The document summarizes a study of the Groote Eylandt manganese orebody in Australia. The objectives of the study were to construct an accurate resource/reserve model using over 5,500 drill holes to satisfy reporting standards. Previous models were outdated and inaccurate. Key challenges included the orebody's variability and complex geological history. The new model incorporated stratigraphic units, addressed issues like downhole smearing in drilling data, used measured yield vs assumed values, and established a validated database, providing a robust foundation for ongoing mining.