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REVIEW 1 major objections 5 minor 2 cited by

This paper tests general relativity with 168 binary black-hole, neutron-star, and mixed mergers, and finds no evidence for deviations from the theory.

Reviewed by Pith at T0; open to challenge. T0 means a machine referee read the full paper against a public rubric. the ladder, T0–T4 →

T0 review · deepseek-v4-flash

2026-08-01 12:52 UTC pith:3MYYCF3L

load-bearing objection The new LVK GR-test catalog is the reference to cite for O4 results: the null result is mostly overdetermined, but the uncalibrated positive tensor–vector polarization Bayes factor is a real loose end the authors wave away. the 1 major comments →

arxiv 2607.19293 v1 pith:3MYYCF3L submitted 2026-07-21 gr-qc astro-ph.HE

GWTC-5.0: Tests of General Relativity

The LIGO Scientific Collaboration , the Virgo Collaboration , the KAGRA Collaboration: A. G. Abac , A. Abe , I. Abouelfettouh , F. Acernese , K. Ackley , A. Adam
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S. Adhicary D. Adhikari R. X. Adhikari V. K. Adkins S. Afroz A. Agapito D. Agarwal M. Agathos N. Aggarwal S. Aggarwal O. D. Aguiar I.-L. Ahrend L. Aiello A. Ain P. Ajith T. Akutsu L. Albers W. Ali S. Al-Kershi C. Allene A. Allocca S. Al-Shammari J. A. Alvarez S. Alvarez-Lopez W. Amar O. Amarasinghe A. Amato F. Amicucci C. Amra A. B. Anand C. Anand A. Ananyeva S. B. Anderson W. G. Anderson M. Andia M. Ando F. Andrade-Oliveira M. Andr\'es-Carcasona J. L. Andrey T. Andri\'c J. Anglin J. Anna J. M. Antelis S. Antier T. Aoki M. Aoumi E. Z. Appavuravther E. A. Appelt S. Appert S. K. Apple K. Arai A. Araya M. C. Araya M. Arca Sedda F. Arciprete J. S. Areeda N. Aritomi F. Armato S. Armstrong N. Arnaud M. Arogeti S. M. Aronson G. Ashton Y. Aso L. Asprea M. Assiduo S. Assis de Souza Melo S. M. Aston P. Astone P. S. Aswathi F. Attadio F. Aubin K. AultONeal G. Avallone N. Avdeev E. A. Avila S. Babak C. Badger S. Bae S. Bagnasco S. Baimukhametova L. Baiotti T. Baka K. A. Baker T. Baker G. Balbi G. Baldi N. Baldicchi M. Ball G. Ballardin M. Ballelli S. W. Ballmer S. Banagiri B. Banerjee D. Bankar T. M. Baptiste P. Baral M. Baratti J. C. Barayoga K. Baric B. C. Barish D. Barker D. Barman N. Barman F. Barone B. Barr M. Barrios L. Barsotti M. Barsuglia D. Barta M. A. Barton I. Bartos A. Basalaev R. Bassiri A. Basti M. Bawaj J. C. Bayley A. C. Baylor P. A. Baynard II M. Bazzan V. M. Bedakihale F. Beirnaert M. Bejger A. S. Bell C. Bellani D. S. Bellie D. Beltran-Martinez E. Benedetti W. Benoit I. Bentara M. Ben Yaala S. Bera F. Bergamin B. K. Berger M. Beroiz C. P. L. Berry I. Berry D. Bersanetti T. Bertheas A. Bertolini J. Betzwieser D. Beveridge N. Bevins J. Bezerra-Sobrinho R. Bhandare R. Bhatt A. Bhattacharjee D. Bhattacharjee S. Bhattacharyya S. Bhaumik V. Biancalana F. Bianchi I. A. Bilenko M. Bilicki G. Billingsley A. Binetti S. Bini S. Biot O. Birnholtz S. Biscoveanu A. Bisht M. Bitossi M.-A. Bizouard S. Blaber J. K. Blackburn L. A. Blagg C. D. Blair D. G. Blair M. Bloch N. Bode N. Boettner P. Bogdan G. Boileau M. Boldrini G. N. Bolingbroke L. D. Bonavena V. A. Bonhomme E. Bonilla M. S. Bonilla A. Bonino R. Bonnand A. Borchers N. Borghi V. Boschi S. Bose V. Bossilkov Y. Bothra A. Boudon T. D. Boybeyi M. Boyle A. Bozzi C. Bradaschia M. J. Brady P. R. Brady A. Branch M. Branchesi T. Briant A. Brillet M. Brinkmann P. Brockill E. Brockmueller A. F. Brooks D. D. Brown M. L. Brozzetti S. Brunett G. Bruno R. Bruntz J. Bryant Y. Bu F. Bucci A. Buchicchio A. Buggiani O. Bulashenko T. Bulik H. J. Bulten A. Buonanno K. Burtnyk R. Buscicchio N. Busdon D. Buskulic R. L. Byer R. Cabrita V. A. C\'aceres-Barbosa L. Cadonati G. Cagnoli C. Cahillane A. Calafat J. Calder\'on Bustillo J. D. Callaghan T. A. Callister E. Calloni S. R. Callos K. Cannon V. Cantory H. Cao L. A. Capistran E. Capocasa G. Capoccia E. Capote C. Capuano G. Capurri F. Carbognani K. J. Cardona-Mart\'inez M. Carlassara M. Carpinelli G. Carrillo G. Carullo A. Casallas-Lagos J. Casanueva Diaz C. Casentini S. Caudill M. Cavagli\`a R. Cavalieri A. Ceja G. Cella P. Cerd\'a-Dur\'an E. Cesarini N. Chabbra W. Chaibi A. Chakraborty P. Chakraborty S. Chakraborty S. Chalathadka Subrahmanya C. Chan J. C. L. Chan M. Chan K. Chandra C.-Y. Chang K. Chang S. Chao P. Charlton E. Chassande-Mottin C. Chatterjee Debarati Chatterjee Deep Chatterjee M. Chaturvedi S. Chaty K. Chatziioannou A. Chen A. H.-Y. Chen D. Chen H. Chen H. Y. Chen S. Chen Yanbei Chen Yiwen Chen G. Cheng H. P. Cheng P. Chessa T. Cheunchitra H. T. Cheung S. Y. Cheung F. Chiadini G. Chiarini A. Chiba A. Chincarini D. Chintala A. Chiummo A. Chopra C. Chou S. Choudhary N. Christensen Y. K. Chu S. S. Y. Chua G. Ciani P. Ciecielag M. Cie\'slar M. Cifaldi B. Cirok F. Clara J. A. Clark T. A. Clarke A. Claveus M. R. Claypool S. Clesse F. Cleva S. M. Clyne E. Coccia E. Codazzo P.-F. Cohadon D. E. Cohen E. Colangeli O. Cole M. Colleoni C. G. Collette J. Collins S. Colloms A. Colombo G. Comp\`ere C. M. Compton G. Connolly L. Conti T. R. Corbitt I. Cordero-Carri\'on S. Corezzi M. Corman N. J. Cornish A. Corsi S. Cortese L. A. Corubolo L. Cotnoir R. Cottingham J. A. Cotturone M. W. Coughlin P. Couvares R. Coyne A. Cozzumbo J. D. E. Creighton T. D. Creighton S. Crook R. Crouch J. Csizmazia K. Csuk\'as T. J. Cullen A. Cumming E. Cuoco M. Cusinato R. R. Cuzinatto L. V. da Concei\c{c}\~ao T. Dal Canton S. Dall'Osso S. Dal Pra G. D\'alya Y. Dang B. D'Angelo S. Danilishin O. Danner S. D'Antonio K. Danzmann K. E. Darroch L. P. Dartez R. Das S. Das A. Dasgupta V. Dattilo A. Daumas I. Dave A. Davenport T. F. Davies D. Davis M. C. Davis P. Davis E. J. Daw M. Dax J. De Bolle E. deBruin M. Deenadayalan J. Degallaix M. De Laurentis C. J. Delgado Mendez F. De Lillo S. Della Torre W. Del Pozzo O. M. del Rio A. Demagny F. De Marco G. Demasi F. De Matteis C. de Melo N. Demos T. Dent A. Depasse N. DePergola R. De Pietri R. De Rosa C. De Rossi E. K. Derrick M. Desai D. DeSantis S. Deshmukh V. Deshmukh R. De Simone S. Determan S. Dhage A. Dhani R. Dhatri R. Dhurkunde R. Diab C. Diaz M. C. D\'iaz F. Diaz Guerra M. Di Cesare M. A. Dicorato T. Dietrich C. Di Fronzo M. Di Giovanni D. Diksha J. Ding S. Di Pace I. Di Palma D. Di Piero F. Di Renzo Divyajyoti A. Dmitriev J. P. Docherty Z. Doctor N. Doerksen E. Dohmen A. Doke A. Domiciano De Souza L. D'Onofrio F. Donovan K. L. Dooley S. Doravari O. Dorosh F. Dosopoulou M. Drago J. C. Driggers M. Dubois R. S. Dumbreck U. Dupletsa D. D'Urso P. Dutta Roy H. Duval S. Dwivedi S. E. Dwyer C. Eassa W. East M. Eberhardt M. Ebersold M. Ebiri G. Eddolls A. Effler J. Eichholz H. Einsle M. Eisenmann M. Emma K. Endo R. Enficiaud V. Ernst L. Errico R. Espinosa M. Esposito R. C. Essick H. Estell\'es T. Etzel M. Evans T. Evstafyeva J. M. Ezquiaga F. Fabrizi V. Fafone S. Fairhurst X. Fan A. M. Farah B. Farr W. M. Farr M. Favata M. Fays M. Fazio J. Feicht M. M. Fejer J.-N. Feldhusen E. Fenyvesi A. Feo J. Fernandes T. Fernandes G. Fern\'andez Rodr\'iguez D. Fernando S. Ferraiuolo T. A. Ferreira M. Ferrer-Martinez F. Fidecaro P. Figura E. Finch I. Fiori M. Fishbach R. P. Fisher S. K. Fitzgerald V. Fiumara R. Flaminio B. Flanagan S. M. Fleischer L. S. Fleming F. Flocco E. Floden H. Fong J. A. Font F. Fontinele-Nunes C. Foo B. Fornal P. W. F. Forsyth A. Fragkos N. Franchini A. Franco-Ordovas F. Frappez F. Frasconi J. P. Freed Z. Frei A. Freise O. Freitas R. Frey W. Frischhertz P. Fritschel V. V. Frolov M. Fuentes-Garcia R. Fujii T. Fujimori Y. Fujiwara P. Fulda M. Fyffe J. R. Gair S. Galaudage V. Galdi M. Galimberti A. Gamboa S. Gamoji A. Ganguly B. Garaventa P. Garc\'ia Abia J. Garc\'ia-Bellido C. Garc\'ia-Quir\'os J. W. Gardner S. Garg J. Gargiulo X. Garrido A. Garron F. Garufi P. A. Garver C. Gasbarra F. Gautier V. Gayathri T. Gayer G. Gemme A. Gennai V. Gennari J. George R. George O. Gerberding L. Gergely A. Ghinassi Archisman Ghosh Sayantan Ghosh Shaon Ghosh Shrobana Ghosh Suprovo Ghosh Tathagata Ghosh J. A. Giaime K. D. Giardina D. R. Gibson C. Gier F. Gittins J. Glanzer F. Glotin E. Glowacki J. Godfrey R. V. Godley O. Godwin A. S. Goettel E. Goetz J. Golomb S. Gomez Lopez G. Gonz\'alez P. Goodarzi S. R. Goode A. Goodwin-Jones M. Gosselin S. M. Goss-Grubbs C. Gostiaux R. Gouaty D. W. Gould D. Goupilliere K. Govorkova A. Grado V. Graham A. E. Granados M. Granata V. Granata S. Gras P. Grassia C. Gray R. Gray G. Greco A. C. Green L. Green S. R. Green A. M. Gretarsson E. M. Gretarsson D. Griffith L. Grimaldi C. Grimaud H. Grote S. Grunewald A. G. Guerrero G. M. Guidi T. Guidry H. K. Gulati F. Gulminelli H. Guo W. Guo Y. Guo A. Gupta I. Gupta N. C. Gupta S. K. Gupta V. Gupta N. Gupte N. Guttman F. Guzman M. Haberland S. Haino E. D. Hall E. Z. Hamilton G. Hammond W.-B. Han M. Haney J. Hanks C. Hanna M. D. Hannam O. A. Hannuksela H. Hansen J. Hanson R. Harada A. R. Hardison S. Harikumar K. Haris I. Harley-Trochimczyk J. Harms G. M. Harry I. W. Harry M. T. Hartman B. Haskell C.-J. Haster K. Haughian H. Hayakawa K. Hayama J. Hedberg A. Heffernan D. Hegde M. C. Heintze J. Heinzel H. Heitmann F. Hellman A. F. Helmling-Cornell G. Hemming O. Henderson-Sapir M. Hendry I. S. Heng M. H. Hennig C. Henshaw A. Heranval M. Heurs A. L. Hewitt J. Heynen J. Heyns S. Hido S. Hild M. Hill S. Hill Y. Himemoto C. Hirose D. Hofman N. A. Holland K. Holley-Bockelmann I. J. Hollows D. E. Holz L. Honet K. M. Hoops M. E. Hoque D. J. Horton-Bailey J. Hough S. Hourihane N. T. Howard E. J. Howell C. G. Hoy P. Hsi H.-Y. Hsieh C. Hsiung S.-H. Hsu W.-F. Hsu H. Y. Huang Y. Huang A. D. Huddart B. Hughey D. C. Y. Hui S. Husa L. Iampieri G. A. Iandolo M. Ianni Y. Ichinose K. Ide R. Iden A. Ierardi S. Ikeda H. Imafuku K. Imai Y. Inoue P. Iosif J. Irwin K. Ishida R. Ishikawa T. Ishikawa H. Ishino M. Isi K. S. Isleif Y. Itoh S. Iwaguchi M. M. Iwaya B. R. Iyer C. Jacquet T. Jacquot S. J. Jadhav S. P. Jadhav K. Jain A. L. James K. Jani S. Jani J. Janquart N. N. Janthalur S. Jaraba P. Jaranowski R. Jaume W. Javed M. Jensen W. Jia J. Jiang H.-B. Jin S.-J. Jin G. R. Johns N. A. Johnson M. C. Johnston R. Johnston N. Johny D. H. Jones D. I. Jones R. Jones P. Joshi S. K. Joshi G. Joubert J. Ju L. Ju I. L. Juarez-Reyes K. Jung H. B. Kabagoz B. Kacskovics T. Kajita I. Kaku V. Kalogera M. Kalomenopoulos M. Kamiizumi N. Kanda S. Kandhasamy G. Kang J. B. Kanner S. J. Kapadia D. P. Kapasi A. Karia A. S. Karia R. Kashyap M. Kasprzack H. Kato T. Kato E. Katsavounidis W. Katzman R. Kaushik K. Kawabe S. Kawamura D. Keitel S. A. Kemper L. J. Kemperman J. Kennington R. Kesharwani J. S. Key R. Khadela S. S. Khadkikar F. Y. Khalili C. Khamar F. Khan M. Khursheed N. M. Khusid W. Kiendrebeogo C. Kim G. Kim J. C. Kim K. Kim M. H. Kim S. Kim Y.-M. Kim C. Kimball K. Kimes M. Kinnear J. S. Kissel S. Klimenko A. M. Knee N. Knust K. Kobayashi S. M. Koehlenbeck K. Kohri K. Kokeyama S. Koley P. Kolitsidou A. E. Koloniari K. Komori K. Kompanets A. K. H. Kong A. Kontos K. Kopczuk L. M. Koponen M. Korobko X. Kou N. Kouvatsos T. Koyama D. B. Kozak E. Kraja S. L. Kranzhoff V. Kringel N. V. Krishnendu S. Kroker A. Kr\'olak K. Kruska J. Kubisz K. Kubota G. Kuehn D. Kukla A. Kulur Ramamohan Achal Kumar Anil Kumar Dhruv Kumar Praveen Kumar Prayush Kumar Rahul Kumar Rakesh Kumar Ravi Kumar J. Kume K. Kuns N. Kuntimaddi S. Kuroyanagi K. Kwak K. Kwan S. Kwon G. Lacaille A. Laeuger D. Laghi A. H. Laity N. Lajili A. Lakhal E. Lalande M. Lalleman S. Lalvani M. Landry R. N. Lang A. Lange J. A. Lange R. Langgin B. Lantz I. La Rosa O. Laske P. D. Lasky L. Lavezzi J. Lawrence M. Laxen A. Lazzarini C. Lazzaro P. Leaci L. Leali Y. K. Lecoeuche H. W. Lee J. Lee K. Lee R.