Worked on the Amsterdam/amsterdam-schema repository to deliver a schema clarity improvement focused on data title consistency. Addressed schema definition by standardizing titles across JSON data representations, ensuring alignment with updated conventions and supporting ongoing data governance efforts. The approach maintained backward compatibility, minimizing operational risk and preserving existing integrations. By enhancing schema clarity, the work improved data reliability for downstream analytics and consumption. The change was implemented as a non-breaking update, with explicit traceability through referenced commits and issues. This contribution demonstrated attention to detail in schema design and reinforced data quality without introducing disruptions to established workflows.