The present-day architecture of planetary systems contains information about their formation and migration histories. The origin of hot Jupiters (HJs, P 10 d, ) has long been a matter of debate. While most of them are found to be ``lonely’', there is a rare population of HJs hosting small companions on inner orbits (eight known as of May 2026). Their peculiar architecture suggests a gentle disc-migration mechanism. In this study, we present the discovery and characterisation of the multi-planet system TOI-1533, comprising an inner sub-Neptune (TOI-1533 b, d, ) and an outer hot giant planet (TOI-1533 c, d, ) with substantial H/He by mass ( g cm), both transiting an active K-dwarf star ( 5130 K; (mag) 11). Our joint modelling of stellar activity and planetary signals from radial velocities (HARPS-N) and transits (TESS) allows us to detect their Keplerian signals (approximately ) and to isolate the stellar modulation. The inclusion of simultaneous photometry in the multi-dimensional Gaussian processes formalism was a fundamental addition to the spectroscopic activity indicators, enabling the disentanglement of stellar activity from planetary signals. The mass ratio of the two confirmed planets ( about 0.8), together with the super-Neptune mass of the large outer companion (), makes this system unusual compared to the other few HJs with low-mass inner companions.

生成讲解博客的中文版本

生成AI智能校验的中文版本