S. H. Huttner, T. Huynh–Dinh, B. Idźkowski, A. Iess, C. Ingram, R. Inta, G. Intini, B. Irwin, H. N. Isa, J.-M. Isac, M. Isi, B. R. Iyer, K. Izumi, T. Jacqmin, S. J. Jadhav, K. Jani, N. N. Janthalur, P. Jaranowski, A. C. Jenkins, J. Jiang, D. S. Johnson, Nathan K. Johnson-McDaniel, A. W. Jones, D. I. Jones, R. W. L. Jones, R. J. G. Jonker, L. Ju, J. Junker, C. V. Kalaghatgi, V. Kalogera, B. Kamai, S. Kandhasamy, G. Kang, J. B. Kanner, S. J. Kapadia, S. Karki, K. S. Karvinen, Rahul Kashyap, M. Kasprzack, S. Katsanevas, E. Katsavounidis, W. Katzman, S. Kaufer, K. Kawabe, N. V. Keerthana, F. Kéfélian, D. Keitel, R. Kennedy, J. S. Key, F. Y. Khalili, H. Khan, I. Khan, S. Khan, Z. Khan, Е. А. Хазанов, M. Khursheed, N. Kijbunchoo, Chunglee Kim, J. C. 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Lough, C. O. Loustó, Geoffrey Lovelace, M. E. Lower, H. Lück, D. Lumaca, A. P. Lundgren, R. Lynch, Y. Ma, R. Macas, S. Macfoy, M. MacInnis, D. M. Macleod, A. Macquet, F. Magaña‐Sandoval, L. Magaña Zertuche, R. M. Magee, E. Majorana, I. Maksimovic, A. Malik, N. Man, V. Mandic, V. Mangano, G. L. Mansell, M. Manske, M. Mantovani, F. Marchesoni, F. Marion, Szabolcs Márka, Z. Márka, C. Markakis, A. S. Markosyan, A. Markowitz, E. Maros, Antonio Marquina, S. Marsat, F. Martelli, I. W. Martin, R. M. Martin, Д. В. Мартынов, K. Mason, E. Massera, A. Masserot, T. J. Massinger, M. Masso‐Reid, S. Mastrogiovanni, A. Matas, F. Matichard, L. Matone, N. Mavalvala, N. Mazumder, J. J. McCann, R. McCarthy, D. E. McClelland, S. McCormick, L. McCuller, S. C. McGuire, J. McIver, D. J. McManus, T. McRae, S. T. McWilliams, D. Meacher, G. D. Meadors, M. Mehmet, A. K. Mehta, J. Meidam, A. Melatos, G. Mendell, R. A. Mercer, L. Mereni, E. L. Merilh, M. Merzougui, S. Meshkov, C. Messenger, C. Messick, R. 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Talbot, D. Talukder, D. B. Tanner, M. Tápai, A. Taracchini, J. D. Tasson, R. Taylor, F. Thies, M. Thomas, P. Thomas, S. R. Thondapu, K. A. Thorne, E. Thrane, Shubhanshu Tiwari, Srishti Tiwari, V. Tiwari, K. Toland, M. Tonelli, Z. Tornasi, A. Torres-Forné, C. I. Torrie, D. Töyrä, F. Travasso, G. Traylor, M. C. Tringali, A. Trovato, L. Trozzo, R. Trudeau, K. W. Tsang, M. Tse, R. Tso, Leo Tsukada, D. Tsuna, D. Tuyenbayev, K. Ueno, D. Ugolini, C. S. Unnikrishnan, A. L. Urban, S. A. Usman, H. Vahlbruch, G. Vajente, G. Valdes, N. van Bakel, M. van Beuzekom, J. F. J. van den Brand, C. Van Den Broeck, D. C. Vander‐Hyde, J. V. van Heijningen, L. van der Schaaf, A. A. van Veggel, M. Vardaro, Vijay Varma, S. Vass, M. Vasúth, A. Vecchio, G. Vedovato, J. Veitch, P. J. Veitch, K. Venkateswara, G. Venugopalan, D. Verkindt, F. Vetrano, A. Viceré, A. D. Viets, D. J. Vine, J.-Y. Vinet, S. Vitale, T. Vo, H. Vocca, C. Vorvick, S. P. Vyatchanin, A. R. Wade, L. E. Wade, M. Wade, R. Walet, M. Walker, L. Wallace, S. Walsh, G. Wang, H. Wang, J. Z. Wang, W. H. Wang, Y. F. Wang, R. L. Ward, Z. A. Warden, J. Warner, M. Wąs, J. Watchi, B. Weaver, L.‐W. Wei, M. Weinert, A. J. Weinstein, R. Weiss, F. Wellmann, L. Wen, E. K. Wessel, P. Weßels, J. W. Westhouse, K. Wette, J. T. Whelan, L. V. White, B. F. Whiting, C. Whittle, D. M. Wilken, D. R. Williams, A. R. Williamson, J. L. Willis, B. Willke, M. H. Wimmer, W. Winkler, C. C. Wipf, H. Wittel, G. Woan, J. Woehler, J. K. Wofford, J. Worden, J. L. Wright, Di Wu, D. M. Wysocki, S. Xiao, H. Yamamoto, C. C. Yancey, L. Yang, M. J. Yap, M. Yazback, D. W. Yeeles, Hang Yu, Haocun Yu, S. H. R. Yuen, M. Yvert, A. K. Zadrożny, M. Zanolin, Francesco Zappa, T. Zelenova, J.‐P. Zendri, M. Zevin, J. Zhang, L. Zhang, T. Zhang, C. Zhao, M. Zhou, Z. Zhou, X. J. Zhu, Aaron Zimmerman, Yosef Zlochower, M. E. Zucker, J. Zweizig · Physical Review X · 2019 · astronomy · 10.1103/physrevx.9.031040 · record abbott2019-gwtc-1-a-gravitational-wave-transi
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Where this record's text came from. 2026-08-20 schema-0.3 pass: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
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Other fields define these differently the same word, defined another way in another discipline
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Every tag the record carries, each linking to every other paper in the corpus that carries it. A tag appears here whether or not its words occur in the article — the spans below are only the ones a sentence in this paper licenses. Of the 21 concept tags on this paper, all 21 are grounded in a quoted sentence.
PyCBC GstLAL cWB matched-filter searches unmodeled search false-alarm rate marginal events background triggers time-shifted data glitches scattered light compact binary coalescences GWs BBH mergers NSBH sky localization template signal-based vetoes triggers software injections waveform model ground motion template density arrival-time difference pipeline-specific noise “GW” designation background estimation observational-study
Method, as described: three searches over the same data - two matched-filter pipelines using relativistic waveform templates and one weakly modelled burst search - with significance set against a background built by time-shifting the detectors against each other

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second readingalternativesan independent re-reading of a facet, recorded whether or not it agrees
