diff --git a/docs/scripts/check_reasoner.py b/docs/scripts/check_reasoner.py
new file mode 100644
index 0000000..8e9768d
--- /dev/null
+++ b/docs/scripts/check_reasoner.py
@@ -0,0 +1,47 @@
+import rdflib
+from owlrl import DeductiveClosure, OWLRL_Semantics
+import logging
+import sys
+import os
+
+# Configure logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+# Path to the ontology file in the root directory of the repository
+repo_root = os.path.abspath(os.path.join(os.path.dirname(__file__), "../.."))
+ontology_path = os.path.join(repo_root, "electrochemistry.ttl")
+
+# Check if the file exists
+if not os.path.isfile(ontology_path):
+    logger.error(f"Ontology file not found at {ontology_path}")
+    sys.exit(1)
+
+# Load the ontology using rdflib
+g = rdflib.Graph()
+try:
+    g.parse(ontology_path, format='ttl')
+    logger.info("Ontology loaded successfully")
+except Exception as e:
+    logger.error(f"Error loading ontology: {e}")
+    sys.exit(1)
+
+# Perform OWL 2 RL reasoning
+try:
+    DeductiveClosure(OWLRL_Semantics).expand(g)
+    logger.info("Reasoning completed successfully")
+except Exception as e:
+    logger.error(f"Reasoning error: {e}")
+    sys.exit(1)
+
+# Check for inconsistencies
+# Note: OWL-RL does not inherently provide inconsistency detection.
+# Here we just count the triples and ensure some reasoning happened.
+inferred_triples = len(g)
+if inferred_triples > 0:
+    logger.info(f"Inferred {inferred_triples} triples.")
+else:
+    logger.error("No triples inferred, something might be wrong.")
+    sys.exit(1)
+
+sys.exit(0)