1. CHAOS: Converting Historical Accounts into Occupational Scores • Torben Johansen, University of Southern Denmark; Matthew Curtis, University of Southern Denmark; Christian Vedel, University of Southern Denmark; Julius Koschnick, University of Southern Denmark.

2. IISG Taxonomy of Religions • Rick J. Mourits, International Institute of Social History.

3. Revising OCCSCORE for Analysis of Nineteenth-Century U.S. Census Data • Daniel Redish, University of Minnesota; J. David Hacker, University of Minnesota.

4. Parsing Historical Job Titles via LLMs to Analyze Social Mobility in Late Imperial China • Yue Yu, The Hong Kong University of Science and Technology; Jun Chen, Renmin University of China; Michael Chung, Hong Kong University of Science and Technology; Cameron Campbell, The Hong Kong University of Science and Technology.