Recoiling remnants of black-hole mergers in dense environments can produce bright electromagnetic (EM) counterparts to the gravitational-wave (GW) emission. Significance assessments of such GW-EM candidates are restricted to time and sky-localisation consistency, omitting the physics governing the EM emission process. Different emission mechanisms, however, impose different observability constraints on the remnant black-hole recoil and spin, which are gravitational-wave observables. We present a statistical framework that includes such parameters. We assess the consistency of the GW190521-ZTF19abanrhr pair with two types of emission processes: a Blandford-Znajek jet closely aligned with the final spin axis and a diffusive isotropic flare. Assuming the sky-location of ZTF19abanrhr, we find these mechanisms to be respectively strongly and moderately disfavoured with log-evidences log10Ijet=−1.65 and log10Idiff=−0.075. Combining these with odds for a common sky-location Ω we obtain respective combined odds log10OΩ,jet=−1.17 and log10OΩ,diff=+0.39 for a true GW-EM coincidence as opposed to a random one. Our method leverages a previously unexplored evidence axis to assess GW-EM associations and constrain both the physics powering flare mechanisms and the properties of AGNs.
@article{arxiv.2512.08382,
title = {Kick & spin: new probes for multi-messenger black-hole mergers in AGNs},
author = {Samson H. W. Leong and Juan Calderón Bustillo},
journal= {arXiv preprint arXiv:2512.08382},
year = {2025}
}