The Eleanor Reef at Pine Creek was discovered in 1880, some 9 years before the railway reached the town. The Jensen Gold Mining Co. established a mine on the reef about a mile from the southern boundary of the Pine Creek Railway reserve. A battery was built in 1893 to crush ore from the Eleanor and another reef and, concurrently, they ordered tramway materials from England.