Hi Patrick,
There are three burial places in Whitburn, as far as I know. Blaeberry is much newer [1980s?] and the cemetery known as Whitburn Cemetery opened (I think) in the late 19th century.
For the period 1852/53 it might be more likely that your ancestor was buried in the original kirkyard which surrounds the original parish church. This is just slightly further up the hill from Whitburn Cemetery.
I have some photos of the church and surrounding burial ground, which I'll post today or tomorrow. No individual stones, I'm afraid, though!
Best wishes
Rockford