-K. Lee R. Lee Sungho Lee Sunjae Lee W. Lee Y. Lee F. Legger I. N. Legred J. Lehmann L. Lehner M. Le Jean A. Lema\^itre R. Lemrani Alaoui M. Lenti M. Leonardi M. Lequime M. Lesovsky N. Letendre M. Lethuillier Y. Levin S. Lexmond K. Leyde A. K. Y. Li F. Li K. L. Li T. G. F. Li X. Li Y. Li Z. Li Q. Liang C-Y. Lin E. T. Lin F. Lin L. C.-C. Lin Y.-C. Lin C. Lindsay S. D. Linker A. Liu F. Liu G. C. Liu Jian Liu S. Liu F. Llamas Villarreal J. Llobera-Querol R. K. L. Lo J.-P. Locquet S. C. G. Loggins L. T. London A. Longo M. Lopez Portilla A. Lorenzo-Medina V. Loriette M. Lormand M. Lorusso G. Losurdo T. P. Lott IV J. D. Lough H. A. Loughlin C. O. Lousto N. K. Y. Low N. Lu H. L\"uck O. Lukina D. Lumaca A. P. Lundgren L. Lunghini A. W. Lussier L.-T. Ma S. Ma X. Ma M. Ma'arif S. MacBride K. Machida D. M. Macleod I. A. O. MacMillan A. Macquet S. S. Madekar S. Maenaut S. S. Magare R. M. Magee E. Maggio M. Magnozzi P. Mahapatra M. Mahesh S. Majhi E. Majorana C. N. Makarem E. Makelele N. Malagon D. Malakar J. A. Malaquias-Reis U. Mali S. Maliakal A. Malik L. Mallick A.-K. Malz N. Man M. Mancarella V. Mandic V. Mangano Z. Mangi B. Mannix G. L. Mansell M. Manske M. Mantovani M. Mapelli S. Marchetti F. Marion J. Mark A. S. Markosyan J. Markus E. Maros S. Marsat F. Martelli I. W. Martin R. M. Martin B. B. Martinez M. Martinez V. Martinez A. Martini Juan Carlos Martins Julio C. Martins D. V. Martynov E. J. Marx L. Massaro A. Masserot M. Masso-Reid T. Masters S. Mastrogiovanni G. Mastropasqua M. Matiushechkina A. Matte-Landry L. Maurin N. Mavalvala N. Maxwell A. McCann G. McCarrol R. McCarthy D. E. McClelland S. McCormick L. McCuller L. I. McDermott C. McElhenny G. I. McGhee K. B. M. McGowan J. McIver A. McLeod I. McMahon T. McRae R. McTeague K. McWhirter D. Meacher B. N. Meagher R. Mechum L. G. Medeiros R. M. Mehta A. Melatos C. S. Menoni R. A. Mercer L. Mereni K. Merfeld E. L. Merilh J. R. M\'erou C. Messick M. Meyer-Conde F. Meylahn H. Miao C. Michel Y. Michimura H. Middleton D. P. Mihaylov S. J. Miller M. Millhouse E. Milotti V. Milotti E. Minakaki Y. Minenkov Ll. M. Mir L. Mirasola C.-A. Miritescu A. Mishra C. Mishra T. Mishra A. Mitchell J. G. Mitchell O. Mitchem K. Mitman S. Mitra V. P. Mitrofanov K. Mitsuhashi R. Mittleman O. Miyakawa S. Miyoki G. Mo L. Mobilia S. R. P. Mohapatra M. Molina-Ruiz M. Mondin M. Montani G. Montefusco C. J. Moore D. Moraru A. More S. More C. Moreno E. A. Moreno G. Moreno A. Moreso Serra C. Morgan S. Morisaki S. Moriwaki Y. Moriwaki G. Morras A. Moscatello M. Mould B. Mours C. M. Mow-Lowry L. Muccillo F. Muciaccia Arunava Mukherjee D. Mukherjee Samanwaya Mukherjee Soma Mukherjee Subroto Mukherjee Suvodip Mukherjee N. Mukund A. Mullavey C. L. Mungioli Y. Murakami M. Murakoshi P. G. Murray D. Nabari S. Nadji A. Nagar N. Nagarajan K. Nakagaki A. Nakamura K. Nakamura H. Nakano M. Nakano D. Nanadoumgar-Lacroze D. Nandi V. Napolano S. U. Naqvi P. Narayan A. Nardecchia I. Nardecchia T. Narikawa H. Narola R. S. Nathan L. Naticchioni R. K. Nayak J. Neeson L. Negri A. Nela C. Nelle A. Nelson T. J. N. Nelson A. Nemmani A. Neunzert M. Newell S. Ng T. C. K. Ng L.-A. T. Nguyen T. T. Nguyen L. Nguyen Quynh A. B. Nielsen Y. Nishino A. Nishizawa S. Nissanke W. Niu F. Nocera J. Noller M. Norman C. North J. Novak G. Nurbek L. K. Nuttall K. Obayashi J. Oberling C. E. Ochoa C. O'Connor J. O'Dell E. Oelker M. Oertel G. Oganesyan J. J. Oh T. O'Hanlon M. Ohashi F. Ohme Y. Okabe I. Oke R. Oliveira R. Omer N. O'Neill M. Onishi K. Oohara P. Ophardt R. J. Oram B. O'Reilly R. O'Shaughnessy S. Oshino J. Ostrovska A. Osumi I. Ota G. Othman M. Otsuka D. J. Ottaway A. Ouzriat H. Overmier B. J. Owen A. E. Pace M. A. Page A. Pai S. Pal M. A. Palaia M. P\'alfi C. Palomba H. Pan J. Pan K.-C. Pan P. K. Panda Shiksha Pandey Swadha Pandey P. T. H. Pang F. Pannarale B. C. Pant F. H. Panther M. Panzeri F. Paoletti A. Paoli A. Paolone A. Papadopoulos E. E. Papalexakis L. Papalini G. Papigkiotis A. Paquis A. Parisi B.-J. Park Jihwan Park Junegyu Park W. Parker G. Pascale D. Pascucci A. Pasqualetti L. Passenger D. Passuello O. Patane A. V. Patel L. Pathak A. Patra B. Patricelli B. G. Patterson K. Paul S. Paul E. Payne T. Pearce M. Pedraza A. Pele F. E. Pe\~na Arellano X. Peng Y. Peng S. Penn A. Perreca J. Perret D. Pesios S. Petracca C. Petrillo H. P. Pfeiffer H. Pham K. A. Pham K. S. Phukon H. Phurailatpam M. Piarulli L. Piccari O. J. Piccinni M. Pichot A. Pied M. Piendibene F. Piergiovanni L. Pierini G. Pierra V. Pierro M. Pillas B. Pillon L. Pinard I. M. Pinto M. Pinto B. J. Piotrzkowski M. Pirello A. Pisarski M. D. Pitkin E. Placidi M. L. Planas C. Plunkett R. Poggiani E. Polini M. Polo J. Pomper L. Pompili J. Poon E. Porcelli A. S. Porter E. K. Porter C. Posnansky J. Powell G. S. Prabhu M. Pracchia A. K. Prajapati K. Prasai R. Prasanna P. Prasia G. Pratten G. Principe G. A. Prodi P. Prosperi P. Prosposito A. Puecher J. Pullin M. Punturo P. Puppo M. P\"urrer H. Qi M. Qiao J. Qin G. Qu\'em\'ener V. Quetschke P. J. Quinonez R. Rading I. Rainho S. Raja C. Rajan B. Rajbhandari M. R. Raj Sah K. E. Ramirez F. A. Ramis Vidal M. Ramos Arevalo A. Ramos-Buades S. Ranjan M. Ranjbar K. Ransom P. Rapagnani B. Ratto A. Ravichandran A. Ray V. Raymond M. Razzano J. Read J. Redepenning J. Regan T. Regimbau T. Reichardt S. Reid C. Reissel D. H. Reitze A. I. Renzini B. Revenu A. Revilla-Pe\~na F. Ricci M. Ricci A. Ricciardone J. Rice J. W. Richardson M. L. Richardson K. Riles H. K. Riley A. Riminucci F. Robinet M. Robinson A. Rocchi J. Rodriguez R. Rodriguez Lopez L. Rolland J. G. Rollins A. E. Romano R. Romano A. Romero-Rodr\'iguez I. M. Romero-Shaw J. H. Romie S. Ronchini T. J. Roocke T. J. Rosauer C. A. Rose D. Rosi\'nska M. P. Ross M. Rossello-Sastre B. I. Rotimi S. Rowan K. Rowlands S. K. Roy S. Roy T. RoyChowdhury D. Rozza P. Ruggi G. H. Ruiz E. Ruiz Morales K. Ruiz-Rocha V. Russ S. M. S S. Sachdev T. Sadecki F. Safai Tehrani P. Saffarieh S. Safi-Harb S. Saha T. Sainrat S. Sajith Menon K. Sakai Y. Sakai M. Sakellariadou S. Sakon F. Salces-Carcoba L. Salconi M. Saleem F. Salemi M. Sall\'e M. Salom\'e S. U. Salunkhe S. Salvador A. Salvarese A. Samajdar P. M. Samir A. Sanchez E. J. Sanchez J. Sanchez D. Sanchez-Cid N. Sanchis-Gual J. R. Sanders E. M. S\"anger F. Santoliquido E. Sapkin F. Sarandrea T. R. Saravanan P. Sarkar A. Sasli P. Sassi B. Sassolas B. S. Sathyaprakash O. Sauter R. L. Savage T. Savicheva T. Sawada H. L. Sawant D. Schaetzl M. Scheel A. Schiebelbein M. G. Schiworski K. Schluterman P. Schmidt R. Schnabel M. Schneewind R. M. S. Schofield M. Schoor K. Schouteden B. W. Schulte M. Schulz B. F. Schutz E. Schwartz M. Scialpi J. Scott S. M. Scott R. M. Sedas T. C. Seetharamu M. Seglar-Arroyo Y. Sekiguchi D. Sellers N. Sembo E. G. Seo J. W. Seo G. Seong V. Sequino M. Serra C. K. Sethi A. Sevrin T. Shaffer U. S. Shah M. A. Shaikh L. Shao J. Sharkey A. K. Sharma Preeti Sharma Priyanka Sharma Sushant Sharma-Chaudhary P. Shawhan T. Shen Z.-H. Shi K. Shimode H. Shinkai S. Shirke D. H. Shoemaker D. M. Shoemaker R. W. Short S. ShyamSundar H. Siegel V. Sierra D. Sigg L. Silenzi P. J. S. Silva L. Silvestri M. Simmonds L. P. Singer A. Singh D. Singh M. K. Singh N. Singh S. Singh M. R. Sinha A. M. Sintes V. Skliris B. J. J. Slagmolen T. J. Slaven-Blair J. Smetana D. A. Smith J. R. Smith J. Smith L. Smith W. J. Smith S. Soares de Albuquerque Filho M. Soares-Santos K. Somiya I. Song S. Soni V. Sordini F. Sorrentino H. Sotani N. E. Sovitzky F. Spada V. Spagnuolo A. P. Spencer M. Spera P. Spinicelli A. K. Srivastava F. Stachurski V. V. Stanford A. Stanton D. A. Steer J. Steinhoff N. Steinle J. Steinlechner S. Steinlechner C. Stephens N. Stergioulas M. StPierre J. Stremiz M. D. Strong A. Strunk M. Suchenek S. Sudhagar R. Sugimoto L. Suleiman K. D. Sullivan J. Sun L. Sun S. Sunil J. Suresh P. J. Sutton K. Suzuki M. Suzuki A. Svizzeretto B. L. Swinkels A. Syx M. J. Szczepa\'nczyk M. Tacca M. Tagliazucchi H. Tagoshi S. C. Tait H. Takaba K. Takada H. Takahashi R. Takahashi A. Takamori S. Takano H. Takeda I. Takimoto Schmiegelow C. Talbot M. Tamaki N. Tamanini D. Tanabe K. Tanaka S. J. Tanaka S. Tanioka D. B. Tanner W. Tanner L. Tao R. D. Tapia E. N. Tapia San Mart\'in A. Taruya J. D. Tasson J. G. Tau A. Tejera J. G. Temple Y. Teng H. Themann A. Theodoropoulos M. P. Thirugnanasambandam L. M. Thomas M. Thomas P. Thomas J. E. Thompson S. R. Thondapu E. Thrane J. Tissino A. Tiwari Pawan Tiwari Praveer Tiwari S. Tiwari V. Tiwari M. R. Todd E. Tofani M. Toffano A. M. Toivonen K. Toland T. Tomaru V. Tommasini H. Tong C. I. Torrie I. Tosta e Melo E. Tournefier A. Trapananti R. Travaglini F. Travasso G. Traylor L. Traylor M. Trevor M. C. Tringali A. Tripathee G. Troian A. Trovato L. Trozzo R. J. Trudeau T. Tsang S. Tsuchida K. Tsuji L. Tsukada A. Tuci M. Turconi C. Turski H. Ubach A. S. Ubhi N. Uchikata T. Uchiyama R. P. Udall T. Uehara V. Undheim V. Upadhyaya L. E. Uronen T. Ushiba M. Vacatello H. Vahlbruch G. Vajente J. Valencia M. Valentini E. Vallejo-Pag\`es S. A. Vallejo-Pe\~na S. Vallero M. van Dael E. Van den Bossche J. F. J. van den Brand C. Van Den Broeck M. van der Kolk M. van der Sluys A. Van de Walle J. van Dongen K. Vandra M. VanDyke H. van Haevermaet J. V. van Heijningen P. Van Hove J. Vanier J. Vanosky N. van Remortel M. Vardaro A. F. Vargas V. Varma A. Vecchio G. Vedovato J. Veitch P. J. Veitch S. Venikoudis P. Verdier M. Vereecken D. Verkindt B. Verma S. Verma Y. Verma S. M. Vermeulen F. Vetrano A. Veutro A. Vicer\'e S. Vidyant A. D. Viets A. Vijaykumar A. Vilkha N. Villanueva Espinosa E. T. Vincent J.-Y. Vinet S. Viret S. Vitale A. Vives L. Vizmeg B. Vizzone H. Vocca D. Voigt E. R. G. von Reis J. S. A. von Wrangel W. E. Vossius L. Vujeva S. P. Vyatchanin J. Wack L. E. Wade M. Wade K. J. Wagner R. M. Wald L. Wallace R.-Z. Wan H. Wang P. Wang W. H. Wang Y. F. Wang Z. Wang R. L. Ward J. Warner M. Was T. Washimi N. Y. Washington D. Watarai B. Weaver S. A. Webster N. L. Weickhardt M. Weinert A. J. Weinstein R. Weiss L. Wen K. Wette C. Wheeler J. T. Whelan B. F. Whiting E. G. Wickens D. Wilken B. M. Williams D. Williams M. J. Williams N. S. Williams J. L. Willis B. Willke M. Wils L. Wimmer C. W. Winborn A. Wingfield J. Winterflood C. C. Wipf G. Woan N. E. Wolfe H. T. Wong I. C. F. Wong T. Wouters J. L. Wright M. Wright B. Wu C. Wu D. S. Wu H. Wu K. Wu Z. Wu E. Wuchner D. M. Wysocki V. A. Xu Y. Xu N. Yadav H. Yamamoto K. Yamamoto T. S. Yamamoto T. Yamamoto R. Yamazaki T. Yan H. Yang K. Z. Yang Y. Yang Z. Yarbrough J. Y\'ebana Carrilero A. B. Yelikar X. Yin J. Yokoyama T. Yokozawa M. Yoshihara S. Yuan H. Yuzurihara M. Zanatta M. Zanolin M. Zeeshan T. Zelenova J.-P. Zendri M. Zeoli M. Zerrad M. Zevin H. Zhang J. Zhang L. Zhang N. Zhang R. Zhang T. Zhang C. Zhao J. Zhao Yue Zhao Yuhang Zhao L.-M. Zheng Y. Zheng L. Zhizhong H. Zhong H. Zhou H. O. Zhu X.-J. Zhu Z.-H. Zhu Z. Zhu D. Z. Zieba A. B. Zimmerman L. Zimmermann M. E. Zucker
This is my paper
classification gr-qc astro-ph.HE
keywords general relativity testsgravitational wavescompact binary coalescencesringdownquasi-normal modespost-Newtonian coefficientspolarization modesblack hole remnants
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