relation to other workclaim_relationshow this paper stands to another: agrees, contradicts, extends, qualifies
claim typeclaim_typethe shape of the claim: existence, mechanism, method, critique, prediction, null
concept edgeconcept_edgesan asserted relation between two concepts, with the sentence asserting it
conceptconceptsan idea the paper works with, quoted where the paper uses it
content tagcontent_tagsa finding, definition, quantity, statistic or variable named in the paper
contributioncontributionwhat the paper claims to add
controlcontrolsan experiment run to eliminate a rival explanation
limitationlimitationswhat the paper says its evidence cannot support
mechanismmechanismshow the reported effect is said to come about
methodmethodhow the paper produced its evidence
object of studyobject_of_studywhat the paper is about — the thing it investigates
phenomenonphenomenonthe effect or regularity under study
research questionresearch_questionthe question the paper sets itself
sensesensesa distinct use of a term, quoted where the paper fixes it

The paper

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Every tag on this page

alternatives 3 · claim_relations 3 · claim_type 1 · concept_edges 6 · concepts 21 · content_tags 19 · contribution 1 · controls 14 · limitations 6 · mechanisms 5 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 6

Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; none of 6 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

facettagfieldconf.whose words
object_of_studyevery candidate compact-binary merger signal in the LIGO-Virgo data from the first two observing runs - the 11 the collaboration is confident about and the 14 it is not
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object_of_studythe paper's words
research_questionwhich candidates in O1 and O2 are of astrophysical rather than terrestrial origin, at what significance, and what merger rates follow from the answer
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research_questionthe paper's words
contributionthe first LIGO-Virgo transient catalog: four previously unpublished binary black hole mergers, updated significances and parameters for every earlier detection, and an explicit list of the marginal candidates that were not resolved
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contributionthe paper's words
claim_typeexistence
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claim_typethe paper's words
phenomenongravitational waves from the inspiral, merger and ringdown of compact binary coalescences, detected by a network of ground-based interferometers
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phenomenonthe paper's words
methodobservational-study
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methodthe paper's words
mechanismslight scattered inside the interferometer puts excess power at low frequencies, appearing as arch shapes in a spectrogram; where those frequencies reach the analysis band it can produce a significant matched-filter trigger
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mechanisms[0]0.95the tagger's words
mechanismsstorms and earthquakes drive high-amplitude ground motion which both destabilises the interferometer and generates the scattering artifacts, so the environmental cause and the data artifact arrive together
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also in: ground motion
mechanisms[1]0.9the tagger's words
mechanismswhy noise triggers pile up at low chirp mass - the template bank is much more densely packed there, so noise has more chances to match something
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mechanisms[2]0.95the tagger's words
mechanismssky position is reconstructed from the difference in arrival time across separated detector sites, which is why adding Virgo to the two LIGO sites improves localisation so sharply
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mechanisms[3]0.95the tagger's words
mechanismsa noise trigger is a function of the pipeline that found it, so the same noise is not expected to appear in both searches - which is why agreement between pipelines carries information and disagreement does not immediately count against a candidate
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mechanisms[4]0.95the tagger's words
limitationsthe 14 marginal triggers cannot be resolved individually - some may be real and the analysis cannot say which
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limitations[0]0.95the tagger's words
limitationsrestated in the conclusions rather than left in the results: the COUNT of marginal events is as expected, and no particular one can be called signal or noise
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limitations[1]0.95the tagger's words
limitationswhere a candidate outranks the whole time-shifted background, the false-alarm rate is only a bound, and shortening the time-shift periods made that bound larger than the one previously published for the same events
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limitations[2]0.95the tagger's words
limitationsthe source properties rest on relativistic waveform models which the authors say do not necessarily incorporate all physical effects
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limitations[3]0.95the tagger's words
