I co-authored the following papers, to be presented at VLDB 2023 and its satellite events. These papers capture the work on the new and updated benchmarks of the Linked Data Benchmark Council (LDBC), as well as LDBC’s organizational restucturing. Additionally, an initial DuckDB-based prototype of the SQL/PGQ language extension was accepted at the demo track.