diff --git a/output/openapi/elasticsearch-openapi.json b/output/openapi/elasticsearch-openapi.json
index ad46626d2f..3592a83865 100644
--- a/output/openapi/elasticsearch-openapi.json
+++ b/output/openapi/elasticsearch-openapi.json
@@ -75796,6 +75796,9 @@
           "function_description": {
             "type": "string"
           },
+          "geo_results": {
+            "$ref": "#/components/schemas/ml._types:GeoResults"
+          },
           "influencers": {
             "type": "array",
             "items": {
@@ -75825,22 +75828,22 @@
           }
         },
         "required": [
-          "actual",
-          "by_field_name",
-          "by_field_value",
-          "correlated_by_field_value",
-          "field_name",
-          "function",
-          "function_description",
-          "influencers",
-          "over_field_name",
-          "over_field_value",
-          "partition_field_name",
-          "partition_field_value",
-          "probability",
-          "typical"
+          "probability"
         ]
       },
+      "ml._types:GeoResults": {
+        "type": "object",
+        "properties": {
+          "actual_point": {
+            "description": "The actual value for the bucket formatted as a `geo_point`.",
+            "type": "string"
+          },
+          "typical_point": {
+            "description": "The typical value for the bucket formatted as a `geo_point`.",
+            "type": "string"
+          }
+        }
+      },
       "ml._types:Influence": {
         "type": "object",
         "properties": {
@@ -75859,23 +75862,6 @@
           "influencer_field_values"
         ]
       },
-      "ml._types:GeoResults": {
-        "type": "object",
-        "properties": {
-          "actual_point": {
-            "description": "The actual value for the bucket formatted as a `geo_point`.",
-            "type": "string"
-          },
-          "typical_point": {
-            "description": "The typical value for the bucket formatted as a `geo_point`.",
-            "type": "string"
-          }
-        },
-        "required": [
-          "actual_point",
-          "typical_point"
-        ]
-      },
       "ml._types:Include": {
         "type": "string",
         "enum": [
diff --git a/output/schema/schema.json b/output/schema/schema.json
index 6e99b5ffa5..14d3c389d8 100644
--- a/output/schema/schema.json
+++ b/output/schema/schema.json
@@ -150658,7 +150658,7 @@
       "properties": [
         {
           "name": "actual",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "array_of",
             "value": {
@@ -150672,7 +150672,7 @@
         },
         {
           "name": "by_field_name",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150683,7 +150683,7 @@
         },
         {
           "name": "by_field_value",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150694,7 +150694,7 @@
         },
         {
           "name": "correlated_by_field_value",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150705,7 +150705,7 @@
         },
         {
           "name": "field_name",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150716,7 +150716,7 @@
         },
         {
           "name": "function",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150727,7 +150727,7 @@
         },
         {
           "name": "function_description",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150736,9 +150736,20 @@
             }
           }
         },
+        {
+          "name": "geo_results",
+          "required": false,
+          "type": {
+            "kind": "instance_of",
+            "type": {
+              "name": "GeoResults",
+              "namespace": "ml._types"
+            }
+          }
+        },
         {
           "name": "influencers",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "array_of",
             "value": {
@@ -150752,7 +150763,7 @@
         },
         {
           "name": "over_field_name",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150763,7 +150774,7 @@
         },
         {
           "name": "over_field_value",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150774,7 +150785,7 @@
         },
         {
           "name": "partition_field_name",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150785,7 +150796,7 @@
         },
         {
           "name": "partition_field_value",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -150807,7 +150818,7 @@
         },
         {
           "name": "typical",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "array_of",
             "value": {
@@ -150820,7 +150831,7 @@
           }
         }
       ],
-      "specLocation": "ml/_types/Anomaly.ts#L123-L138"
+      "specLocation": "ml/_types/Anomaly.ts#L123-L139"
     },
     {
       "kind": "interface",
@@ -150950,7 +150961,7 @@
           }
         }
       ],
-      "specLocation": "ml/_types/Anomaly.ts#L156-L197"
+      "specLocation": "ml/_types/Anomaly.ts#L157-L198"
     },
     {
       "kind": "interface",
@@ -156211,7 +156222,7 @@
         {
           "description": "The actual value for the bucket formatted as a `geo_point`.",
           "name": "actual_point",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -156223,7 +156234,7 @@
         {
           "description": "The typical value for the bucket formatted as a `geo_point`.",
           "name": "typical_point",
-          "required": true,
+          "required": false,
           "type": {
             "kind": "instance_of",
             "type": {
@@ -156233,7 +156244,7 @@
           }
         }
       ],
-      "specLocation": "ml/_types/Anomaly.ts#L145-L154"
+      "specLocation": "ml/_types/Anomaly.ts#L146-L155"
     },
     {
       "kind": "interface",
@@ -157005,7 +157016,7 @@
           }
         }
       ],
-      "specLocation": "ml/_types/Anomaly.ts#L140-L143"
+      "specLocation": "ml/_types/Anomaly.ts#L141-L144"
     },
     {
       "kind": "interface",
diff --git a/output/typescript/types.ts b/output/typescript/types.ts
index 4c545ba6fc..bef791de5a 100644
--- a/output/typescript/types.ts
+++ b/output/typescript/types.ts
@@ -13727,20 +13727,21 @@ export interface MlAnomaly {
 }
 