This paper tries to establish whether 168 compact-binary mergers, the largest sample yet subjected to gravitational-wave tests, reveal any crack in general relativity's description of strong, dynamical gravity. It runs seven tests: whether anything remains after subtracting the best-fit GR waveform, whether non-tensor polarizations appear, whether the inspiral's post-Newtonian coefficients deviate, and whether the black-hole remnant rings at the frequencies and decay rates that the theory predicts. The answer it argues for is no: residuals look like noise, scalar and vector polarizations are disfavored, inspiral coefficients are constrained tighter than before by factors of 1.2–2.6, and remnants are consistent with the predicted black-hole spectrum. One nuance is that the combined ringdown constraint places the GR prediction in the tails (98.1% quantile), but the paper attributes this to the finite catalog size and notes that the loud event GW250114 improved overall agreement relative to the previous catalog. If right, general relativity survives the strongest-field tests yet achievable with the current detector network.

Core claim

The central claim is that, across 168 confident two-or-more-detector events, no test reveals physics beyond general relativity. After subtracting the maximum-likelihood GR waveform, residual coherent power is consistent with detector noise for every event; model-comparison Bayes factors disfavor scalar, vector, and vector–scalar polarization hypotheses; parameterized post-Newtonian deviation parameters are all consistent with GR at the 90% credible level, with combined bounds improved 1.2–2.6-fold over the previous catalog; and the remnant of each merger is consistent with a Kerr black hole in both time-domain and frequency-domain ringdown analyses. In the frequency-domain ringdown combinati

What carries the argument

The load-bearing objects are: (1) the likelihood that models detector data as stationary Gaussian noise plus a GR waveform; (2) the null-stream projector built from detector beam-pattern functions, which geometrically removes tensor-signal content and exposes any non-tensor residue; (3) the post-Newtonian phase coefficients of the inspiral waveform, into which fractional deviations are injected and then constrained; and (4) the quasi-normal-mode spectrum of the remnant black hole, described as damped sinusoids whose frequencies and damping times are fixed by the remnant mass and spin. The workhorse is the Bayesian evidence ratio between GR and modified hypotheses, with events combined both b

Load-bearing premise

The conclusion would collapse if detector noise is not well modeled by stationary Gaussian statistics or if the event-selection procedure preferentially hides deviations, because the tests would then mistake systematics for consistency.

What would settle it

Reanalyze the combined ringdown statistic after correcting for selection effects and glitch-based noise; if the GR value then falls outside the 90% credible region for the damping-time deviation, or if any single future high-SNR event yields a 90% credible interval on a post-Newtonian or ringdown deviation that excludes zero and survives injection tests, the 'no evidence for physics beyond GR' claim is falsified.

Watch this falsifier — get emailed when new claim-graph text bears on it.

