The disease distinguished by the presence of Reed-Sternberg cells is Hodgkin lymphoma.

Reed-Sternberg cells are large, abnormal lymphocytes that are characteristic of Hodgkin lymphoma. These cells are often found in lymph nodes and other tissues. They have a distinctive appearance with multiple nuclei and prominent nucleoli.