 export interface MlAnomalyCause {
-  actual: double[]
-  by_field_name: Name
-  by_field_value: string
-  correlated_by_field_value: string
-  field_name: Field
-  function: string
-  function_description: string
-  influencers: MlInfluence[]
-  over_field_name: Name
-  over_field_value: string
-  partition_field_name: string
-  partition_field_value: string
+  actual?: double[]
+  by_field_name?: Name
+  by_field_value?: string
+  correlated_by_field_value?: string
+  field_name?: Field
+  function?: string
+  function_description?: string
+  geo_results?: MlGeoResults
+  influencers?: MlInfluence[]
+  over_field_name?: Name
+  over_field_value?: string
+  partition_field_name?: string
+  partition_field_value?: string
   probability: double
-  typical: double[]
+  typical?: double[]
 }
 
 export interface MlAnomalyExplanation {
@@ -14309,8 +14310,8 @@ export interface MlFilterRef {
 export type MlFilterType = 'include' | 'exclude'
 
 export interface MlGeoResults {
-  actual_point: string
-  typical_point: string
+  actual_point?: string
+  typical_point?: string
 }
 
 export interface MlHyperparameter {
diff --git a/specification/ml/_types/Anomaly.ts b/specification/ml/_types/Anomaly.ts
index f0d95dff1c..dc2bd477b2 100644
--- a/specification/ml/_types/Anomaly.ts
+++ b/specification/ml/_types/Anomaly.ts
@@ -121,20 +121,21 @@ export class Anomaly {
 }
 
 export class AnomalyCause {
-  actual: double[]
-  by_field_name: Name
-  by_field_value: string
-  correlated_by_field_value: string
-  field_name: Field
-  function: string
-  function_description: string
-  influencers: Influence[]
-  over_field_name: Name
-  over_field_value: string
-  partition_field_name: string
-  partition_field_value: string
+  actual?: double[]
+  by_field_name?: Name
+  by_field_value?: string
+  correlated_by_field_value?: string
+  field_name?: Field
+  function?: string
+  function_description?: string
+  geo_results?: GeoResults
+  influencers?: Influence[]
+  over_field_name?: Name
+  over_field_value?: string
+  partition_field_name?: string
+  partition_field_value?: string
   probability: double
-  typical: double[]
+  typical?: double[]
 }
 
 export class Influence {
@@ -146,11 +147,11 @@ export class GeoResults {
   /**
    * The actual value for the bucket formatted as a `geo_point`.
    */
-  actual_point: string
+  actual_point?: string
   /**
    * The typical value for the bucket formatted as a `geo_point`.
    */
-  typical_point: string
+  typical_point?: string
 }
 
 export class AnomalyExplanation {