Pulmonary hypertension (PH) results in increased morbidity and mortality in patients with interstitial lung disease (ILD). Early recognition of PH in this population is essential for planning diagnostic testing, initiating therapy, and evaluating for lung transplantation. The previously developed PH‐ILD Detection tool has significant potential in the evaluation and treatment of ILD patients; the aim of this study was to validate the tool in an independent, multicenter cohort of patients. We conducted a retrospective review of prospectively collected data from 161 ILD patients. Patients were stratified into low‐ (n = 78, 48.4%), intermediate‐ (n = 54, 33.5%), and high‐risk (n = 29, 18.0%) groups based on the score obtained with the tool. Intermediate‐ and high‐risk patients underwent follow‐up echocardiogram (TTE); 49.4% (n = 41) had an abnormal TTE suggestive of underlying PH. These patients underwent right heart catheterization; PH‐ILD was diagnosed in 73.2% (n = 30) of these cases. The PH‐ILD Detection tool has a sensitivity of 93.3%, specificity of 90.9%, and area‐under‐the‐curve of 0.921 for diagnosing PH in ILD patients, validating the findings from the original study and establishing the tool as a fundamental resource for early recognition of PH in ILD patients.