If this is right

  • If general relativity is correct, the combined constraints on post-Newtonian deviations and ringdown parameters should tighten as the catalog grows beyond 168 events, with the loudest events dominating.
  • The polarization results imply that any non-tensor gravitational-wave polarization, if present in nature, must be weaker than the levels excluded here; scalar and vector hypotheses are strongly disfavored.
  • The ringdown results imply that black holes formed in these mergers have no measurable deviation from the predicted Kerr spectrum, and that resolving overtones in louder events could turn the present consistency check into a multi-mode black-hole spectroscopy test.
  • The improved inspiral-coefficient bounds translate directly into agnostic limits on alternative theories that predict such deviations, even though the paper presents its mappings to specific theories as illustrative only.
  • The mild damping-time deviation in the combined ringdown analysis predicts that either selection-corrected combination or a few more loud events will confirm it as a statistical fluctuation or reveal it as the first sign of deviation.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • The most consequential unstated implication is that the current 'no evidence' verdict is not yet a measurement of GR's correctness but a statement that deviations, if any, are below sensitivity; a single loud merger like GW250114 can move the combined ringdown statistic by tens of percentage points in quantile, so the result depends on the luck of the loudest events.
  • The treatment of GW240621 suggests a testable prediction: if the apparent high-frequency ringdown content is a non-Gaussian noise artifact, the same artifact should appear in detector noise around other loud events; a systematic glitch-morphology study could identify its cause and remove this class of spurious modes.
  • Because the polarization analysis uses a single effective basis mode for many events, extending the null-stream test to a two-mode basis for the loudest three-detector events would either confirm the positive tensor–vector Bayes factor as a real preference or expose it as an approximation artifact.
  • The paper's illustrative mappings to modified-gravity theories could be turned into real constraints by reweighting the agnostic posteriors with full theory-specific waveforms, which would settle whether the improved post-Newtonian bounds translate into new limits on specific alternatives.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

1 major / 5 minor

Summary. The paper presents the results of seven tests of general relativity applied to the 168 confident binary signals in GWTC-5.0 (72 new O4b events, 5 newly qualified O4a events, plus the cumulative pre-O4b catalog). The tests are: residual analysis after best-fit GR waveform subtraction (Sec. 4), polarization Bayes factors for scalar/vector/tensor hypotheses (Sec. 5), parameterized post-Newtonian inspiral deviations with TIGER and FTI (Sec. 6), and three ringdown analyses (time-domain RD, frequency-domain pSEOBNR, and QNMRF) (Sec. 7). The central claim, stated in the Abstract and Sec. 8, is that no evidence for physics beyond GR is found, with improved 90% bounds on PN deviations by factors of 1.2-2.6 and improved ringdown constraints. The paper also reports two noteworthy sub-results: a positive combined tensor-vector polarization Bayes factor (log10 B_TV^T = 0.91, 90% CI excluding zero, Table 6) that the authors label inconclusive pending background studies, and a frequency-domain ringdown combined GR quantile Q2D_GR = 98.1% that places the GR prediction in the tails, attributed to finite catalog size and possible selection effects.

Significance. If the results hold, this constitutes the most comprehensive strong-field null test of GR to date, using the largest event sample yet compiled. The paper has notable strengths: seven complementary analyses with internal cross-checks; public data and reproducible analysis configuration (LVK-DCC/Zenodo); explicit injection studies that validate suspected biases in FTI (GW241011 233834) and ringdown analyses (GW240621 195059); and honest reporting of limitations, including non-stationary noise, selection effects, and the effective polarization approximation. The residual-test p-values consistent with uniformity and the improved PN bounds are particularly credible. However, the uncalibrated positive tensor-vector Bayes factor is a caveat that should be more prominently disclosed in the abstract and conclusions, as discussed in the major comments.

major comments (1)
  1. [Sec. 5, Table 6, Eq. (10)] The combined tensor-vector Bayes factor log10 B_TV^T = 0.91^{+0.71}_{-0.71} has a 90% credible interval that excludes zero. The paper explicitly states that 'Verifying these interpretations would require dedicated background studies' and that the result is 'inconclusive,' yet the Abstract's blanket statement 'Overall, we find no evidence for physics beyond GR' and the Conclusions' 'no significant evidence is found for additional polarization content' do not mention this uncalibrated positive value. This is a load-bearing point: the no-evidence claim for polarizations rests on treating a moderate Bayes factor as noise without a null-hypothesis calibration. The authors should either (i) perform a background/injection study to calibrate the distribution of the combined Bayes factor under Gaussian noise, or (ii) explicitly state in the Abstract and Conclusions that the polarization test yiel
minor comments (5)
  1. [Sec. 7.2, par. 7] The pSEOBNR hierarchical analysis does not account for selection effects, and the paper notes these would shift δτ̂220 toward lower values, reducing the apparent inconsistency with GR. This is acknowledged, but the quoted combined GR quantile (Q2D_GR = 98.1%) is not accompanied by a discussion of how the selection-effect correction would change it. A brief quantitative estimate or a more explicit statement that the quoted quantile is a selection-biased upper bound would improve clarity.
  2. [Sec. 2, Tables 2-3] The event selection tables would benefit from specifying which events have data-quality issues or glitches that required special handling (e.g., GW241127 061008 with the Livingston glitch). This information appears in later sections but is not collated in the main event tables.
  3. [Sec. 8, par. 4] Typo: 'GW250207 11564' should be 'GW250207 115645'.
  4. [Sec. 4, Fig. 1] The caption states 'Solid (empty) circles represent O4b (pre-O4b) events', but the text in the same paragraph says 'pre-O4b events' are from earlier runs. Clarify the distinction between O4b and pre-O4b for consistency.
  5. [Sec. 6, Table 7] The illustrative theory mappings in Table 7 are useful, but the table caption could more prominently state that the dCS entry is omitted because the small-coupling condition fails; currently this is only in the text. A footnote in the table would help.

Circularity Check

0 steps flagged

No significant circularity: deviation parameters are inferred objects and GR is an external benchmark; stated limitations are honest, not definitional.

full rationale

The paper's central claims are null tests whose 'predictions' are external benchmarks, not fitted values in disguise. For the residual test, the GR template is subtracted and the residual consistency with noise is assessed against an independent noise-background distribution (Sec. 4, Eq. 3-6); the conclusion is a statistical consistency claim, not a quantity derived from the fitted waveform. For TIGER/FTI, the parameters δφ̂_i are the objects of Bayesian inference and the GR value (δ=0, with GR PN coefficients) is fixed from outside the fit (Sec. 6, Eq. 12). The hierarchical combination treats these as measurements of common or population-level deviation parameters; nothing is 'predicted' that was used to define the model. For the ringdown tests, δf̂_220 and δτ̂_220 are inferred deviations, and the GR prediction (Kerr QNM frequency/damping time) is computed from remnant mass and spin via standard fitting formulas and NR-informed mappings (Sec. 7.2, Eqs. 17-18) — an external benchmark, not the fitted values. The quoted GR quantiles (Q2D_GR = 98.1%) measure where this external GR value falls in the inferred posterior; this is a consistency statistic, not a circular redefinition. The theory mappings in Tables 7 and 10 are explicitly labeled 'illustrative translations' and 'should not be interpreted as statistical constraints,' so no circularity burden is taken there. The positive tensor-vector Bayes factor (log10 B_TV^T = 0.91) is honestly reported as inconclusive, with the paper explicitly noting that 'verifying these interpretations would require dedicated background studies' and that non-Gaussian noise may bias model comparison; this is a stated limitation, and the paper declines to elevate it to evidence — a correctness or calibration concern, not a circularity. Self-citations (GWTC-4.0 papers, catalog papers, waveform-model papers) are normal references to prior data products and software; the load-bearing derivations here do not reduce to those citations. No step in the derivation chain is equivalent, by construction, to its own input.

Axiom & Free-Parameter Ledger

6 free parameters · 6 axioms · 0 invented entities

The central claim is a null result overdetermined by seven tests, so the ledger is dominated by standard domain assumptions (GR waveform fidelity, Gaussian stationary noise, Kerr QNM perturbation theory, ΛCDM) rather than ad hoc inputs. No free parameter is fitted to force the GR-consistent outcome; the listed parameters are inference targets and selection thresholds. The only clearly ad hoc modeling choice is the effective-polarization approximation in the polarization test, which the paper itself flags as potentially inaccurate for higher-order-mode events. No new entities are postulated: the theory mappings refer to pre-existing modified-gravity theories, and the apparent 440 ringdown content is attributed to detector noise, not to a new physical effect.

free parameters (6)
  • PN deviation parameters δφi (FTI/TIGER) = 90% upper bounds |δφk| ≤ 6.0e-4–0.9 (FTI), 4.4e-4–0.8 (TIGER); all consistent with 0
    The inference targets of the inspiral tests (Sec. 6); flat broad priors per pipeline. Reported as constraints, not as inputs used to force a result.
  • Ringdown fractional QNM deviations δf220, δτ220 (pSEOBNR) = δf220 = 0.01 (+0.03/−0.03); δτ220 = 0.09 (+0.13/−0.10), hierarchical (Eq. 22)
    Inference targets of the frequency-domain ringdown test; the GR prediction (0,0) sits at the 98% quantile for the damping-time dimension, a mild tension the paper attributes to selection effects and catalog size.
  • Hierarchical hyperparameters (μ, σ, ρ) = μδf = 0.01(+0.02/−0.02), σδf < 0.03, μδτ = 0.09(+0.07/−0.06), σδτ < 0.10, ρ = −0.07(+0.76/−0.69)
    Population-level Gaussian parameters used to combine events (Sec. 7.2); the paper states selection effects are not modeled in this fit.
  • Polarization effective scaling factors C = amplitudes uniform [0,1], phases uniform [0,2π]
    Complex proportionality between polarization modes assumed to constrain polarizations with two-detector events (Sec. 5, Eq. 9); the authors acknowledge the approximation may be inaccurate for higher-order-mode sources.
  • QNM mode amplitudes A_lmn (ringdown) = A221 = 4.68(+7.84/−3.63)e-21 at t>=2 tMf for GW240621_195059; A440 = 1.37(+6.97/−1.21)e-21
    Fitted amplitudes; the 221 detection is the headline sub-dominant-mode result, and the 440 content is interpreted as a noise artifact based on injection evidence (Sec. 7.1).
  • Inspiral/ringdown selection thresholds = FTI inspiral SNR ≥ 20; TIGER SNR ≥ 15; pSEOBNR SNR ≥ 8 in both parts; ringdown ρpp ≥ 10; polarization Δf = 16 Hz
    Hand-chosen cutoffs, stricter than GWTC-4.0 for FTI/TIGER due to compute limits; the paper checked mass coverage, but the resulting selection effects are unaccounted for in the hierarchical combination.
axioms (6)
  • domain assumption Detector noise is stationary and Gaussian; d(t) = h(t) + n(t)
    Stated in Sec. 3.1 and Sec. 4 Eq. (3). Known violations — glitches for GW241127_061008, non-Gaussian artifacts for GW240621_195059 — are handled case-by-case rather than modeled.
  • domain assumption GR waveform models (IMRPhenomXPHM SpinTaylor, SEOBNRv5HM ROM, NRSur7dq4) faithfully represent GR signals
    All seven tests compare data against these models; waveform systematics are spot-checked with injections for specific events (Secs. 6–7) but not exhaustively validated.
  • domain assumption The ringdown is a superposition of Kerr quasinormal modes with constant amplitudes from a suitable start time
    Sec. 7 and Eq. (14): linear perturbation theory on a Kerr background. Start-time scans are used to find self-consistent amplitudes; early-time results are biased (Sec. 7.1).
  • ad hoc to paper Non-tensor polarization modes are complex-proportional to the basis mode (effective polarization approximation)
    Sec. 5, Eqs. (8)–(9): introduced to constrain polarizations with two-detector events; the authors state it may be inaccurate for higher-order-mode events and may contribute to the positive TV Bayes factor.
  • domain assumption ΛCDM cosmology and catalog PE priors (Abac et al. 2026h,j)
    Sec. 3.1: used for redshift/distance conversions and as weakly informative priors; the paper reweights posteriors by an astrophysical population to test prior sensitivity (Sec. 7.2).
  • standard math Degeneracies fix which PN coefficients are testable: 2.5PN non-log term degenerate with reference phase; −1PN and 0.5PN terms vanish in GR
    Sec. 6: justification for constraining the parameter set in Eq. (13); standard post-Newtonian theory.

pith-pipeline@v1.3.0-alltime-deepseek · 81899 in / 26701 out tokens · 250898 ms · 2026-08-01T12:52:09.159977+00:00 · methodology

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read the original abstract

The signals from the LIGO-Virgo-KAGRA network of gravitational-wave (GW) detectors allow us to perform sensitive tests of general relativity (GR) in the dynamical and strong-field regime of gravity. We present the results of seven tests of GR using the observed binary signals in the fifth GW Transient Catalog (GWTC-5.0), i.e., up to and including the second part of the fourth observing run (O4b). We restrict our analysis to the confident signals, henceforth called events, observed by at least two detectors that have estimated false alarm rates $\le 10^{-3} \ \rm{yr}^{-1}$. These include 72 events from O4b and five events from the first part of the fourth observing run that are now analyzed due to their increased significance from updated search results, bringing the total number of events for tests of GR in the cumulative GWTC to 168. After subtracting the best-fit waveforms, we find the residuals are consistent with detector noise for all events considered. We also find no strong evidence for additional polarizations beyond those predicted by GR. We perform tests of GW generation, improving the constraints on deviations from the GR post-Newtonian coefficients by factors of 1.2-2.6. Finally, we find overall consistency of the remnants with GR using both time- and frequency-domain methods. For GW240621_195059, postmerger data are consistent with the dominant quadrupolar ($\ell=|m|=2$) mode of a Kerr black hole and its first overtone, with spurious high-frequency content preventing a spectroscopic constraint of GR. In the frequency-domain ringdown analysis, the GR prediction lies in the tails of the combined results, possibly due to the limited catalog size. However, the combined results indicate improved consistency with GR over GWTC-4.0, owing to the contribution of GW250114 with a network matched-filter signal-to-noise ratio of 76.9. Overall, we find no evidence for physics beyond GR.

