Batch Labeling is a singular academic contribution, typically manifesting as a method, model, framework, theory, construct, dataset, task, or metric, that is formally introduced and situated within the scholarly discourse on Semen Labeling to address the systematic annotation of semen-related data by grouping specimens into discrete, traceable units for consistent identification and analysis.