diff --git a/ontology/yaml/resources/ELECTRICAL/entity_types/ABSTRACT.yaml b/ontology/yaml/resources/ELECTRICAL/entity_types/ABSTRACT.yaml
index 4229c58cc..05df28c84 100644
--- a/ontology/yaml/resources/ELECTRICAL/entity_types/ABSTRACT.yaml
+++ b/ontology/yaml/resources/ELECTRICAL/entity_types/ABSTRACT.yaml
@@ -86,15 +86,15 @@ OTPM:
   uses:
   - oil_temperature_sensor
   - oil_pressure_sensor
-  
+
 RDM:
   guid: "e1e402a7-fd60-4905-84d7-d926db979fc5"
   description: "Very basic system run duration monitoring."
   is_abstract: true
   uses:
   - run_time_accumulator
-  
-TKLS:  
+
+TKLS:
   guid: "a759f985-e858-431f-a9f9-d4eaaa711aa4"
   description: "Very basic tank level status monitoring for electrical generator equipment."
   is_abstract: true
@@ -109,7 +109,7 @@ PPWM:
   - phase1_apparent_power_sensor
   - phase2_apparent_power_sensor
   - phase3_apparent_power_sensor
-  - line_frequency_sensor 
+  - line_frequency_sensor
 
 BATM:
   guid: "445a7a7f-9da2-4b56-99cd-9890cdf6fea1"
diff --git a/ontology/yaml/resources/HVAC/entity_types/ABSTRACT.yaml b/ontology/yaml/resources/HVAC/entity_types/ABSTRACT.yaml
index 5d325909b..32a9356bf 100644
--- a/ontology/yaml/resources/HVAC/entity_types/ABSTRACT.yaml
+++ b/ontology/yaml/resources/HVAC/entity_types/ABSTRACT.yaml
@@ -8475,7 +8475,7 @@ SDHC:
   - leaving_dehumidifier_temperature_sensor
   - leaving_dehumidifier_temperature_setpoint
   implements:
-  - CONTROL  
+  - CONTROL
 
 FPHC:
   guid: "bdd89332-3303-420d-a13c-ee38c398d9ff"
diff --git a/ontology/yaml/resources/SAFETY/entity_types/ABSTRACT.yaml b/ontology/yaml/resources/SAFETY/entity_types/ABSTRACT.yaml
index 07185d2bf..a3a5d0b41 100644
--- a/ontology/yaml/resources/SAFETY/entity_types/ABSTRACT.yaml
+++ b/ontology/yaml/resources/SAFETY/entity_types/ABSTRACT.yaml
@@ -59,7 +59,7 @@ BC2X:
   - broken_cable_alarm_1
   - broken_cable_alarm_2
 
-LPA: 
+LPA:
   guid: "3f8a398c-23f5-43bd-9694-ac06087ffc07"
   description: "Loss of power alarming."
   is_abstract: true