diff --git a/ormar/queryset/prefetch_query.py b/ormar/queryset/prefetch_query.py
index 243e66e..9f1930c 100644
--- a/ormar/queryset/prefetch_query.py
+++ b/ormar/queryset/prefetch_query.py
@@ -150,30 +150,15 @@ class PrefetchQuery:
         return []
 
     @staticmethod
-    def _get_model_id_and_field_name(
-        target_field: Type["BaseField"], model: "Model"
-    ) -> Tuple[bool, Optional[str], Optional[int]]:
-        if target_field.virtual:
-            is_multi = False
-            field_name = model.resolve_relation_name(target_field.to, model)
-            model_id = model.pk
-        elif issubclass(target_field, ManyToManyField):
-            is_multi = True
-            field_name = model.resolve_relation_name(target_field.through, model)
-            model_id = model.pk
-        else:
-            is_multi = False
-            related_name = model.resolve_relation_name(model, target_field.to)
-            related_model = getattr(model, related_name)
-            if not related_model:
-                return is_multi, None, None
-            model_id = related_model.pk
-            field_name = target_field.to.Meta.pkname
-
-        return is_multi, field_name, model_id
+    def _get_model_id(target_field: Type["BaseField"], model: "Model") -> Optional[int]:
+        if target_field.virtual or issubclass(target_field, ManyToManyField):
+            return model.pk
+        related_name = model.resolve_relation_name(model, target_field.to)
+        related_model = getattr(model, related_name)
+        return None if not related_model else related_model.pk
 
     @staticmethod
-    def _get_group_field_name(
+    def _get_related_field_name(
         target_field: Type["BaseField"], model: Union["Model", Type["Model"]]
     ) -> str:
         if issubclass(target_field, ManyToManyField):
@@ -202,13 +187,15 @@ class PrefetchQuery:
         for related in related_to_extract:
             target_field = model.Meta.model_fields[related]
             target_model = target_field.to.get_name()
-            is_multi, field_name, model_id = self._get_model_id_and_field_name(
+            model_id = self._get_model_id(target_field=target_field, model=model)
+
+            if model_id is None:  # pragma: no cover
+                continue
+
+            field_name = self._get_related_field_name(
                 target_field=target_field, model=model
             )
 
-            if field_name is None or model_id is None:  # pragma: no cover
-                continue
-
             children = self.already_extracted.get(target_model, {}).get(field_name, {})
             self._set_children_on_model(
                 model=model, related=related, children=children, model_id=model_id
@@ -384,7 +371,7 @@ class PrefetchQuery:
     ) -> None:
         target_model = target_field.to
         for row in rows:
-            field_name = self._get_group_field_name(
+            field_name = self._get_related_field_name(
                 target_field=target_field, model=parent_model
             )
             item = target_model.extract_prefixed_table_columns(