diff --git a/cmem_plugin_reason/plugin_validate.py b/cmem_plugin_reason/plugin_validate.py
index 1994c57..215f560 100644
--- a/cmem_plugin_reason/plugin_validate.py
+++ b/cmem_plugin_reason/plugin_validate.py
@@ -142,7 +142,7 @@ def get_graphs(self, graphs: dict, context: ExecutionContext) -> None:
                 setup_cmempy_user_access(context.user)
                 file.write(get(graph).text)
 
-    def validate(self, graphs: dict) -> None:
+    def explain(self, graphs: dict) -> None:
         """Reason"""
         data_location = f"{self.temp}/{graphs[self.ontology_graph_iri]}"
         utctime = str(datetime.fromtimestamp(int(time()), tz=UTC))[:-6].replace(" ", "T") + "Z"
@@ -194,18 +194,21 @@ def add_profiles(self, valid_profiles: list) -> list:
 
     def make_entities(self, text: str, valid_profiles: list) -> Entities:
         """Make entities"""
+        values = [[text]]
+        paths = [EntityPath(path="markdown")]
+        if self.validate_profile:
+            values.append(valid_profiles)
+            paths.append(EntityPath(path="profile"))
         entities = [
             Entity(
                 uri="https://eccenca.com/plugin_validateontology/result",
-                values=[[text], valid_profiles],
+                values=values,
             ),
         ]
-
         schema = EntitySchema(
             type_uri="https://eccenca.com/plugin_validateontology/type",
-            paths=[EntityPath(path="markdown"), EntityPath(path="profile")],
+            paths=paths,
         )
-
         return Entities(entities=entities, schema=schema)
 
     def execute(self, inputs: tuple, context: ExecutionContext) -> Entities | None:  # noqa: ARG002
@@ -214,7 +217,7 @@ def execute(self, inputs: tuple, context: ExecutionContext) -> Entities | None:
         graphs = get_graphs_tree((self.ontology_graph_iri,))
         self.get_graphs(graphs, context)
         create_xml_catalog_file(self.temp, graphs)
-        self.validate(graphs)
+        self.explain(graphs)
 
         if self.produce_graph:
             setup_cmempy_user_access(context.user)
diff --git a/cmem_plugin_reason/utils.py b/cmem_plugin_reason/utils.py
index 873a6ea..1bea3ca 100644
--- a/cmem_plugin_reason/utils.py
+++ b/cmem_plugin_reason/utils.py
@@ -55,8 +55,8 @@
     param_type=IntParameterType(),
     name="max_ram_percentage",
     label="Maximum RAM Percentage",
-    description="Maximum heap size for the Java virtual machine in the DI container running the "
-    "reasoning process. ⚠️ Setting the percentage too high may result in an out of memory error.",
+    description="""Maximum heap size for the Java virtual machine in the DI container running the
+    reasoning process. ⚠️ Setting the percentage too high may result in an out of memory error.""",
     default_value=MAX_RAM_PERCENTAGE_DEFAULT,
     advanced=True,
 )
@@ -65,8 +65,8 @@
     param_type=BoolParameterType(),
     name="validate_profile",
     label="Validate OWL2 profiles",
-    description="""Validate the input ontology against OWL profiles (DL, EL, QL, RL, and
-                Full) and annotate the result graph.""",
+    description="""Validate the input ontology against OWL profiles (DL, EL, QL, RL, and Full) and
+    annotate the result graph.""",
     default_value=False,
 )