Public O4 gravitational-wave alerts with p_astro 0.1-0.9 were astrophysical about half as often as stated, and updated sky maps were too narrow, against GWTC-4.1 and GWTC-5.0
We compared all 3,558 public LIGO-Virgo-KAGRA low-latency alerts in the O4a and O4b catalog windows with the final GWTC-4.1 and GWTC-5.0 catalogs. We used only public GraceDB notices and catalog data releases. For 2,500 compact-binary alerts, the sum of first-notice p_astro was 421, the sum of catalog p_astro for the same superevents was 309, and 266 went into the catalogs. For alerts with p_astro from 0.1 to 0.9 (n = 650), the alert p_astro sum was 184, the catalog sum was 98, and 74 were catalogued. Most of the difference came from SPIIR-first alerts in O4a (alert sum 75.5, catalog sum 13.3). MBTA-first alerts also had high values, and GstLAL and PyCBC had small differences. A logistic recalibration with pipeline terms, fitted on O4a only, decreased the O4b Brier score from 0.0344 to 0.0289 (95% CI of the difference -0.0091 to -0.0019). None of the 20 retracted alerts is in a catalog, and 9 of them had p_astro above 0.9. Relative to the catalog parameter-estimation sky maps, first-notice BAYESTAR 90% regions contained 0.858 (0.840-0.875) of the catalog probability and the last-notice online-PE regions contained 0.828 (0.818-0.838), although the online-PE regions were 26% smaller. Fourteen of 189 first-notice distances were too small by more than 3 standard deviations (all GstLAL-first heavy binary black holes; post-hoc). Thirty of 301 catalog candidates had no public alert. Limitations: the catalog p_astro and posteriors are not ground truth, alerts and catalog use the same data, and sky tests use only the 190 catalogued events with released PE sky maps.
gravitational waves · low-latency alerts · p_astro calibration · sky localization · GraceDB · GWTC-4.1 · GWTC-5.0 · O4 · forecast verification · multi-messenger follow-up
References
11- usesdoi:10.5281/zenodo.20276095
GWTC-4.1 candidate data release; search summary table with superevent IDs and offline p_astro for O4a.
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GWTC-5.0 candidate data release; search summary table for O4b.
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GWTC-4.1 parameter estimation release; PE sky maps and summary table.
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GWTC-5.0 parameter estimation release (Part 1); PE sky maps and summary table.
- useshttps://gracedb.ligo.org/superevents/public/O4/
Public O4 superevents and VOEvent notices as issued.
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Catalog source-property medians.
- doi:10.48550/arXiv.2605.27225
GWTC-5.0 results paper (O4b).
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GWTC-5.0 methods paper.
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GWTC-4.0 catalog of O4a candidates.
- doi:10.1073/pnas.2316474121
Description of the O4 low-latency alert products and their expected performance.
- doi:10.1103/PhysRevD.93.024013
BAYESTAR rapid sky localization method.
Cited by
1 publicationPublic catalog entries on Sciscape.
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Related campaign result: public gravitational-wave alert probabilities were also too high.