diff --git a/data/data_packages/all_time_register/register_of_interests.parquet b/data/data_packages/all_time_register/register_of_interests.parquet
index 50205409..d45cef8b 100644
Binary files a/data/data_packages/all_time_register/register_of_interests.parquet and b/data/data_packages/all_time_register/register_of_interests.parquet differ
diff --git a/data/data_packages/all_time_register/register_of_interests.resource.yaml b/data/data_packages/all_time_register/register_of_interests.resource.yaml
index 42b5fc17..056b8714 100644
--- a/data/data_packages/all_time_register/register_of_interests.resource.yaml
+++ b/data/data_packages/all_time_register/register_of_interests.resource.yaml
@@ -1,7 +1,7 @@
 title: Register of Members Interests (2000-)
 description: Register of members interests with basic NLP extraction
 custom:
-  row_count: 114243
+  row_count: 114372
 path: register_of_interests.parquet
 name: register_of_interests
 profile: data-resource
@@ -22,7 +22,7 @@ schema:
     description: Name of member
     constraints:
       unique: false
-    example: A J Beith
+    example: Aaron Bell
   - name: category_name
     type: string
     description: Category of interest
@@ -77,4 +77,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: aa9de9d58878cb7eddefcb009928ac8c
+hash: c44f3dc4b0411ff1ee6fe7580b458cdf
diff --git a/data/data_packages/parliament_2019/register_of_interests.parquet b/data/data_packages/parliament_2019/register_of_interests.parquet
index dad82c3b..157de597 100644
Binary files a/data/data_packages/parliament_2019/register_of_interests.parquet and b/data/data_packages/parliament_2019/register_of_interests.parquet differ
diff --git a/data/data_packages/parliament_2019/register_of_interests.resource.yaml b/data/data_packages/parliament_2019/register_of_interests.resource.yaml
index c515699e..14efb16f 100644
--- a/data/data_packages/parliament_2019/register_of_interests.resource.yaml
+++ b/data/data_packages/parliament_2019/register_of_interests.resource.yaml
@@ -1,7 +1,7 @@
 title: Register of Members Interests (latest register)
 description: Register of members interests with basic NLP extraction
 custom:
-  row_count: 17673
+  row_count: 17802
 path: register_of_interests.parquet
 name: register_of_interests
 profile: data-resource
@@ -97,4 +97,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: f6137e1b8ad79fd9a8cc63c42699ac51
+hash: 6e5d4876fe1dae7abba816d2193ba93b
diff --git a/data/interim/nlp.cache.parquet b/data/interim/nlp.cache.parquet
index e57ddc35..95f83c8d 100644
Binary files a/data/interim/nlp.cache.parquet and b/data/interim/nlp.cache.parquet differ
diff --git a/data/interim/processed_regmem.parquet b/data/interim/processed_regmem.parquet
index 50205409..d45cef8b 100644
Binary files a/data/interim/processed_regmem.parquet and b/data/interim/processed_regmem.parquet differ
diff --git a/src/parl_register_interests/sql/group_same_entry.sql b/src/parl_register_interests/sql/group_same_entry.sql
index 29137e30..84918fe4 100644
--- a/src/parl_register_interests/sql/group_same_entry.sql
+++ b/src/parl_register_interests/sql/group_same_entry.sql
@@ -1,10 +1,37 @@
-select
-    public_whip_id,
-    category_name,
-    free_text,
-    last(member_name) as member_name,
-    min(registry_date) as earliest_declaration,
-    max(registry_date) as latest_declaration
-from {{ parquet_path }}
-group by public_whip_id, category_name, free_text
-order by public_whip_id, latest_declaration
\ No newline at end of file
+-- We want to ensure we have the same name for all entries of the same person
+-- But it's not like that in the source
+-- So we get the last name declared, and then join that back to the original data
+WITH LastMemberNames AS (
+    SELECT DISTINCT public_whip_id, member_name
+    FROM (
+        SELECT DISTINCT
+            public_whip_id,
+            member_name,
+            registry_date,
+            ROW_NUMBER() OVER (PARTITION BY public_whip_id ORDER BY registry_date DESC) AS rn
+        FROM {{ parquet_path }}
+    ) as subquery
+    WHERE rn = 1
+) 
+
+SELECT
+    t.public_whip_id as public_whip_id,
+    t.category_name as category_name,
+    t.free_text as free_text,
+    MIN(lm.member_name) AS member_name,
+    MIN(t.registry_date) AS earliest_declaration,
+    MAX(t.registry_date) AS latest_declaration
+FROM {{ parquet_path }} t
+JOIN LastMemberNames lm ON t.public_whip_id = lm.public_whip_id
+GROUP BY
+    t.public_whip_id,
+    lm.member_name,
+    t.category_name,
+    t.free_text,
+ORDER BY
+    t.public_whip_id,
+    latest_declaration,
+    t.category_name,
+    t.free_text,
+    lm.member_name,
+    earliest_declaration;