The L is just the way of writing the scientific name in full, referring to the author of the species name. There are a number of Oxalis species found in southern Africa, and unfortunately I'm not familiar with which ones would be in your area. There is some information on Oxalis here:
http://www.plantzafrica.com/plantnop/oxalis.htm
Based on the leaf shape, yours is more similar to Oxalis purpurea. To add to the confusion, there are some non-indigenous species of Oxalis also found in the area, e.g. Oxalis latifolia:
http://www.sntc.org.sz/alienplants/photo.asp?spid=79&phid=124
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