Based on this wiki, Bagatao Island Lighthouse, the said island is being part of Magallanes town. The LGU site of Magallanes also states that it's part of the said town.
A separate message regarding this in the city's talk page is also available.Maverik (talk) 16:27, 23 November 2020 (UTC)