Label Taxonomy Builder

In this worksheet, students learn how AI benefits not just from labels, but from structured organization known as a taxonomy. Students are given several sets of raw labels-such as emotions, food types, school subjects, and weather terms-and must reorganize each set into a clear, logical hierarchy. This requires sorting items into meaningful groups, identifying broader categories, and structuring subgroups in a sensible order. The activity strengthens classification skills and helps students understand how organized data improves AI learning. By creating taxonomies, students practice analytical thinking and explore how structured data helps AI recognize patterns more accurately.

Curriculum Matched Skills

Science and Engineering Practices – Classifying and Organizing Information

English Language Arts – Vocabulary Categorization and Semantic Grouping

Technology Literacy – Understanding Data Structures in AI

Critical Thinking – Grouping and Hierarchy Creation

This worksheet is part of our AI Data Labeling Game Worksheets collection.