--- train_spider.json	2018-09-23 20:27:49.000000000 -0700
+++ train_spider_fixed.json	2019-02-05 19:09:31.000000000 -0800
@@ -429190,10 +429190,10 @@
     },
     {
         "db_id": "assets_maintenance",
-        "query": "SELECT T1.company_name FROM Third_Party_Companies AS T1 JOIN Maintenance_Contracts AS T2 ON T1.company_id  =  T2.maintenance_contract_company_id JOIN Ref_Company_Types AS T3 ON T1.company_type_code  =  T3.company_type_code ORDER BY T2.contract_end_date DESC LIMIT 1",
+        "query": "SELECT T1.company_type FROM Third_Party_Companies AS T1 JOIN Maintenance_Contracts AS T2 ON T1.company_id  =  T2.maintenance_contract_company_id ORDER BY T2.contract_end_date DESC LIMIT 1",
         "query_toks": [
             "SELECT",
-            "T1.company_name",
+            "T1.company_type",
             "FROM",
             "Third_Party_Companies",
             "AS",
@@ -429206,14 +429206,6 @@
             "T1.company_id",
             "=",
             "T2.maintenance_contract_company_id",
-            "JOIN",
-            "Ref_Company_Types",
-            "AS",
-            "T3",
-            "ON",
-            "T1.company_type_code",
-            "=",
-            "T3.company_type_code",
             "ORDER",
             "BY",
             "T2.contract_end_date",
@@ -429242,18 +429234,6 @@
             "t2",
             ".",
             "maintenance_contract_company_id",
-            "join",
-            "ref_company_types",
-            "as",
-            "t3",
-            "on",
-            "t1",
-            ".",
-            "company_type_code",
-            "=",
-            "t3",
-            ".",
-            "company_type_code",
             "order",
             "by",
             "t2",