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Can you provide some dates regarding Patrick and Rose and their children. I don't see any 19th century evidence of Kelloggs anywhere in Ireland. Also no Kelloggs on the 1901 or 1911 censuses.
The townland of Clongash is also known as Bauville Keeloges and Clonglash. Is there a connection between Keeloges and Kellogg?