The information you said earlier about Alexander being a private in the royal horse guards seems quite precise, if a father is invented, descriptions are usually more general.
If Annie was born in early June, she would have been conceived September 1902, possibly Alexander was already a soldier in 1901. Wellington Barracks comes to mind, location close to the baptism place, but not birth place.