limitationsthe matched-filter searches assume quasicircular binaries with spins aligned or antialigned to the orbital angular momentum - a restriction on the template bank, though the authors note precessing systems are still often recovered
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limitations[4]0.95the tagger's words
limitationsindividual black hole spins are only weakly constrained
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limitations[5]0.95the tagger's words
controlssignificance measured against a background built by repeatedly time-shifting one detector's triggers against the other's and counting the coincidences that result
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eliminates: a chance alignment of independent noise in two detectors being read as a signal - the candidate is ranked against a background of coincidences manufactured from the same data · outcome: held
controls[0]0.85the tagger's words
controlsthe time shifts are chosen much larger than the light-travel delay between sites
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eliminates: a real astrophysical signal leaking into the background sample and inflating the false-alarm rate it is being measured against · outcome: held
controls[1]0.95the tagger's words
controlsGstLAL's noise model built from single-detector triggers that were NOT found in coincidence
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eliminates: real signals contaminating the model of what noise looks like - the same concern as the time shifts, met by a different construction · outcome: held
controls[2]0.95the tagger's words
controlsa veto on the network correlation coefficient, rejecting candidates below 0.7
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eliminates: instrumental glitches - the statistic sits near 1 for a real signal and far below it for a glitch, so a floor at 0.7 removes the second without a model of either · outcome: held
controls[3]0.85the tagger's words
controlsa minimum waveform duration of 0.15 s, which sets the high-mass edge of the search
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eliminates: short instrumental glitches ranking highly against the very short templates a higher mass limit would require · outcome: held
controls[4]0.95the tagger's words
controlstwo signal-based vetoes applied to PyCBC single-detector triggers
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eliminates: high-amplitude noise transients producing triggers that look like signals to the matched filter · outcome: held
controls[5]0.95the tagger's words
controlstime shifts restricted to within a single analysis period rather than across the whole run
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eliminates: a background averaged over detector states that differ - the noise changes substantially between the start of O1 and the end of O2. IT DOES NOT COME FREE and the authors say so: the reachable lower bound on the false-alarm rate gets larger · outcome: partial
controls[6]0.95the tagger's words
controlsa detector-characterisation investigation of every marginal trigger, using auxiliary sensors alongside the strain data, against two stated metrics
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eliminates: a known instrumental or environmental artifact being the whole explanation of a marginal trigger. PARTIAL BY THE PAPER'S OWN COUNT: nine of the fourteen coincide with known noise and four of those could account for the trigger · outcome: partial
controls[7]0.95the tagger's words
controlsglitch subtraction followed by reanalysis of the cleaned data - the counterfactual rather than the correlation
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eliminates: scattered light as the cause of the two triggers examined this way - with the artifact subtracted the trigger survives at similar significance, so the artifact was not producing it · outcome: held
controls[8]0.95the tagger's words
controlsa Poisson calculation on the clustering of five events into August 2017
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eliminates: a run of detections in one month being read as an excess over the expected rate - the probability of it happening in at least one of the ten comparable periods is 5.3% · outcome: held
controls[9]0.95the tagger's words
controlsan independent waveform reconstruction using wavelets and the unmodelled search, compared against the template-based reconstruction, both visually and by subtracting the best-fit waveform and reanalysing
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eliminates: the inferred signal being an artefact of the relativistic waveform models - which the authors introduce precisely by saying those models may not include all physics · outcome: held
controls[10]0.95the tagger's words
controlschecking that features appearing in the wavelet reconstruction's 90% band are absent from its 50% band, and reproducing them with simulated signals injected into real data
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eliminates: apparent extra structure in the reconstruction being read as disagreement with the template model - it is coherent noise, and it appears the same way for signals that are known to be real because they were injected · outcome: held
controls[11]0.95the tagger's words
controlsthe pipeline's response calibrated by recovering injected synthetic signals
