Rotate capped training samples across iterations

scripts/run_belgium_building_training_loop.py

@@ -164,6 +164,7 @@ def failure_sampling_command(
     corpus_manifest: Path,
     assessment: Path,
     output_dir: Path,
+    sampling_round: int = 0,
 ) -> list[str]:
     return [
         sys.executable,
@@ -172,6 +173,7 @@ def failure_sampling_command(
         "--corpus-manifest", str(corpus_manifest),
         "--assessment", str(assessment),
         "--output-dir", str(output_dir),
+        "--sampling-round", str(sampling_round),
     ]
 
 
@@ -443,6 +445,7 @@ def main() -> int:
                 corpus_manifest=args.corpus_manifest,
                 assessment=assessment,
                 output_dir=sampling_dir,
+                sampling_round=index,
             ),
             iteration_dir / "failure-driven-sampling.log",
         )