diff --git a/src/pipelines/shared/extraction/tin_npi_funcs.py b/src/pipelines/shared/extraction/tin_npi_funcs.py
index 9544101..40c8f46 100644
--- a/src/pipelines/shared/extraction/tin_npi_funcs.py
+++ b/src/pipelines/shared/extraction/tin_npi_funcs.py
@@ -250,7 +250,7 @@ def deunknown_and_deduplicate(
     other_npis = [
         v for v in other_npis if v not in group_npis and not string_utils.is_empty(v)
     ]
-    
+
     group_names = list(dict.fromkeys(group_names))
     other_names = list(dict.fromkeys(other_names))
     other_names = [