Early stage esophageal cancer refers to cancer that is confined to the inner layers of the esophagus and has not spread to other parts of the body. It is typically classified as Stage 0 (high-grade dysplasia) or Stage I, based on the TNM staging system which evaluates the size and extent of the tumor, lymph node involvement, and metastasis.