diff --git a/packages/markitdown/ThirdPartyNotices.md b/packages/markitdown/ThirdPartyNotices.md
index 73d4ea0..44edd8f 100644
--- a/packages/markitdown/ThirdPartyNotices.md
+++ b/packages/markitdown/ThirdPartyNotices.md
@@ -19,9 +19,10 @@ NOTE 2: The Apache License, Version 2.0, requires that modifications to the dwml
 The following section summarizes these changes. The full details are available in the MarkItDown source code 
 repository under PR #1160 (https://github.com/microsoft/markitdown/pull/1160)
 
-This project incorporates `dwml/latex_dict.py` and `dwml/omml.py` files without any additional modifications (which 
-lives in `packages/markitdown/src/markitdown/converter_utils/docx/math` location). From `tests/docx.py` file, we 
-have used `DOCXML_ROOT` XML namespaces and the rest of the file is not used.
+This project incorporates `dwml/latex_dict.py` and `dwml/omml.py` files without any additional logic modifications (which 
+lives in `packages/markitdown/src/markitdown/converter_utils/docx/math` location). However, we have reformatted the code
+according to `black` code formatter.  From `tests/docx.py` file, we have used `DOCXML_ROOT` XML namespaces and the rest of 
+the file is not used.
 
 -----------------------------------------