diff --git a/.github/workflows/python_sphinx_docs.yml b/.github/workflows/python_sphinx_docs.yml
index ac4c9aa..46dc365 100644
--- a/.github/workflows/python_sphinx_docs.yml
+++ b/.github/workflows/python_sphinx_docs.yml
@@ -22,6 +22,12 @@ jobs:
         - name: Create tmp directories for master
           run: |
             mkdir python/master-tmp
+        # Download master JSON files to master-tmp/ directory
+        # This supports sphinx-versioned multi-version documentation builds:
+        # - sphinx-versioned builds docs for multiple branches (master, release-*, current branch)
+        # - Each branch version looks for JSON files in different locations (see conf.py)
+        # - master-tmp/ provides a shared location for current master JSON files that doesn't
+        #   interfere with committed release snapshots in python/ directory
         - name: Get docstrings_common.json from master branch of opm-common
           run: |
             curl -L -o python/master-tmp/docstrings_common.json https://raw.githubusercontent.com/OPM/opm-common/master/python/docstrings_common.json
diff --git a/python/sphinx_docs/docs/conf.py b/python/sphinx_docs/docs/conf.py
index f888513..1948314 100644
--- a/python/sphinx_docs/docs/conf.py
+++ b/python/sphinx_docs/docs/conf.py
@@ -24,13 +24,21 @@ def extract_opm_simulators_release(version_file_path):
     except Exception:
         return "unknown"  # Fallback version
 
+# Determine JSON file location based on branch type
+# This prefix is used to set opm_simulators_docstrings_path and opm_common_docstrings_path below,
+# which are passed through Sphinx's config system to the sphinx_ext_docstrings extension.
+# The extension reads these paths to load JSON files and generate documentation.
+#
+# Branch handling for sphinx-versioned multi-version builds:
+# - Release branches (release-*): Use committed JSON snapshots in python/
+# - All other branches: Use downloaded master JSON files in python/master-tmp/
+#   This includes master itself and development branches, ensuring they all use
+#   the latest master JSON files without interfering with release snapshots.
 branch = get_git_branch()
-print(branch)
-if branch == "master":
-    prefix = "../../master-tmp"
-else:
+if branch.startswith("release-"):
     prefix = "../../"
-release = extract_opm_simulators_release(os.path.join(prefix, "dune.module"))
+else:
+    prefix = "../../master-tmp"
 
 # -- General configuration ---------------------------------------------------
 import sys