diff --git a/DataGatherers/DetermineOriginGame.py b/DataGatherers/DetermineOriginGame.py
index 53d84eb..80f6ad2 100644
--- a/DataGatherers/DetermineOriginGame.py
+++ b/DataGatherers/DetermineOriginGame.py
@@ -22,6 +22,7 @@ from DataGatherers.cache_manager import CacheManager
 import concurrent.futures
 from concurrent.futures import ThreadPoolExecutor, as_completed
 from functools import lru_cache
+from pattern.en import singularize
 
 from DataGatherers.constants import all_games, regional_descriptors
 
@@ -391,7 +392,7 @@ def parse_form_information(html_content):
             form_text = form_text.strip('()')
 
             if "/" in form_text:
-                last_word = form_text.split()[-1]
+                last_word = singularize(form_text.split()[-1])
                 form_text = form_text.replace(last_word, "").strip()
                 parts = form_text.split('/')
                 for part in parts:
@@ -724,6 +725,10 @@ def process_game_locations(raw_game, raw_locations, form, default_forms):
             for form_info in forms:
                 if form_matches(form_info, form, default_forms):
                     locations.append({"location": raw_text, "tag": raw_location})
+        else:
+            form_info = {"main_form": None, "sub_form": None, "region": None}
+            if form_matches(form_info, form, default_forms):
+                locations.append({"location": raw_text, "tag": raw_location})
 
     return locations if locations else None
 
@@ -738,6 +743,9 @@ def form_matches(form_info, form, default_forms):
     if default_forms and main_form and main_form in default_forms:
         main_form = None
 
+    if form.lower() in ["spring form", "summer form", "autumn form", "winter form"] and main_form == None:
+        return True
+
     if main_form is None:
         return False
 
diff --git a/DataGatherers/Update_evolution_information.py b/DataGatherers/Update_evolution_information.py
index 3bde7eb..5e41e37 100644
--- a/DataGatherers/Update_evolution_information.py
+++ b/DataGatherers/Update_evolution_information.py
@@ -168,20 +168,29 @@ def process_single_pokemon(name, form, db_controller, cache, progress_callback):
     if progress_callback:
         progress_callback(f"Processing {name} {form if form else ''}")
 
-    if form and name in form:
-        form = form.replace(name, "").strip()
+    search_form = form
+    if search_form and name in search_form:
+        search_form = search_form.replace(name, "").strip()
 
     gender = None
-    if form and "male" in form.lower():
-        gender = form
-        form = None
+    if search_form and "male" in search_form.lower():
+        gender = search_form
+        search_form = None
+
+    if name == "Flabébé":
+        # Bulbapedia doesn't detail out Flabébé's evolution chain fully. as its exactly the same for each form, but the coloured form remains constant 
+        # through the evolution line, Red->Red->Red, Yellow->Yellow->Yellow etc.
+        search_form = None
     
-    evolution_chain = get_evolution_data_from_bulbapedia(name, form, cache, gender)
+    evolution_chain = get_evolution_data_from_bulbapedia(name, search_form, cache, gender)
     if evolution_chain:
         if name == "Tauros": # Bulbapedia has a weird formatting for Tauros.
             for stage in evolution_chain:
                 if stage.form:
                     stage.form = stage.form.replace("Paldean Form(", "").replace(")", "").strip()
+        if name == "Flabébé":
+            for stage in evolution_chain:
+                stage.form = form
         process_evolution_chain(db_controller, evolution_chain, cache, gender)
 
 def update_evolution_chains(cache, progress_callback=None):
diff --git a/pokemon_forms.db b/pokemon_forms.db
index 00162c5..5764e8c 100644
Binary files a/pokemon_forms.db and b/pokemon_forms.db differ