Figures

Figures reproduced from arXiv: 2607.19293 by A. Abe, A. Adam, A. Agapito, A. Ain, A. Allocca, A. Amato, A. Ananyeva, A. Araya, A. B. Anand, A. Basalaev, A. Basti, A. Bertolini, A. Bhattacharjee, A. Binetti, A. Bisht, A. B. Nielsen, A. Bonino, A. Borchers, A. Boudon, A. Bozzi, A. Branch, A. Brillet, A. Buchicchio, A. Buggiani, A. Buonanno, A. B. Yelikar, A. B. Zimmerman, A. Calafat, A. Casallas-Lagos, A. C. Baylor, A. Ceja, A. C. Green, A. Chakraborty, Achal Kumar, A. Chen, A. Chiba, A. Chincarini, A. Chiummo, A. Chopra, A. Claveus, A. Colombo, A. Corsi, A. Cozzumbo, A. Cumming, A. Dasgupta, A. Daumas, A. Davenport, A. Demagny, A. Depasse, A. Dhani, A. D. Huddart, A. Dmitriev, A. Doke, A. Domiciano De Souza, A. D. Viets, A. Effler, A. E. Granados, A. E. Koloniari, A. E. Pace, A. E. Romano, A. F. Brooks, A. Feo, A. F. Helmling-Cornell, A. Fragkos, A. Franco-Ordovas, A. Freise, A. F. Vargas, A. Gamboa, A. Ganguly, A. Garron, A. Gennai, A. G. Guerrero, A. Ghinassi, A. Goodwin-Jones, A. Grado, A. Gupta, A. Heffernan, A. Heranval, A. H. Laity, A. H.-Y. Chen, A. Ierardi, A. I. Renzini, A. J. Weinstein, A. Karia, A. K. H. Kong, A.-K. Malz, A. Kontos, A. K. Prajapati, A. Kr\'olak, A. K. Sharma, A. K. Srivastava, A. Kulur Ramamohan, A. K. Y. Li, A. Laeuger, A. Lakhal, A. Lange, A. Lazzarini, A. Lema\^itre, A. L. Hewitt, A. Liu, A. L. James, A. Longo, A. Lorenzo-Medina, A. Macquet, A. Malik, A. Martini, A. Masserot, A. Matte-Landry, A. McCann, A. McLeod, A. Melatos, A. M. Farah, A. M. Gretarsson, A. Mishra, A. Mitchell, A. M. Knee, A. More, A. Moreso Serra, A. Moscatello, A. M. Sintes, A. M. Toivonen, A. Mullavey, A. Nagar, A. Nakamura, A. Nardecchia, A. Nela, A. Nelson, A. Nemmani, A. Neunzert, Anil Kumar, A. Nishizawa, A. Osumi, A. Ouzriat, A. Pai, A. Paoli, A. Paolone, A. Papadopoulos, A. Paquis, A. Parisi, A. Pasqualetti, A. Patra, A. Pele, A. Perreca, A. Pied, A. Pisarski, A. P. Lundgren, A. P. Spencer, A. Puecher, A. Ramos-Buades, A. Ravichandran, A. Ray, Archisman Ghosh, A. Revilla-Pe\~na, A. R. Hardison, A. Ricciardone, A. Riminucci, A. Rocchi, A. Romero-Rodr\'iguez, Arunava Mukherjee, A. Salvarese, A. Samajdar, A. Sanchez, A. Sasli, A. S. Bell, A. Schiebelbein, A. Sevrin, A. S. Goettel, A. Singh, A. S. Karia, A. S. Markosyan, A. S. Porter, A. Stanton, A. Strunk, A. S. Ubhi, A. Svizzeretto, A. Syx, A. Takamori, A. Taruya, A. Tejera, A. Theodoropoulos, A. Tiwari, A. Trapananti, A. Tripathee, A. Trovato, A. Tuci, A. Van de Walle, A. Vecchio, A. Veutro, A. Vicer\'e, A. Vijaykumar, A. Vilkha, A. Vives, A. V. Patel, A. Wingfield, A. W. Lussier, B. Banerjee, B. Barr, B. B. Martinez, B. C. Barish, B. Cirok, B. C. Pant, B. D'Angelo, B. Farr, B. Flanagan, B. Fornal, B. F. Schutz, B. F. Whiting, B. Garaventa, B. G. Patterson, B. Haskell, B. Hughey, B. I. Rotimi, B. J. J. Slagmolen, B. J. Owen, B.-J. Park, B. J. Piotrzkowski, B. Kacskovics, B. K. Berger, B. Lantz, B. L. Swinkels, B. Mannix, B. Mours, B. M. Williams, B. N. Meagher, B. O'Reilly, B. Patricelli, B. Pillon, B. Rajbhandari, B. Ratto, B. Revenu, B. R. Iyer, B. Sassolas, B. S. Sathyaprakash, B. Verma, B. Vizzone, B. Weaver, B. Willke, B. W. Schulte, B. Wu, C. Allene, C.-A. Miritescu, C. Amra, C. Anand, C. A. Rose, C. Badger, C. Bellani, C. Bradaschia, C. Cahillane, C. Capuano, C. Casentini, C. Chan, C. Chatterjee, C. Chou, C. C. Wipf, C. D. Blair, C. de Melo, C. De Rossi, C. Diaz, C. Di Fronzo, C. Eassa, C. E. Ochoa, C. Foo, C. Garc\'ia-Quir\'os, C. Gasbarra, C. G. Collette, C. G. Hoy, C. Gier, C. Gostiaux, C. Gray, C. Grimaud, C. Hanna, C. Henshaw, C. Hirose, C. Hsiung, C. I. Torrie, C. Jacquet, C. J. Delgado Mendez, C.-J. Haster, C. J. Moore, C. Khamar, C. Kim, C. Kimball, C. K. Sethi, C. Lazzaro, C. Lindsay, C. L. Mungioli, C. McElhenny, C. M. Compton, C. Messick, C. Michel, C. Mishra, C. M. Mow-Lowry, C. Moreno, C. Morgan, C. Nelle, C. N. Makarem, C. North, C. O'Connor, C. O. Lousto, C. Palomba, C. Petrillo, C. P. L. Berry, C. Plunkett, C. Posnansky, C. Rajan, C. Reissel, C. S. Menoni, C. Stephens, C. Talbot, C. Turski, C. Van Den Broeck, C. Wheeler, C. Wu, C. W. Winborn, C.-Y. Chang, C-Y. Lin, C. Zhao, D. Adhikari, D. Agarwal, D. A. Smith, D. A. Steer, D. Bankar, D. Barker, D. Barman, D. Barta, D. Beltran-Martinez, D. Bersanetti, D. Beveridge, D. Bhattacharjee, D. B. Kozak, D. B. Tanner, D. Buskulic, D. Chen, D. Chintala, D. C. Y. Hui, D. Davis, D. D. Brown, D. DeSantis, D. Diksha, D. Di Piero, D. D'Urso, Debarati Chatterjee, D. E. Cohen, Deep Chatterjee, D. E. Holz, D. E. McClelland, D. Fernando, D. G. Blair, D. Goupilliere, D. Griffith, D. Hegde, D. H. Jones, D. Hofman, D. H. Reitze, Dhruv Kumar, D. H. Shoemaker, D. I. Jones, Divyajyoti, D. J. Horton-Bailey, D. J. Ottaway, D. Keitel, D. Kukla, D. Laghi, D. Lumaca, D. Malakar, D. Meacher, D. M. Macleod, D. Moraru, D. M. Shoemaker, D. Mukherjee, D. M. Wysocki, D. Nabari, D. Nanadoumgar-Lacroze, D. Nandi, D. Pascucci, D. Passuello, D. Pesios, D. P. Kapasi, D. P. Mihaylov, D. R. Gibson, D. Rosi\'nska, D. Rozza, D. Sanchez-Cid, D. S. Bellie, D. Schaetzl, D. Sellers, D. Sigg, D. Singh, D. S. Wu, D. Tanabe, D. Verkindt, D. V. Martynov, D. Voigt, D. Watarai, D. W. Gould, D. Wilken, D. Williams, D. Z. Zieba, E. A. Appelt, E. A. Avila, E. A. Moreno, E. Benedetti, E. Bonilla, E. Brockmueller, E. Calloni, E. Capocasa, E. Capote, E. Cesarini, E. Chassande-Mottin, E. Coccia, E. Codazzo, E. Colangeli, E. Cuoco, E. deBruin, E. D. Hall, E. Dohmen, E. E. Papalexakis, E. Fenyvesi, E. Finch, E. Floden, E. Glowacki, E. Goetz, E. G. Seo, E. G. Wickens, E. J. Daw, E. J. Howell, E. J. Marx, E. J. Sanchez, E. Katsavounidis, E. K. Derrick, E. K. Porter, E. Kraja, E. Lalande, E. L. Merilh, E. Maggio, E. Majorana, E. Makelele, E. Maros, E. M. Gretarsson, E. Milotti, E. Minakaki, E. M. S\"anger, E. N. Tapia San Mart\'in, E. Oelker, E. Payne, E. Placidi, E. Polini, E. Porcelli, E. R. G. von Reis, E. Ruiz Morales, E. Sapkin, E. Schwartz, E. Thrane, E. T. Lin, E. Tofani, E. Tournefier, E. T. Vincent, E. Vallejo-Pag\`es, E. Van den Bossche, E. Wuchner, E. Z. Appavuravther, E. Z. Hamilton, F. Acernese, F. Amicucci, F. Andrade-Oliveira, F. A. Ramis Vidal, F. Arciprete, F. Armato, F. Attadio, F. Aubin, F. Barone, F. Beirnaert, F. Bergamin, F. Bianchi, F. Bucci, F. Carbognani, F. Chiadini, F. Clara, F. Cleva, F. De Lillo, F. De Marco, F. De Matteis, F. Diaz Guerra, F. Di Renzo, F. Donovan, F. Dosopoulou, F. E. Pe\~na Arellano, F. Fabrizi, F. Fidecaro, F. Flocco, F. Fontinele-Nunes, F. Frappez, F. Frasconi, F. Garufi, F. Gautier, F. Gittins, F. Glotin, F. Gulminelli, F. Guzman, F. Hellman, F. H. Panther, F. Khan, F. Legger, F. Li, F. Lin, F. Liu, F. Llamas Villarreal, F. Marion, F. Martelli, F. Meylahn, F. Muciaccia, F. Nocera, F. Ohme, F. Pannarale, F. Paoletti, F. Piergiovanni, F. Ricci, F. Robinet, F. Safai Tehrani, F. Salces-Carcoba, F. Salemi, F. Santoliquido, F. Sarandrea, F. Sorrentino, F. Spada, F. Stachurski, F. Travasso, F. Vetrano, F. Y. Khalili, G. A. Iandolo, G. A. Prodi, G. Ashton, G. Avallone, G. Balbi, G. Baldi, G. Ballardin, G. Billingsley, G. Boileau, G. Bruno, G. Cagnoli, G. Capoccia, G. Capurri, G. Carrillo, G. Carullo, G. Cella, G. Cheng, G. Chiarini, G. Ciani, G. C. Liu, G. Comp\`ere, G. Connolly, G. D\'alya, G. Demasi, G. Eddolls, G. Fern\'andez Rodr\'iguez, G. Gemme, G. Gonz\'alez, G. Greco, G. Hammond, G. Hemming, G. H. Ruiz, G. I. McGhee, G. Joubert, G. Kang, G. Kim, G. Kuehn, G. Lacaille, G. L. Mansell, G. Losurdo, G. Mastropasqua, G. McCarrol, G. M. Guidi, G. M. Harry, G. Mo, G. Montefusco, G. Moreno, G. Morras, G. N. Bolingbroke, G. Nurbek, G. Oganesyan, G. Othman, G. Papigkiotis, G. Pascale, G. Pierra, G. Pratten, G. Principe, G. Qu\'em\'ener, G. R. Johns, G. Seong, G. S. Prabhu, G. Traylor, G. Troian, G. Vajente, G. Vedovato, G. Woan, H. A. Loughlin, H.-B. Jin, H. B. Kabagoz, H. Cao, H. Chen, H. Duval, H. Einsle, H. Estell\'es, H. Fong, H. Grote, H. Guo, H. Hansen, H. Hayakawa, H. Heitmann, H. Imafuku, H. Ishino, H. J. Bulten, H. Kato, H. K. Gulati, H. K. Riley, H. L. Sawant, H. L\"uck, H. Miao, H. Middleton, H. Nakano, H. Narola, H. Overmier, H. O. Zhu, H. Pan, H. P. Cheng, H. Pham, H. Phurailatpam, H. P. Pfeiffer, H. Qi, H. Shinkai, H. Siegel, H. Sotani, H. Tagoshi, H. Takaba, H. Takahashi, H. Takeda, H. T. Cheung, H. Themann, H. Tong, H. T. Wong, H. Ubach, H. Vahlbruch, H. van Haevermaet, H. Vocca, H. Wang, H. W. Lee, H. Wu, H. Yamamoto, H. Yang, H. Y. Chen, H.-Y. Hsieh, H. Y. Huang, H. Yuzurihara, H. Zhang, H. Zhong, H. Zhou, I. A. Bilenko, I. Abouelfettouh, I. A. O. MacMillan, I. Bartos, I. Bentara, I. Berry, I. C. F. Wong, I. Cordero-Carri\'on, I. Dave, I. Di Palma, I. Fiori, I. Gupta, I. Harley-Trochimczyk, I. J. Hollows, I. Kaku, I.-L. Ahrend, I. La Rosa, I. L. Juarez-Reyes, I. McMahon, I. M. Pinto, I. M. Romero-Shaw, I. Nardecchia, I. N. Legred, I. Oke, I. Ota, I. Rainho, I. S. Heng, I. Song, I. Takimoto Schmiegelow, I. Tosta e Melo, I. W. Harry, I. W. Martin, J. A. Alvarez, J. A. Clark, J. A. Cotturone, J. A. Font, J. A. Giaime, J. A. Lange, J. A. Malaquias-Reis, J. Anglin, J. Anna, J. Betzwieser, J. Bezerra-Sobrinho, J. B. Kanner, J. Bryant, J. Calder\'on Bustillo, J. Casanueva Diaz, J. C. Barayoga, J. C. Bayley, J. C. Driggers, J. C. Kim, J. C. L. Chan, J. Collins, J. Csizmazia, J. D. Callaghan, J. De Bolle, J. D. E. Creighton, J. Degallaix, J. Ding, J. D. Lough, J. D. Tasson, J. Eichholz, J. E. Thompson, J. Feicht, J. Fernandes, J. F. J. van den Brand, J. Garc\'ia-Bellido, J. Gargiulo, J. George, J. Glanzer, J. G. Mitchell, J. Godfrey, J. Golomb, J. G. Rollins, J. G. Tau, J. G. Temple, J. Hanks, J. Hanson, J. Harms, J. Hedberg, J. Heinzel, J. Heynen, J. Heyns, J. Hough, J. H. Romie, Jian Liu, Jihwan Park, J. Irwin, J. Janquart, J. Jiang, J. J. Oh, J. Ju, J. K. Blackburn, J. Kennington, J. Kubisz, J. Kume, J. L. Andrey, J. Lawrence, J. Lee, J. Lehmann, J. Llobera-Querol, J. L. Willis, J. L. Wright, J. M. Antelis, J. Mark, J. Markus, J. McIver, J. M. Ezquiaga, J. Neeson, J.-N. Feldhusen, J. Noller, J. Novak, J. Oberling, J. O'Dell, J. Ostrovska, J. Pan, J. P. Docherty, J. Perret, J. P. Freed, J.-P. Locquet, J. Pomper, J. Poon, J. Powell, J. Pullin, J.-P. Zendri, J. Qin, J. Read, J. Redepenning, J. Regan, J. R. Gair, J. Rice, J. R. M\'erou, J. Rodriguez, J. R. Sanders, J. R. Smith, J. Sanchez, J. S. Areeda, J. S. A. von Wrangel, J. Scott, J. Sharkey, J. S. Key, J. S. Kissel, J. Smetana, J. Smith, J. Steinhoff, J. Steinlechner, J. Stremiz, J. Sun, J. Suresh, J. Tissino, J. T. Whelan, Juan Carlos Martins, Julio C. Martins, Junegyu Park, J. Valencia, J. van Dongen, J. Vanier, J. Vanosky, J. Veitch, J. V. van Heijningen, J. Wack, J. Warner, J. W. Gardner, J. Winterflood, J. W. Richardson, J. W. Seo, J. Y\'ebana Carrilero, J. Yokoyama, J.-Y. Vinet, J. Zhang, J. Zhao, K. A. Baker, K. Ackley, K. A. Pham, K. Arai, K. AultONeal, K. Baric, K. B. M. McGowan, K. Burtnyk, K. Cannon, K. Chandra, K. Chang, K. Chatziioannou, K.-C. Pan, K. Csuk\'as, K. Danzmann, K. D. Giardina, K. D. Sullivan, K. E. Darroch, K. Endo, K. E. Ramirez, K. Govorkova, K. Haris, K. Haughian, K. Hayama, K. Holley-Bockelmann, K. Ide, K. Imai, K. Ishida, K. Jain, K. Jani, K. J. Cardona-Mart\'inez, K. Jung, K. J. Wagner, K. Kawabe, K. Kim, K. Kimes, K. Kobayashi, K. Kohri, K. Kokeyama, K. Komori, K. Kompanets, K. Kopczuk, K. Kruska, K. Kubota, K. Kuns, K. Kwak, K. Kwan, K. L. Dooley, K. Lee, K. Leyde, K. L. Li, K. Machida, K. McWhirter, K. Merfeld, K. M. Hoops, K. Mitman, K. Mitsuhashi, K. Nakagaki, K. Nakamura, K. Obayashi, K. Oohara, K. Paul, K. Prasai, K. Ransom, K. Riles, K. Rowlands, K. Ruiz-Rocha, K. Sakai, K. Schluterman, K. Schouteden, K. Shimode, K. S. Isleif, K. Somiya, K. S. Phukon, K. Suzuki, K. Takada, K. Tanaka, K. Toland, K. Tsuji, K. Vandra, K. Wette, K. Wu, K. Yamamoto, K. Z. Yang, L. A. Blagg, L. A. Capistran, L. A. Corubolo, L. Aiello, L. Albers, L. Asprea, L.