This dataset is a collection of queries that astronomers asked to an astronomy research Slack chatbot. Along with the questions, there are open coding labels determined by a team of researchers and expert astronomer answers to these queries. Astronomers were asked to respond using citations and without the help of Large Language Models. This dataset of answers and responses is called the "Gold Benchmark Dataset".