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eliminates: the astrophysical probabilities resting on an assumed rather than a measured detection efficiency · outcome: held
controls[12]0.9the tagger's words
controlsthe unmodelled search's results excluded from the event-selection step
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eliminates: the event list depending on three different ranking statistics with three different noise models - selection rests on the two matched-filter searches only · outcome: held
controls[13]0.9the tagger's words
conceptsPyCBC
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also in: PyCBC
concepts[0]0.95the paper's words
conceptsGstLAL
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also in: GstLAL
concepts[1]0.95the paper's words
conceptscWB
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also in: cWB
concepts[2]0.95the paper's words
conceptsmatched-filter searches
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concepts[3]0.95the paper's words
conceptsunmodeled search
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concepts[4]0.95the paper's words
conceptsfalse-alarm rate
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concepts[5]0.95the paper's words
conceptsmarginal events
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concepts[6]0.95the paper's words
conceptsbackground triggers
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concepts[7]0.95the paper's words
conceptstime-shifted data
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concepts[8]0.95the paper's words
conceptsglitches
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also in: glitches
concepts[9]0.95the paper's words
conceptsscattered light
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concepts[10]0.95the paper's words
conceptscompact binary coalescences
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concepts[11]0.95the paper's words
conceptsGWs
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also in: GWs
concepts[12]0.95the paper's words
conceptsBBH mergers
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also in: BBH mergers
concepts[13]0.95the paper's words
conceptsNSBH
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also in: NSBH
concepts[14]0.95the paper's words
conceptssky localization
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concepts[15]0.95the paper's words
conceptstemplate
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also in: template
concepts[16]0.9the paper's words
conceptssignal-based vetoes
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concepts[17]0.95the paper's words
conceptstriggers
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also in: triggers
concepts[18]0.95the paper's words
conceptssoftware injections
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concepts[19]0.95the paper's words
conceptswaveform model
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concepts[20]0.95the paper's words
sensesweakly modeled - THE PAPER COINS THIS ABOUT ITSELF AND SAYS WHY. cWB is introduced as an unmodeled search, but the analysis reported here restricts it to signals that chirp in the time-frequency plane, so it is no longer model-free. The authors change the word rather than keep the stronger one
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senses[0]0.95the tagger's words
sensesmarginal - NEITHER ESTABLISHED NOR EXCLUDED, and the paper holds that line to the end. A marginal trigger passed the false-alarm threshold but was given less than a 50% probability of astrophysical origin by both matched-filter searches. It is not a non-detection and not a weak detection: it is a candidate the collaboration declines to resolve, and it says so in the conclusions as well as the results
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senses[1]0.95the tagger's words
sensesfalse-alarm rate - AN EMPIRICAL RATE MEASURED AGAINST TIME-SHIFTED DATA, NOT A PROBABILITY THAT THE EVENT IS NOISE. Where a candidate outranks every background trigger the search can only report a BOUND, and the bound depends on how much background time was available - which is why some FARs here are larger than the ones previously published for the same events
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senses[2]0.95the tagger's words
sensesindependent, of the three searches - INDEPENDENCE OF METHOD, NOT OF EVIDENCE. The conclusions say `three independent analyses` flatly; what is independent is the pipeline, the ranking statistic and the noise model, while the strain data are the same in all three. The body is more careful than the conclusion, which is worth knowing before the agreement between them is read as three confirmations
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senses[3]0.9the tagger's words
sensesGW versus marginal - A THRESHOLD CONVENTION, NOT A PROPERTY OF THE UNIVERSE. The boundary is a false-alarm rate ceiling of 1 per 30 days followed by a 50% astrophysical probability, both chosen by the collaboration. An event just under the line and one just over it differ by the convention, and the paper presents the choice as a choice
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senses[4]0.95the tagger's words