-A. T. Nguyen, L. Baiotti, L. Barsotti, L. Cadonati, L. C.-C. Lin, L. Conti, L. Cotnoir, L. D. Bonavena, L. D'Onofrio, L. Errico, L. E. Uronen, L. E. Wade, L. Gergely, L. G. Medeiros, L. Green, L. Grimaldi, L. Honet, L. Iampieri, L. I. McDermott, L. J. Kemperman, L. Ju, L. K. Nuttall, L. Lavezzi, L. Leali, L. Lehner, Ll. M. Mir, L. Lunghini, L. Mallick, L. Massaro, L. Maurin, L. McCuller, L. Mereni, L. Mirasola, L. M. Koponen, L. Mobilia, L. M. Thomas, L. Muccillo, L.-M. Zheng, L. Naticchioni, L. Negri, L. Nguyen Quynh, L. Papalini, L. Passenger, L. Pathak, L. P. Dartez, L. Piccari, L. Pierini, L. Pinard, L. Pompili, L. P. Singer, L. Rolland, L. Salconi, L. S. Fleming, L. Shao, L. Silenzi, L. Silvestri, L. Smith, L. Suleiman, L. Sun, L. Tao, L. T. London, L.-T. Ma, L. Traylor, L. Trozzo, L. Tsukada, L. V. Da Concei\c{c}\~ao, L. Vizmeg, L. Vujeva, L. Wallace, L. Wen, L. Wimmer, L. Zhang, L. Zhizhong, L. Zimmermann, M. A. Barton, M.-A. Bizouard, M. A. Dicorato, M. Agathos, M. Andia, M. Ando, M. Andr\'es-Carcasona, M. Aoumi, M. A. Page, M. A. Palaia, M. Arca Sedda, M. Arogeti, M. A. Shaikh, M. Assiduo, M. Ball, M. Ballelli, M. Baratti, M. Barrios, M. Barsuglia, M. Bawaj, M. Bazzan, M. Bejger, M. Ben Yaala, M. Beroiz, M. Bilicki, M. Bitossi, M. Bloch, M. Boldrini, M. Boyle, M. Branchesi, M. Brinkmann, M. C. Araya, M. Carlassara, M. Carpinelli, M. Cavagli\`a, M. C. Davis, M. C. D\'iaz, M. Chan, M. Chaturvedi, M. C. Heintze, M. Cie\'slar, M. Cifaldi, M. C. Johnston, M. Colleoni, M. Corman, M. C. Tringali, M. Cusinato, M. Dax, M. Deenadayalan, M. De Laurentis, M. Desai, M. D. Hannam, M. Di Cesare, M. Di Giovanni, M. D. Pitkin, M. Drago, M. D. Strong, M. Dubois, M. Eberhardt, M. Ebersold, M. Ebiri, M. E. Hoque, M. Eisenmann, M. Emma, M. Esposito, M. Evans, M. E. Zucker, M. Favata, M. Fays, M. Fazio, M. Ferrer-Martinez, M. Fishbach, M. Fuentes-Garcia, M. Fyffe, M. Galimberti, M. Gosselin, M. Granata, M. G. Schiworski, M. Haberland, M. Haney, M. Hendry, M. Heurs, M. H. Hennig, M. Hill, M. H. Kim, M. Ianni, M. Isi, M. J. Brady, M. Jensen, M. J. Szczepa\'nczyk, M. J. Williams, M. Kalomenopoulos, M. Kamiizumi, M. Kasprzack, M. Khursheed, M. Kinnear, M. Korobko, M. K. Singh, M. Lalleman, M. Landry, M. Laxen, M. L. Brozzetti, M. Le Jean, M. Lenti, M. Leonardi, M. Lequime, M. Lesovsky, M. Lethuillier, M. Lopez Portilla, M. Lormand, M. Lorusso, M. L. Planas, M. L. Richardson, M. Ma'arif, M. Magnozzi, M. Mahesh, M. Mancarella, M. Manske, M. Mantovani, M. Mapelli, M. Martinez, M. Masso-Reid, M. Matiushechkina, M. Meyer-Conde, M. M. Fejer, M. Millhouse, M. M. Iwaya, M. Molina-Ruiz, M. Mondin, M. Montani, M. Mould, M. Murakoshi, M. Nakano, M. Newell, M. Norman, M. Oertel, M. Ohashi, M. Onishi, M. Otsuka, M. P\'alfi, M. Panzeri, M. Pedraza, M. Piarulli, M. Pichot, M. Piendibene, M. Pillas, M. Pinto, M. Pirello, M. Polo, M. Pracchia, M. P. Ross, M. P. Thirugnanasambandam, M. Punturo, M. P\"urrer, M. Qiao, M. Ramos Arevalo, M. Ranjbar, M. Razzano, M. R. Claypool, M. Ricci, M. Robinson, M. Rossello-Sastre, M. R. Raj Sah, M. R. Sinha, M. R. Todd, M. Sakellariadou, M. Saleem, M. Sall\'e, M. Salom\'e, M. S. Bonilla, M. Scheel, M. Schneewind, M. Schoor, M. Schulz, M. Scialpi, M. Seglar-Arroyo, M. Serra, M. Simmonds, M. Soares-Santos, M. Spera, M. StPierre, M. Suchenek, M. Suzuki, M. Tacca, M. Tagliazucchi, M. Tamaki, M. T. Hartman, M. Thomas, M. Toffano, M. Trevor, M. Turconi, M. Vacatello, M. Valentini, M. van Dael, M. van der Kolk, M. van der Sluys, M. VanDyke, M. Vardaro, M. Vereecken, M. Wade, M. Was, M. W. Coughlin, M. Weinert, M. Wils, M. Wright, M. Yoshihara, M. Zanatta, M. Zanolin, M. Zeeshan, M. Zeoli, M. Zerrad, M. Zevin, N. Aggarwal, N. A. Holland, N. A. Johnson, N. Aritomi, N. Arnaud, N. Avdeev, N. Baldicchi, N. Barman, N. Bevins, N. Bode, N. Boettner, N. Borghi, N. Busdon, N. C. Gupta, N. Chabbra, N. Christensen, N. Demos, N. DePergola, N. Doerksen, N. E. Sovitzky, N. E. Wolfe, N. Franchini, N. Gupte, N. Guttman, N. J. Cornish, N. Johny, N. Kanda, N. Knust, N. Kouvatsos, N. Kuntimaddi, N. K. Y. Low, N. Lajili, N. Letendre, N. Lu, N. L. Weickhardt, N. Malagon, N. Man, N. Mavalvala, N. Maxwell, N. M. Khusid, N. Mukund, N. Nagarajan, N. N. Janthalur, N. O'Neill, N. Sanchis-Gual, N. Sembo, N. Singh, N. Steinle, N. Stergioulas, N. S. Williams, N. Tamanini, N. T. Howard, N. Uchikata, N. van Remortel, N. Villanueva Espinosa, N. V. Krishnendu, N. Yadav, N. Y. Washington, N. Zhang, O. A. Hannuksela, O. Amarasinghe, O. Birnholtz, O. Bulashenko, O. Cole, O. D. Aguiar, O. Danner, O. Dorosh, O. Freitas, O. Gerberding, O. Godwin, O. Henderson-Sapir, O. J. Piccinni, O. Laske, O. Lukina, O. M. del Rio, O. Mitchem, O. Miyakawa, O. Patane, O. Sauter, P. A. Baynard II, P. A. Garver, P. Ajith, P. Astone, Pawan Tiwari, P. Baral, P. Bogdan, P. Brockill, P. Cerd\'a-Dur\'an, P. Chakraborty, P. Charlton, P. Chessa, P. Ciecielag, P. Couvares, P. Davis, P. D. Lasky, P. Dutta Roy, P.-F. Cohadon, P. Figura, P. Fritschel, P. Fulda, P. Garc\'ia Abia, P. G. Murray, P. Goodarzi, P. Grassia, P. Hsi, P. Iosif, P. Jaranowski, P. Joshi, P. J. Quinonez, P. J. S. Silva, P. J. Sutton, P. J. Veitch, P. Kolitsidou, P. K. Panda, P. Leaci, P. Mahapatra, P. M. Samir, P. Narayan, P. Ophardt, P. Prasia, P. Prosperi, P. Prosposito, P. Puppo, P. Rapagnani, Praveen Kumar, Praveer Tiwari, Prayush Kumar, P. R. Brady, Preeti Sharma, Priyanka Sharma, P. Ruggi, P. Saffarieh, P. Sarkar, P. Sassi, P. S. Aswathi, P. Schmidt, P. Shawhan, P. Spinicelli, P. Thomas, P. T. H. Pang, P. Van Hove, P. Verdier, P. Wang, P. W. F. Forsyth, Q. Liang, Rahul Kumar, Rakesh Kumar, R. A. Mercer, Ravi Kumar, R. Bassiri, R. Bhandare, R. Bhatt, R. Bonnand, R. Bruntz, R. Buscicchio, R. Cabrita, R. Cavalieri, R. C. Essick, R. Cottingham, R. Coyne, R. Crouch, R. Das, R. De Pietri, R. De Rosa, R. De Simone, R. Dhatri, R. Dhurkunde, R. Diab, R. D. Tapia, R. Enficiaud, R. Espinosa, R. Flaminio, R. Frey, R. Fujii, R. George, R. Gouaty, R. Gray, R. Harada, R. Iden, R. Ishikawa, R. Jaume, R. Johnston, R. Jones, R. J. Oram, R. J. Trudeau, R. Kashyap, R. Kaushik, R. Kesharwani, R. Khadela, R.-K. Lee, R. K. L. Lo, R. K. Nayak, R. Langgin, R. L. Byer, R. Lee, R. Lemrani Alaoui, R. L. Savage, R. L. Ward, R. McCarthy, R. McTeague, R. Mechum, R. Mittleman, R. M. Magee, R. M. Martin, R. M. Mehta, R. M. Sedas, R. M. S. Schofield, R. M. Wald, R. N. Lang, R. Oliveira, R. Omer, R. O'Shaughnessy, R. P. Fisher, R. Poggiani, R. Prasanna, R. P. Udall, R. Rading, R. R. Cuzinatto, R. Rodriguez Lopez, R. Romano, R. Schnabel, R. S. Dumbreck, R. S. Nathan, R. Sugimoto, R. Takahashi, R. Travaglini, R. V. Godley, R. Weiss, R. W. Short, R. X. Adhikari, R. Yamazaki, R. Zhang, R.-Z. Wan, S. Adhicary, S. Afroz, S. Aggarwal, S. A. Kemper, S. Al-Kershi, S. Al-Shammari, S. Alvarez-Lopez, Samanwaya Mukherjee, S. Antier, S. Appert, S. Armstrong, S. Assis de Souza Melo, S. A. Vallejo-Pe\~na, S. A. Webster, Sayantan Ghosh, S. Babak, S. Bae, S. Bagnasco, S. Baimukhametova, S. Banagiri, S. B. Anderson, S. Bera, S. Bhattacharyya, S. Bhaumik, S. Bini, S. Biot, S. Biscoveanu, S. Blaber, S. Bose, S. Brunett, S. Caudill, S. C. G. Loggins, S. Chakraborty, S. Chalathadka Subrahmanya, S. Chao, S. Chaty, S. Chen, S. Choudhary, S. Clesse, S. Colloms, S. Corezzi, S. Cortese, S. Crook, S. C. Tait, S. Dall'Osso, S. Dal Pra, S. Danilishin, S. D'Antonio, S. Das, S. Della Torre, S. Deshmukh, S. Determan, S. Dhage, S. Di Pace, S. D. Linker, S. Doravari, S. Dwivedi, S. E. Dwyer, S. Fairhurst, S. Ferraiuolo, S. Galaudage, S. Gamoji, S. Garg, S. Gomez Lopez, S. Gras, S. Grunewald, S. Haino, Shaon Ghosh, S. Harikumar, S.-H. Hsu, S. Hido, Shiksha Pandey, S. Hild, S. Hill, S. Hourihane, Shrobana Ghosh, S. Husa, S. Ikeda, S. Iwaguchi, S. Jani, S. Jaraba, S. J. Jadhav, S.-J. Jin, S. J. Kapadia, S. J. Miller, S. J. Tanaka, S. Kandhasamy, S. K. Apple, S. Kawamura, S. K. Fitzgerald, S. K. Gupta, S. Kim, S. K. Joshi, S. Klimenko, S. Koley, S. Kroker, S. K. Roy, S. Kuroyanagi, S. Kwon, S. Lalvani, S. Lexmond, S. Liu, S. L. Kranzhoff, S. Ma, S. MacBride, S. Maenaut, S. Majhi, S. Maliakal, S. Marchetti, S. M. Aronson, S. Marsat, S. M. Aston, S. Mastrogiovanni, S. McCormick, S. M. Clyne, S. M. Fleischer, S. M. Goss-Grubbs, S. Mitra, S. Miyoki, S. M. Koehlenbeck, S. More, S. Morisaki, S. Moriwaki, S. M. S, S. M. Scott, S. M. Vermeulen, S. Nadji, S. Ng, S. Nissanke, Soma Mukherjee, S. Oshino, S. Pal, S. Paul, S. Penn, S. Petracca, S. P. Jadhav, S. P. Vyatchanin, S. Raja, S. Ranjan, S. R. Callos, S. Reid, S. R. Goode, S. R. Green, S. Ronchini, S. Rowan, S. Roy, S. R. P. Mohapatra, S. R. Thondapu, S. Sachdev, S. Safi-Harb, S. Saha, S. Sajith Menon, S. Sakon, S. Salvador, S. Shirke, S. ShyamSundar, S. Singh, S. S. Khadkikar, S. S. Madekar, S. S. Magare, S. Soares de Albuquerque Filho, S. Soni, S. Steinlechner, S. Sudhagar, S. Sunil, S. S. Y. Chua, S. Takano, S. Tanioka, S. Tiwari, S. Tsuchida, Subroto Mukherjee, S. U. Naqvi, Sungho Lee, Sunjae Lee, Suprovo Ghosh, S. U. Salunkhe, Sushant Sharma-Chaudhary, Suvodip Mukherjee, S. Vallero, S. Venikoudis, S. Verma, S. Vidyant, S. Viret, S. Vitale, Swadha Pandey, S. W. Ballmer, S. Y. Cheung, S. Yuan, T. A. Callister, T. A. Clarke, T. A. Ferreira, T. Akutsu, T. Andri\'c, T. Aoki, Tathagata Ghosh, T. Baka, T. Baker, T. Bertheas, T. Briant, T. Bulik, T. Cheunchitra, T. C. K. Ng, T. C. Seetharamu, T. Dal Canton, T. D. Boybeyi, T. D. Creighton, T. Dent, T. Dietrich, T. Etzel, T. Evstafyeva, T. F. Davies, T. Fernandes, T. Fujimori, T. Gayer, T. G. F. Li, T. Guidry, the KAGRA Collaboration: A. G. Abac, The LIGO Scientific Collaboration, the Virgo Collaboration, T. Ishikawa, T. Jacquot, T. J. Cullen, T. J. N. Nelson, T. J. Roocke, T. J. Rosauer, T. J. Slaven-Blair, T. Kajita, T. Kato, T. Koyama, T. Masters, T. M. Baptiste, T. McRae, T. Mishra, T. Narikawa, T. O'Hanlon, T. Pearce, T. P. Lott IV, T. R. Corbitt, T. Regimbau, T. Reichardt, T. RoyChowdhury, T. R. Saravanan, T. Sadecki, T. Sainrat, T. Savicheva, T. Sawada, T. Shaffer, T. Shen, T. S. Yamamoto, T. T. Nguyen, T. Tomaru, T. Tsang, T. Uchiyama, T. Uehara, T. Ushiba, T. Washimi, T. Wouters, T. Yamamoto, T. Yan, T. Yokozawa, T. Zelenova, T. Zhang, U. Dupletsa, U. Mali, U. S. Shah, V. A. Bonhomme, V. A. C\'aceres-Barbosa, V. A. Xu, V. Biancalana, V. Boschi, V. Bossilkov, V. Cantory, V. Dattilo, V. Deshmukh, V. Ernst, V. Fafone, V. Fiumara, V. Galdi, V. Gayathri, V. Gennari, V. Graham, V. Granata, V. Gupta, V. K. Adkins, V. Kalogera, V. Kringel, V. Loriette, V. Mandic, V. Mangano, V. Martinez, V. M. Bedakihale, V. Milotti, V. Napolano, V. Pierro, V. P. Mitrofanov, V. Quetschke, V. Raymond, V. Russ, V. Sequino, V. Sierra, V. Skliris, V. Sordini, V. Spagnuolo, V. Tiwari, V. Tommasini, V. Undheim, V. Upadhyaya, V. Varma, V. V. Frolov, V. V. Stanford, W. Ali, W. Amar, W. Benoit, W.-B. Han, W. Chaibi, W. Del Pozzo, W. East, W. E. Vossius, W.-F. Hsu, W. Frischhertz, W. G. Anderson, W. Guo, W. H. Wang, W. Javed, W. Jia, W. J. Smith, W. Katzman, W. Kiendrebeogo, W. Lee, W. M. Farr, W. Niu, W. Parker, W. Tanner, X. Fan, X. Garrido, X.-J. Zhu, X. Kou, X. Li, X. Ma, X. Peng, X. Yin, Yanbei Chen, Y. Aso, Y. Bothra, Y. Bu, Y.-C. Lin, Y. Dang, Y. Fujiwara, Y. F. Wang, Y. Guo, Y. Himemoto, Y. Huang, Y. Ichinose, Y. Inoue, Y. Itoh, Yiwen Chen, Y. K. Chu, Y. K. Lecoeuche, Y. Lee, Y. Levin, Y. Li, Y. Michimura, Y. Minenkov, Y.-M. Kim, Y. Moriwaki, Y. Murakami, Y. Nishino, Y. Okabe, Y. Peng, Y. Sakai, Y. Sekiguchi, Y. Teng, Yue Zhao, Yuhang Zhao, Y. Verma, Y. Xu, Y. Yang, Y. Zheng, Z. Doctor, Z. Frei, Z.-H. Shi, Z.-H. Zhu, Z. Li, Z. Mangi, Z. Wang, Z. Wu, Z. Yarbrough, Z. Zhu.

