During the filming, actor Paul Everton was injured when he fell into Triphammer Gorge.
The titles of the twelve chapters are: 1. The Lost Torpedo, 2. The Gray Friar, 3. The Vanishing Man, 4. The Submarine Harbor, 5. The Conspirators, 6. The Wireless Detective, 7. The Death Cloud, 8. The Search Light Gun, 9. The Life Chain, 10. The Flash, 11. The Disappearing Helmets, 12. The Triumph Of Elaine
The twelve chapter novel which the film is based on, by Arthur B. Reeve, was published serially in newspapers while the film was playing in theaters. It was published in book form in 1916 as chapters 6 through 17 of the volume titled "The Romance of Elaine". Chapters 1 through 5 of the book are a portion of the novel which The New Exploits of Elaine was based on.