Gravitational-wave Observations Suggest Most Black Hole Mergers Form in Triples
Jakob Stegmann, Fabio Antonini, Aleksandra Olejak, Sylvia Biscoveanu, Vivien Raymond, Stefano Rinaldi, Elizabeth Flanagan

TL;DR
Gravitational-wave data indicates most stellar-mass black hole mergers have spin orientations suggesting formation in triple systems, challenging traditional binary evolution models.
Contribution
This study uses hierarchical Bayesian inference with tailored models to analyze spin-orbit tilt distributions, providing new insights into black hole formation channels.
Findings
Most low-mass black hole mergers have near-perpendicular spins.
Models with aligned spins are disfavored by current data.
Results support formation in triple systems via Lidov-Kozai mechanism.
Abstract
The spin-orbit tilt angles of merging stellar-mass black holes provide key insights into their astrophysical origin. Non-parametric population modelling of The LIGO, Virgo, and KAGRA Collaborations (2025a, arXiv:2508.18083) shows that the spin-orbit tilt distribution of mergers in the latest Gravitational-Wave Transient Catalog 4.0 exhibits a global peak at near-perpendicular directions . Here, we recover this feature using hierarchical Bayesian inference with parametric models that are tailored to enhance the diagnostic power about astrophysical formation channels. We find that the spin distribution of the low-mass bulk of the binary black hole merger population () can be well-modelled by a dominant Gaussian component that peaks at , possibly mixed with a subdominant…
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