Figure 1
Figure 1. Figure 1: Results of the residuals analysis. Scatter plot of the SNR of the maximum-likelihood template (SNRGR) and the 90% credible upper bound on the residual network SNR (SNR90) for each event. The color bar denotes the p-values of individual events. Solid (empty) circles represent the O4b (pre-O4b) events, where the pre-O4b events are from Abbott et al. (2019b, 2021b, 2025); Abac et al. (2026b). The events with … view at source ↗
Figure 2
Figure 2. Figure 2: Results of the residuals analysis. The blue line shows the fraction of events with p-values of the residual SNR less than or equal to the value of the abscissa. The shaded blue region represents the 90% credible interval arising from the finite number of noise￾only realizations. The null hypothesis that the p-value is uniformly distributed over [0, 1] is shown by the diagonal dashed line, with the shaded l… view at source ↗
Figure 3
Figure 3. Figure 3: Comparison of log10 Bayes factors B X T for various po￾larization hypotheses (S, V, VS, TS, TV, TVS) against the tensor hypothesis, for GWTC-4.0 and GWTC-5.0. Polarization states are projected onto one basis mode as detailed in [PITH_FULL_IMAGE:figures/full_fig_p011_3.png] view at source ↗
Figure 4
Figure 4. Figure 4: The constraints on the GR deviation parameters in the inspiral, marginalized over all analyzed events, in orange on the left for the FTI pipeline using the SEOBNRv5HM ROM waveform model and in blue on the right for the TIGER pipeline using the IMRPhenomX￾PHM SpinTaylor waveform model. The horizontal line shows the GR value. Assuming independent deviation parameters across events, using a hierarchical analy… view at source ↗
Figure 5
Figure 5. Figure 5: Upper limits on the absolute values of the inspiral deviation coefficients |δφˆi | from −1PN to 3.5PN. Shown are 90% upper bounds obtained from selected individual GW events and from combined analyses. The horizontal gray markers indicate bounds from individual O4a and O4b events analyzed with FTI using the SEOBNRv5HM ROM waveform model on the left and from individual GWTC-5.0 events analyzed with TIGER us… view at source ↗
Figure 6
Figure 6. Figure 6: Joint posteriors on detector-frame remnant final mass (1 + z)Mf and remnant final spin χf from analyses by the ringdown pipeline of the postmerger signal of selected events using the Kerr (2,2,0) QNM model. All curves shown are 90% credible contours. The outlined contours correspond to various analysis start times with respect to the peak of each signal, with the gray posterior filled to indicate the t> = … view at source ↗
Figure 8
Figure 8. Figure 8: Posteriors on the frequency deviation to the (2,2,1) mode from the beyond-Kerr analysis of GW240621 195059, at start times for which the self-consistent Kerr two-mode model posteriors show evidence of a sub-dominant mode detection. The filled regions under the posteriors correspond to 90% credible intervals, which at t> = 4tMf excludes δ f221 = 0 [PITH_FULL_IMAGE:figures/full_fig_p019_8.png] view at source ↗
Figure 9
Figure 9. Figure 9: Left panel: The 90% credible regions of the posterior probability distribution of the fractional deviations in the frequency and damping time of the (2, 2, 0) QNM, (δ ˆf220, δτˆ220), and their corresponding one-dimensional marginalized posterior distributions, for events passing a SNR threshold of 8 in both the inspiral and post-inspiral signal. We highlight the posteriors for GW250114 082203. The joint co… view at source ↗
Figure 10
Figure 10. Figure 10: QNMRF results for GW240621 195059. The top panel shows D − D1% when comparing different candidates of the sec￾ondary ringdown mode against the {220}-only hypothesis at different starting times. Values above zero are unlikely to be caused by the noise background and are denoted by filled markers, values below zero are denoted by unfilled markers. The bottom panel shows pIMR for the different mode hypothese… view at source ↗