sensesdetection, in the phrase `no new gravitational-wave events were discovered` - THE O1 REANALYSIS FOUND NOTHING NEW BUT DID CHANGE AN OLD ANSWER. The same data through better pipelines moved LVT151012 across the threshold and it is now GW151012. So the null result is about new events only; the catalog's contents still changed
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senses[5]0.95the tagger's words
alternativesclaim_type: existence
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a second reading reaching the same value. Recorded: existence — note: A BLIND second reading by the project on 2026-08-25: the record's own claim type/method/phenomenon were not looked at until every value here was written and substring-verified. Not applied - a person decides. Sampling frame: the 504 staged records carrying no alternatives block, so this never re-measures the 202. All 11 records with 130+ tags were taken as a census and 19 more spread one per discipline across 22 disciplines - the dense non-neuroscience cell is the one the 202 do not contain (inside them, 94-100% of the densest bands are neuroscience; among these 11, one is).,
alternatives.claim_type0.9the tagger's words
alternativesmethod: observational-survey
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a second reading DIFFERING from the recorded value. Recorded: observational-study — note: A BLIND second reading by the project on 2026-08-25: the record's own claim type/method/phenomenon were not looked at until every value here was written and substring-verified. Not applied - a person decides. Sampling frame: the 504 staged records carrying no alternatives block, so this never re-measures the 202. All 11 records with 130+ tags were taken as a census and 19 more spread one per discipline across 22 disciplines - the dense non-neuroscience cell is the one the 202 do not contain (inside them, 94-100% of the densest bands are neuroscience; among these 11, one is).,
alternatives.method0.75the tagger's words
alternativesphenomenon: gravitational waves from compact binary mergers (binary black hole and binary neutron star coalescence) observed by LIGO and Virgo
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a second reading DIFFERING from the recorded value. Recorded: gravitational waves from the inspiral, merger and ringdown of compact binary coalescences, detected by a network of grou — note: A BLIND second reading by the project on 2026-08-25: the record's own claim type/method/phenomenon were not looked at until every value here was written and substring-verified. Not applied - a person decides. Sampling frame: the 504 staged records carrying no alternatives block, so this never re-measures the 202. All 11 records with 130+ tags were taken as a census and 19 more spread one per discipline across 22 disciplines - the dense non-neuroscience cell is the one the 202 do not contain (inside them, 94-100% of the densest bands are neuroscience; among these 11, one is).,
alternatives.phenomenon0.9the tagger's words
claim_relationsextends → the individual LIGO-Virgo detection papers for GW150914, GW151226, GW170104, GW170608, GW170814 and GW170817, whose significances and parameter estimates this catalog replaces
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claim_relations[0]0.95the tagger's words
claim_relationsconfirms → an independent catalog by another group which reanalysed the O1 data with the PyCBC pipeline and found the same three events, with identical FAR bounds for two of them
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claim_relations[1]0.95the tagger's words
claim_relationsqualifies → the collaboration's own earlier designation of LVT151012 as a trigger rather than an event, which the improved pipelines overturn
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claim_relations[2]0.95the tagger's words
concept_edgesmatched-filter searches —contrasted-with→ unmodeled search
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strength of the relation: 0.95 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span lists matched-filter and unmodeled searches side by side; contrasted-with is loose.
concept_edges[1]the tagger's words
concept_edgescWB —is-a→ unmodeled search
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strength of the relation: 0.85 · note: and the paper immediately withdraws the word for itself - see the 'weakly modeled' sense. The edge records what cWB is called at first mention, not what it is
also in: cWB · unmodeled search
concept_edges[2]the tagger's words
concept_edgesfalse-alarm rate —operationalised-as→ background triggers
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strength of the relation: 0.95 · note: the FAR is the rate of background triggers ranking at least as high as the candidate; the background is manufactured by time shifting, so the measure exists only relative to how much shifted time was analysed
concept_edges[3]the tagger's words
concept_edgesbackground triggers —operationalised-as→ time-shifted data
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strength of the relation: 1
concept_edges[4]the tagger's words
concept_edgesscattered light —causes→ triggers
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direction on the measure: increases · strength of the relation: 0.9 Audit 2026-09-28: DOUBTFUL - read against its span and kept, but scattered light produces excess power seen as arches; 'triggers' is not stated.
