diff --git a/data/own_data/domain_knowledge/manual_annotation_2.json b/data/own_data/domain_knowledge/manual_annotation_2.json
new file mode 100644
index 0000000000000000000000000000000000000000..254be58cfa702b9c5f9b1bb5e964051f3b7a3d07
--- /dev/null
+++ b/data/own_data/domain_knowledge/manual_annotation_2.json
@@ -0,0 +1,244 @@
+[
+ {
+ "Services Involved": [
+ "NONE",
+ "hotel",
+ "restaurant",
+ "taxi",
+ "train",
+ "attraction"
+ ],
+ "Service Details": [
+ {
+ "Service Type": "restaurant",
+ "Actions": [
+ "NONE",
+ "find_restaurant",
+ "book_restaurant"
+ ],
+ "Preferences": {
+ "restaurant-food": [
+ "NONE",
+ "any string"
+
+ ],
+ "restaurant-bookday": [
+ "NONE",
+ "monday",
+ "tuesday",
+ "wednesday",
+ "thursday",
+ "friday",
+ "saturday",
+ "sunday"
+ ],
+ "restaurant-bookpeople": [
+ "NONE",
+ "any int"
+ ],
+ "restaurant-booktime": [
+ "NONE",
+ "any time"
+ ],
+ "restaurant-area": [
+ "NONE",
+ "centre",
+ "south",
+ "west",
+ "east",
+ "north",
+ "dontcare"
+
+ ],
+ "restaurant-pricerange": [
+ "NONE",
+ "expensive",
+ "moderate",
+ "cheap"
+
+ ],
+ "restaurant-name": [
+ "NONE",
+ "any string"
+ ]
+ }
+ },
+ {
+ "Service Type": "hotel",
+ "Actions": [
+ "book_hotel",
+ "find_hotel",
+ "NONE"
+ ],
+ "Preferences": {
+ "hotel-internet": [
+ "NONE",
+ "yes",
+ "no"
+ ],
+ "hotel-parking": [
+ "NONE",
+ "yes",
+ "no"
+ ],
+ "hotel-pricerange": [
+ "NONE",
+ "expensive",
+ "moderate",
+ "cheap"
+ ],
+ "hotel-stars": [
+ "NONE",
+ "any int"
+ ],
+ "hotel-type": [
+ "NONE",
+ "hotel",
+ "guesthouse",
+ "dontcare"
+ ],
+ "hotel-name": [
+ "NONE",
+ "any string"
+ ],
+ "hotel-bookday": [
+ "NONE",
+ "monday",
+ "tuesday",
+ "wednesday",
+ "thursday",
+ "friday",
+ "saturday",
+ "sunday"
+ ],
+ "hotel-bookpeople": [
+ "NONE",
+ "any int"
+ ],
+ "hotel-bookstay": [
+ "NONE",
+ "any int"
+ ],
+ "hotel-area": [
+ "NONE",
+ "centre",
+ "south",
+ "west",
+ "east",
+ "north",
+ "dontcare"
+ ]
+ }
+ },
+ {
+ "Service Type": "taxi",
+ "Actions": [
+ "NONE",
+ "find_taxi"
+ ],
+ "Preferences": {
+ "taxi-arriveby": [
+ "NONE",
+ "any time"
+ ],
+ "taxi-departure": [
+ "NONE",
+ "any string"
+ ],
+ "taxi-destination": [
+ "NONE",
+ "any string"
+ ],
+ "taxi-leaveat": [
+ "NONE",
+ "any time"
+ ]
+
+ }
+ },
+ {
+ "Service Type": "train",
+ "Actions": [
+ "NONE",
+ "find_train",
+ "book_train"
+ ],
+ "Preferences": {
+ "train-day": [
+ "NONE",
+ "monday",
+ "tuesday",
+ "wednesday",
+ "thursday",
+ "friday",
+ "saturday",
+ "sunday"
+ ],
+ "train-departure": [
+ "NONE",
+ "any string"
+ ],
+ "train-leaveat": [
+ "NONE",
+ "any time"
+ ],
+ "train-destination": [
+ "NONE",
+ "any string"
+ ],
+ "train-bookpeople": [
+ "NONE",
+ "any int"
+ ],
+ "train-arriveby": [
+ "NONE",
+ "any time"
+ ]
+
+ }
+ },
+ {
+ "Service Type": "attraction",
+ "Actions": [
+ "find_attraction",
+ "NONE"
+ ],
+ "Preferences": {
+ "attraction-area": [
+ "NONE",
+ "centre",
+ "south",
+ "west",
+ "east",
+ "north",
+ "dontcare"
+ ],
