Causal inference from dynamic systems upon events of low probability

The Old man sat on a log,
sipping from the jug, his daily quota of grog.

Down by the log,
sat the old man's dog.

The old man's dog followed a frog and pushed him into the old man's grog.

The old man's grog now had a a frog and a sly smile stuck to the old man's dog.