concept_edges[5]the tagger's words
concept_edgessignal-based vetoes —causes→ triggers
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direction on the measure: reduces · strength of the relation: 0.9 · note: the vetoes act on the TRIGGERS, not on the glitches - the noise transients are still in the instrument afterwards. Pointed here in the audit, where the edge had read 'vetoes reduce glitches', which the paper does not say and which is not true
concept_edges[7]the tagger's words
content_tags11 confident detections of gravitational waves from compact binary mergers are reported.
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content_tags.findings[0]0.95the tagger's words
content_tagsfour binary black hole mergers announced here for the first time: GW170729, GW170809, GW170818, GW170823
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content_tags.findings[1]0.95the tagger's words
content_tagsNo neutron star-black hole merger was detected.
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content_tags.findings[2]0.95the tagger's words
content_tagsNULL RESULT: reanalysing O1 with the improved pipelines discovered no new events at all - but it did raise GW151012's significance enough to relabel it
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content_tags.findings[3]0.95the tagger's words
content_tagsNULL RESULT: no binary component has been observed in either putative mass gap - the one between neutron stars and black holes, or the pair-instability gap
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content_tags.findings[4]0.95the tagger's words
content_tags14 candidates with FAR under 1 per 30 days are listed whose astrophysical origin can be neither established nor excluded.
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content_tags.findings[5]0.95the tagger's words
content_tagsthe two reconstruction methods, one using waveform models and one not, show no detectable discrepancies
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content_tags.findings[6]0.95the tagger's words
content_tagsa published false-alarm bound got WORSE: PyCBC's bound for GW150914 and GW151226 is higher here than in the original papers, because shorter time-shift periods were used
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content_tags.findings[7]0.95the tagger's words
content_tagsGW designation = probability of astrophysical origin above 50% in either matched-filter search, among events already under the false-alarm ceiling
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content_tags.definitions[0]0.95the tagger's words
content_tagsmarginal event = passed the false-alarm ceiling, but neither matched-filter search gives it more than 50% astrophysical probability
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content_tags.definitions[1]0.95the tagger's words
content_tagsthe background against which significance is measured is manufactured, by shifting one detector's triggers in time and counting the coincidences that survive
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content_tags.definitions[3]0.95the tagger's words
content_tagsthe matched-filter searches analysed 0.46 years of coincident data, in which about six triggers were expected from noise alone at the chosen threshold
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content_tags.quantities[0]0.95the tagger's words
content_tagsPyCBC found three marginal triggers and GstLAL eleven, against about six expected
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content_tags.quantities[1]0.9the tagger's words
content_tagsthe false-alarm threshold for inclusion: 1 per 30 days, about 12.2 per year, in at least one matched-filter search
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content_tags.quantities[2]0.95the tagger's words
content_tagsthe detector network is sensitive from about 15 Hz to a few kilohertz; the unmodelled search covers up to 1 kHz and durations of a few seconds
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value source note: THE DESCRIPTION DRAWS ON THE PAPER BEYOND THIS QUOTE: the 15 Hz and the few kilohertz are the detector network's range, stated in the introduction ('covering a frequency range from about 15 Hz…').
content_tags.quantities[3]0.95the tagger's words
content_tagsthe probability that a Poisson process would put five or more events into at least one of the ten comparable periods is 5.3%, so the August 2017 cluster is consistent with chance
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content_tags.statistics[0]0.95the tagger's words
content_tagsthe threshold is calibrated rather than assumed: at 1 per 30 days about two noise events per month are expected and about two signal events per month were observed, so a sample above that threshold is at least half noise
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content_tags.statistics[1]0.95the tagger's words
content_tagseleven marginal triggers where six were expected is unlikely but NOT unlikely enough to assert that any of them are astrophysical
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content_tags.statistics[2]0.95the tagger's words
content_tagscandidates with a network correlation coefficient below 0.7 are rejected: a real signal sits near 1, a glitch far below it
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content_tags.statistics[3]0.95the tagger's words

Interpretive choices

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© 2026 Shir Sivroni · ORCID 0009-0000-2597-2824