Populate prompt_template_source for all subsets per 2026-05-30 audit

metadata.json

@@ -51,6 +51,11 @@
             "test": "https://huggingface.co/datasets/lmms-lab/SEED-Bench"
           }
         }
+      },
+      "prompt_template_source": {
+        "origin": "fallback",
+        "reference": "T2-adapted",
+        "notes": "single-image per-dataset adaptation"
       }
     }
   }