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Works this paper leans on

12 extracted references · 10 linked inside Pith · cited by 2 Pith papers

  1. [1]

    P., Abbott, R., et al

    Aasi, J., Abbott, B. P., Abbott, R., et al. 2015, CQGra, 32, 074001, doi: 10.1088/0264-9381/32/7/074001 Abac, A. G., Abbott, R., Abouelfettouh, I., et al. 2024, ApJL, 970, L34, doi: 10.3847/2041-8213/ad5beb Abac, A. G., Abouelfettouh, I., Acernese, F., et al. 2025a, ApJL, 995, L18, doi: 10.3847/2041-8213/ae0c06 —. 2025b, ApJL, 993, L21, doi: 10.3847/2041-...

  2. [4]

    K.-W., Lam, K

    https://arxiv.org/abs/2511.19593 Chung, A. K.-W., Lam, K. K.-H., & Yunes, N. 2025, PhRvD, 111, 124052, doi: 10.1103/g83n-rrlj Chung, A. K.-W., & Yunes, N. 2024, PhRvL, 133, 181401, doi: 10.1103/PhysRevLett.133.181401 —

  3. [5]

    https://arxiv.org/abs/2506.14695 Colleoni, M., Vidal, F. A. R., Garc´ıa-Quir´os, C., Akc ¸ay, S., & Bera, S. 2025, PhRvD, 111, 104019, doi: 10.1103/PhysRevD.111.104019 Cornish, N., Sampson, L., Yunes, N., & Pretorius, F. 2011, PhRvD, 84, 062003, doi: 10.1103/PhysRevD.84.062003 Cornish, N. J., & Littenberg, T. B. 2015, CQGra, 32, 135012, doi: 10.1088/0264-...

  4. [7]

    1989, PhRvD, 40, 3884, doi: 10.1103/PhysRevD.40.3884 Haegel, L., O’Neal-Ault, K., Bailey, Q

    https://arxiv.org/abs/2511.11886 G¨ursel, Y ., & Tinto, M. 1989, PhRvD, 40, 3884, doi: 10.1103/PhysRevD.40.3884 Haegel, L., O’Neal-Ault, K., Bailey, Q. G., et al. 2023, PhRvD, 107, 064031, doi: 10.1103/PhysRevD.107.064031 Hamilton, E., London, L., & Hannam, M. 2023, PhRvD, 107, 104035, doi: 10.1103/PhysRevD.107.104035 Hanna, C., Caudill, S., Messick, C., ...

  5. [9]

    E., Will, C

    https://arxiv.org/abs/2605.15271 32 Kidder, L. E., Will, C. M., & Wiseman, A. G. 1993, PhRvD, D47, 4183, doi: 10.1103/PhysRevD.47.R4183 Klimenko, S., Vedovato, G., Drago, M., et al. 2016, PhRvD, 93, 042004, doi: 10.1103/PhysRevD.93.042004 Klimenko, S., Yakushin, I., Rakhmanov, M., & Mitselmakher, G. 2004, CQGra, 21, S1685, doi: 10.1088/0264-9381/21/20/011...

  6. [10]

    2026, QNMRF software, https://github.com/Sizheng-Ma/qnm filter, GitHub Ma, S., Sun, L., & Chen, Y

    https://arxiv.org/abs/2604.08680 Ma, S., Lu, N., Finch, E., et al. 2026, QNMRF software, https://github.com/Sizheng-Ma/qnm filter, GitHub Ma, S., Sun, L., & Chen, Y . 2023a, PhRvD, 107, 084010, doi: 10.1103/PhysRevD.107.084010 —. 2023b, PhRvL, 130, 141401, doi: 10.1103/PhysRevLett.130.141401 Ma, S., & Yang, H. 2024, PhRvD, 109, 104070, doi: 10.1103/PhysRe...

  7. [12]

    E.R. Caianiello

    https://arxiv.org/abs/2105.09485 Yagi, K., Stein, L. C., Yunes, N., & Tanaka, T. 2012a, PhRvD, 85, 064022, doi: 10.1103/PhysRevD.85.064022 34 Yagi, K., Yunes, N., & Tanaka, T. 2012b, PhRvL, 109, 251105, doi: 10.1103/PhysRevLett.116.169902 Yunes, N., & Hughes, S. A. 2010, PhRvD, 82, 082002, doi: 10.1103/PhysRevD.82.082002 Yunes, N., & Pretorius, F. 2009, P...

  8. [2014]

    2018, PhRvD, 98, 084038, doi: 10.1103/PhysRevD.98.084038 Bucciotti, B., Juliano, L., Kuntz, A., & Trincherini, E

    https://arxiv.org/abs/1409.4431 Brito, R., Buonanno, A., & Raymond, V . 2018, PhRvD, 98, 084038, doi: 10.1103/PhysRevD.98.084038 Bucciotti, B., Juliano, L., Kuntz, A., & Trincherini, E. 2024, PhRvD, 110, 104048, doi: 10.1103/PhysRevD.110.104048 Bucciotti, B., Kuntz, A., Serra, F., & Trincherini, E. 2023, JHEP, 12, 048, doi: 10.1007/JHEP12(2023)048 Buonann...

  9. [2019]

    G., & Sathyaprakash, B

    https://arxiv.org/abs/1901.08580 Saleem, M., Datta, S., Arun, K. G., & Sathyaprakash, B. S. 2022, PhRvD, 105, 084062, doi: 10.1103/PhysRevD.105.084062 S¨anger, E. M., Roy, S., Agathos, M., et al. 2026, PhRvD, 113, 084070, doi: 10.1103/r43k-51yq Sberna, L., Bosch, P., East, W. E., Green, S. R., & Lehner, L. 2022, PhRvD, 105, 064046, doi: 10.1103/PhysRevD.1...

  10. [2021]

    2023, PhRvL, 131, 169001, doi: 10.1103/PhysRevLett.131.169001 —

    https://arxiv.org/abs/2107.05609 —. 2023, PhRvL, 131, 169001, doi: 10.1103/PhysRevLett.131.169001 —. 2024,ringdownpackage, 1.0.0, ringdown.readthedocs.io, Zenodo, doi: 10.5281/zenodo.5094067 Isi, M., Giesler, M., Farr, W. M., Scheel, M. A., & Teukolsky, S. A. 2019b, PhRvL, 123, 111102, doi: 10.1103/PhysRevLett.123.111102 Isi, M., & Weinstein, A. J. 2017, ...

  11. [2025]

    1983, The mathematical theory of black holes (Oxford, UK: Oxford University Press) Chavda, A., Lagos, M., & Hui, L

    https://arxiv.org/abs/2512.04593 Chandrasekhar, S. 1983, The mathematical theory of black holes (Oxford, UK: Oxford University Press) Chavda, A., Lagos, M., & Hui, L. 2025, JCAP, 07, 084, doi: 10.1088/1475-7516/2025/07/084 Cheung, M. H.-Y ., Baibhav, V ., Berti, E., et al. 2023, PhRvL, 130, 081401, doi: 10.1103/PhysRevLett.130.081401 Chiaramello, D., Cibr...

  12. [2026]

    2026, PhRvD, 113, 024048, doi: 10.1103/bgjv-lvyd Detweiler, S

    https://arxiv.org/abs/2605.16183 De Amicis, M., Cannizzaro, E., Carullo, G., & Sberna, L. 2026, PhRvD, 113, 024048, doi: 10.1103/bgjv-lvyd Detweiler, S. L. 1980, ApJ, 239, 292, doi: 10.1086/158109 Dhani, A., V¨olkel, S. H., Buonanno, A., et al. 2025, PhRvX, 15, 031036, doi: 10.1103/5pks-qz6b Di Renzo, F., Fidecaro, F., Razzano, M., & Sorrentino, N. 2024, ...