I was taken to go round the kulim area (probably used the longer route) and was brought to this place, Kulim CRC (Chinese Recreation Club). There is a shop which my friends did not know the name, but we conluded that it was Yummi Delite (Coffee House) based on the receipt given.
Price is reasonable. Drinks are less than RM2, and a plate of jawa mee was RM3.30.
And, they are famous for their Jawa mee!