Data Labeling with ChatGPT

Our client, a bootstrapped startup in the education space, asked for our help to leverage AI to categorize data for their education resources database. Our client was hoping for more advanced “filtering” capabilities in their database, so users could filter by school grade, and to do this, they needed more structured data on grades. This effort was incredibly labor intensive but more approachable with AI. We used ChatGPT to label each high school program with specific grades using eligibility criteria directly associated with the program. We accomplished this by creating a prompt that included a list of high school programs along with their client-provided eligibility criteria and client-provided restrictions.