Yes, got the answer, in local news paper they mentioned Bagewadi station is meant to cater people from Bailhongal taluk/town, looks like that is why they aligned like this. In future they have plans to bifurcate a line from Bgk-Kud line at Lokapur via Yargatti, Bailhongal to Bagewadi to make is as junction.