A new metro is a complex intervention to the city. It involves multiple sub-projects and various stages, including announcement, construction, and operation periods. The housing price premium could be summed into the speculation effect, anticipated effect, and actual benefits of transit service and environment improvement. Therefore, unravelling these interweaved effects could provide robust evidence of metro capitalisation effects.