diff --git a/python_docs_theme/__init__.py b/python_docs_theme/__init__.py
index d9281ff..875206b 100644
--- a/python_docs_theme/__init__.py
+++ b/python_docs_theme/__init__.py
@@ -6,6 +6,8 @@
 
 TYPE_CHECKING = False
 if TYPE_CHECKING:
+    from typing import Any
+
     from sphinx.application import Sphinx
     from sphinx.util.typing import ExtensionMetadata
 
@@ -16,16 +18,30 @@
 MESSAGE_CATALOG_NAME = "python-docs-theme"
 
 
+def add_translation_to_context(
+    app: Sphinx,
+    pagename: str,
+    templatename: str,
+    context: dict[str, Any],
+    doctree: None,
+) -> None:
+    theme_gettext = get_translation(MESSAGE_CATALOG_NAME)
+    sphinx_gettext = get_translation("sphinx")
+
+    def combined(message: str) -> str:
+        translation = theme_gettext(message)
+        if translation == message:
+            return sphinx_gettext(message)
+        return translation
+
+    context["_"] = context["gettext"] = context["ngettext"] = combined
+
+
 def setup(app: Sphinx) -> ExtensionMetadata:
     app.require_sphinx("7.3")
 
     app.add_html_theme("python_docs_theme", str(THEME_PATH))
     app.add_message_catalog(MESSAGE_CATALOG_NAME, LOCALE_DIR)
-
-    def add_translation_to_context(app, pagename, templatename, context, doctree):
-        _ = get_translation(MESSAGE_CATALOG_NAME)
-        context["_"] = context["gettext"] = context["ngettext"] = _
-
     app.connect("html-page-context", add_translation_to_context)
 
     return {
diff --git a/python_docs_theme/locale/es/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/es/LC_MESSAGES/python-docs-theme.po
index 34fc30e..5ac9ab3 100644
--- a/python_docs_theme/locale/es/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/es/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # Cristián Maureira-Fredes, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/ja/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/ja/LC_MESSAGES/python-docs-theme.po
index dfea857..f0683c2 100644
--- a/python_docs_theme/locale/ja/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/ja/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # Inada Naoki <songofacandy@gmail.com>, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/pl/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/pl/LC_MESSAGES/python-docs-theme.po
index 461c4c9..5249a26 100644
--- a/python_docs_theme/locale/pl/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/pl/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # Stan Ulbrych, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/pt_BR/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/pt_BR/LC_MESSAGES/python-docs-theme.po
index 2ce0936..1006ae9 100644
--- a/python_docs_theme/locale/pt_BR/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/pt_BR/LC_MESSAGES/python-docs-theme.po
@@ -8,7 +8,6 @@
 # Alexsey Batista da Silva, 2025
 # Rafael Fontenelle <rffontenelle@gmail.com>, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/tr/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/tr/LC_MESSAGES/python-docs-theme.po
index 90afb86..f79742f 100644
--- a/python_docs_theme/locale/tr/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/tr/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # Ege Akman, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/zh_CN/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/zh_CN/LC_MESSAGES/python-docs-theme.po
index 8fb52a4..73cc293 100644
--- a/python_docs_theme/locale/zh_CN/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/zh_CN/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # 汇民 王 <whuim@qq.com>, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"
diff --git a/python_docs_theme/locale/zh_TW/LC_MESSAGES/python-docs-theme.po b/python_docs_theme/locale/zh_TW/LC_MESSAGES/python-docs-theme.po
index 719074c..c65766b 100644
--- a/python_docs_theme/locale/zh_TW/LC_MESSAGES/python-docs-theme.po
+++ b/python_docs_theme/locale/zh_TW/LC_MESSAGES/python-docs-theme.po
@@ -7,7 +7,6 @@
 # Translators:
 # W. H. Wang <mattwang44@gmail.com>, 2025
 #
-#, fuzzy
 msgid ""
 msgstr ""
 "Project-Id-Version: python-docs-theme 2025.5\n"