Actually, I you're thinking of Scott and his ill-fated trip. This expedition was later and the goal was to cross the entire Antarctic continent, not go to the South Pole. They had dogs (no horses) and there are some 90 year-old films showing them taking care of them (apparantly they were susceptible to sea-sickness).
Imagine a year and a half living in those conditions with no loss of life!