1. A New Dataset to Understand Civil War Military Service • Doug Atkinson, Brigham Young University; Sven E. Wilson, Brigham Young University.

2. Administrative Records and Data Modernization: An Update from the U.S. Census Bureau • Todd Gardner, George Washington University.

3. Scaling Microhistory: AI, Data Visualization, and the Structural Analysis of 19th-Century Choson Diaries • Hyoji Ha, Ajou University; Donggue Lee, Ajou University.

4. Identifying Spatial Bias in Genealogical and Census Record Linkage • Caglar Koylu, University of Iowa; Jonas Helgertz, University of Minnesota/Lund University; Alice Bee Kasakoff, University of South Carolina; Evan Roberts, University of Minnesota; Maryam Torkashvand, University of Iowa; Loretta Nwajiaku, University of Iowa.

5. A Fair Pipeline from Archival APIs to Person Reconstructions: Linked Data, Transparent Linkage, and Queryable Provenance • Richard L. Zijdeman, International Institute of Social History; Rick J. Mourits, International Institute of Social History; Xander Wilcke, Vrije Universiteit Amsterdam; Mateusz Kielan, International Institute of Social History.