diff --git a/airflow/providers/amazon/aws/log/s3_task_handler.py b/airflow/providers/amazon/aws/log/s3_task_handler.py
index 761c4ce463814..f3664f7c415bd 100644
--- a/airflow/providers/amazon/aws/log/s3_task_handler.py
+++ b/airflow/providers/amazon/aws/log/s3_task_handler.py
@@ -78,7 +78,9 @@ def hook(self):
         )
 
     def set_context(self, ti: TaskInstance, *, identifier: str | None = None) -> None:
-        if getattr(self, "supports_task_context_logging", False):
+        # todo: remove-at-min-airflow-version-2.8
+        #   after Airflow 2.8 can always pass `identifier`
+        if getattr(super(), "supports_task_context_logging", False):
             super().set_context(ti, identifier=identifier)
         else:
             super().set_context(ti)
diff --git a/airflow/providers/elasticsearch/log/es_task_handler.py b/airflow/providers/elasticsearch/log/es_task_handler.py
index 1e8c75b7e3eb7..c9d3a180e1edc 100644
--- a/airflow/providers/elasticsearch/log/es_task_handler.py
+++ b/airflow/providers/elasticsearch/log/es_task_handler.py
@@ -443,7 +443,9 @@ def set_context(self, ti: TaskInstance, *, identifier: str | None = None) -> Non
             self.handler.setLevel(self.level)
             self.handler.setFormatter(self.formatter)
         else:
-            if getattr(self, "supports_task_context_logging", False):
+            # todo: remove-at-min-airflow-version-2.8
+            #   after Airflow 2.8 can always pass `identifier`
+            if getattr(super(), "supports_task_context_logging", False):
                 super().set_context(ti, identifier=identifier)
             else:
                 super().set_context(ti)
diff --git a/airflow/providers/google/cloud/log/gcs_task_handler.py b/airflow/providers/google/cloud/log/gcs_task_handler.py
index 39d0f072a8acd..9921bb8753f03 100644
--- a/airflow/providers/google/cloud/log/gcs_task_handler.py
+++ b/airflow/providers/google/cloud/log/gcs_task_handler.py
@@ -142,7 +142,9 @@ def client(self) -> storage.Client:
         )
 
     def set_context(self, ti: TaskInstance, *, identifier: str | None = None) -> None:
-        if getattr(self, "supports_task_context_logging", False):
+        # todo: remove-at-min-airflow-version-2.8
+        #   after Airflow 2.8 can always pass `identifier`
+        if getattr(super(), "supports_task_context_logging", False):
             super().set_context(ti, identifier=identifier)
         else:
             super().set_context(ti)
diff --git a/airflow/providers/microsoft/azure/log/wasb_task_handler.py b/airflow/providers/microsoft/azure/log/wasb_task_handler.py
index f3a00e8432b9d..c57de1acb1d06 100644
--- a/airflow/providers/microsoft/azure/log/wasb_task_handler.py
+++ b/airflow/providers/microsoft/azure/log/wasb_task_handler.py
@@ -96,7 +96,9 @@ def hook(self):
             return None
 
     def set_context(self, ti: TaskInstance, *, identifier: str | None = None) -> None:
-        if getattr(self, "supports_task_context_logging", False):
+        # todo: remove-at-min-airflow-version-2.8
+        #   after Airflow 2.8 can always pass `identifier`
+        if getattr(super(), "supports_task_context_logging", False):
             super().set_context(ti, identifier=identifier)
         else:
             super().set_context(ti)