diff --git a/docker/docker-compose.dev.yaml b/docker/docker-compose.dev.yaml
index b2f96be8a16bb8a0c5aefc1d96c9c8ec9d04a80b..0f5fc5807266a31c8e393cab28fe77c65dbf3974 100644
--- a/docker/docker-compose.dev.yaml
+++ b/docker/docker-compose.dev.yaml
@@ -33,8 +33,8 @@ services:
         python -m debugpy --wait-for-client --listen 0.0.0.0:5678 \
         /app/src/prototype/app.py retrieval \
         --nrb-conclusions-per-topic 100 --nrb-premises-per-conclusion 50 \
-        --reranking argument-graph --reuse-unranked /data/unranked.plk \
-        test-run /data/topics.xml /data/results/
+        --reranking maximal-marginal-relevance --reuse-unranked  /data/unranked.plk \
+        test-run-new /data/topics.xml /data/results/
     # entrypoint:
     #   - "/bin/sh"
     #   - -ecx
diff --git a/python/src/prototype/app.py b/python/src/prototype/app.py
index b055a03ddf8ddf88625f5f79d23bbb42fd380aea..5ed5f4055b818823bd50db0eee061f1d2ca75eb7 100644
--- a/python/src/prototype/app.py
+++ b/python/src/prototype/app.py
@@ -42,7 +42,9 @@ class App:
                  ).index_to_es()
 
     def _retrieval(self) -> None:
-        run_name = self.config['RERANKING'] if self.config['RERANKING'] else 'double-index-semantic'
+        run_name = f"{self.config['RUN_NAME']}-"
+        run_name += self.config['RERANKING'] if self.config['RERANKING'] \
+            else 'double-index-semantic'
         self.logger.info('Reading topics...')
         topics = read_topics(self.config['TOPICS_PATH'], self.config['TOPIC_NRB'])
         self.logger.info('Read topics!')
@@ -53,7 +55,7 @@ class App:
             self.logger.info('Read unranked!')
         else:
             results = Retrieval(topics,
-                                self.config['RUN_NAME'],
+                                run_name,
                                 self.config['ELASTIC_HOST'],
                                 self.config['NRB_CONCLUSIONS_PER_TOPIC'],
                                 self.config['NRB_PREMISES_PER_CONCLUSION']
diff --git a/python/src/prototype/retrieval/reranking.py b/python/src/prototype/retrieval/reranking.py
index 7e2a5c183e4e1787ea1482517ffaa206ee680415..b065ad87ee512a5a87fe29dc96f40f32e36cbcd2 100644
--- a/python/src/prototype/retrieval/reranking.py
+++ b/python/src/prototype/retrieval/reranking.py
@@ -58,7 +58,10 @@ class Reranking:
             for premises_per_conclusion in premises_pre_conclusions.values():
                 conclusion = premises_per_conclusion['conclusion']
                 for premise in premises_per_conclusion['premises']:
-                    if not premise['_id'] in encountered_premise_ids:
+                    stance_conclusion = conclusion['_source']['sentence_stance']
+                    stance_premise = premise['_source']['sentence_stance']
+                    if stance_conclusion == stance_premise \
+                            and premise['_id'] not in encountered_premise_ids:
                         trec_style_rows.append(
                             (topic_nrb,
                              conclusion['_source']['sentence_stance'],
diff --git a/python/src/prototype/utils/__init__.py b/python/src/prototype/utils/__init__.py
index d17577031bafef5f81de050fcb1b65a26b947d80..6b6dd8b180bc31cdb26317bf5199d21df27be8c6 100644
--- a/python/src/prototype/utils/__init__.py
+++ b/python/src/prototype/utils/__init__.py
@@ -5,3 +5,4 @@ from utils.structural_distance import structural_distance
 from utils.maximal_marginal_relevance import mmr_score, mmr_generic
 from utils.reader import (read_data_to_index,
                           read_results, read_unranked, read_sentences, read_topics)
+from utils.write_output import write_output