E. Cobham Brewer 18101897. Dictionary of Phrase and Fable. 1898.
Long Chalk (A) or Long Chalks.
He beat me by a long chalk or by long chalks. By a good deal; by many marks. The allusion is to the game of dominoes, where the notation is made by chalk on a table.