+ "attraction-type": [
+ "NONE",
+ "nightclub",
+ "museum",
+ "college",
+ "multiple sports",
+ "college",
+ "entertainment",
+ "park",
+ "swimmingpool",
+ "boat",
+ "theatre",
+ "architecture",
+ "cinema",
+ "concerthall",
+ "dontcare"
+
+ ],
+ "attraction-name": [
+ "NONE",
+ "any string"
+ ]
+
+ }
+ }
+ ]
+ }
+
+]
\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/manual_annotation_3_F.json b/data/own_data/domain_knowledge/manual_annotation_3_F.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8c45a20e0b3f4d5830c1b28d73372cc1722e716
--- /dev/null
+++ b/data/own_data/domain_knowledge/manual_annotation_3_F.json
@@ -0,0 +1,79 @@
+[
+ {
+ "Services Involved": [
+ "hotel",
+ "train"
+ ],
+ "Service Details": [
+ {
+ "Service Type": "hotel",
+ "Actions": [
+ "book_hotel",
+ "find_hotel"
+ ],
+ "Preferences": {
+ "hotel-internet": [
+ "NONE"
+ ],
+ "hotel-parking": [
+ "yes"
+ ],
+ "hotel-pricerange": [
+ "moderate"
+ ],
+ "hotel-stars": [
+ "NONE"
+ ],
+ "hotel-type": [
+ "hotel",
+ "guesthouse"
+ ],
+ "hotel-name": [
+ "A & B Guest House"
+ ],
+ "hotel-bookday": [
+ "sunday"
+ ],
+ "hotel-bookpeople": [
+ "4"
+ ],
+ "hotel-bookstay": [
+ "1"
+ ],
+ "hotel-area": [
+ "east"
+ ]
+ }
+ },
+ {
+ "Service Type": "train",
+ "Actions": [
+ "find_train",
+ "book_train"
+ ],
+ "Preferences": {
+ "train-day": [
+ "sunday"
+ ],
+ "train-departure": [
+ "Cambridge"
+ ],
+ "train-leaveat": [
+ "13:45"
+ ],
+ "train-destination": [
+ "Norwich"
+ ],
+ "train-bookpeople": [
+ "4"
+ ],
+ "train-arriveby": [
+ "15:45"
+ ]
+
+ }
+ }
+ ]
+ }
+
+]
\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/manual_annotation_4_F.json b/data/own_data/domain_knowledge/manual_annotation_4_F.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3557b3d67ba067680720f5964e94ebb14100226
--- /dev/null
+++ b/data/own_data/domain_knowledge/manual_annotation_4_F.json
@@ -0,0 +1,106 @@
+[
+ {
+ "Services Involved": [
+ "hotel",
+ "restaurant",
+ "taxi"
+ ],
+ "Service Details": [
+ {
+ "Service Type": "restaurant",
+ "Actions": [
+ "find_restaurant",
+ "book_restaurant"
+ ],
+ "Preferences": {
+ "restaurant-food": [
+ "British"
+
+ ],
+ "restaurant-bookday": [
+ "saturday"
+ ],
+ "restaurant-bookpeople": [
+ "3"
+ ],
+ "restaurant-booktime": [
+ "16:30"
+ ],
+ "restaurant-area": [
+ "dontcare"
+
+ ],
+ "restaurant-pricerange": [
+ "expensive"
+
+ ],
+ "restaurant-name": [
+ "Midsummer House Restaurant"
+ ]
+ }
+ },
+ {
+ "Service Type": "hotel",
+ "Actions": [
+ "book_hotel",
+ "find_hotel"
+ ],
+ "Preferences": {
+ "hotel-internet": [
+ "NONE"
+ ],
+ "hotel-parking": [
+ "NONE"
+ ],
+ "hotel-pricerange": [
+ "expensive"
+ ],
+ "hotel-stars": [
+ "NONE"
+ ],
+ "hotel-type": [
+ "hotel"
+ ],
+ "hotel-name": [
+ "University Arms Hotel"
+ ],
+ "hotel-bookday": [
+ "saturday"
+ ],
+ "hotel-bookpeople": [
+ "1"
+ ],
+ "hotel-bookstay": [
+ "1"
+ ],
+ "hotel-area": [
+ "centre"
+ ]
+ }
+ },
+ {
+ "Service Type": "taxi",
+ "Actions": [
+ "find_taxi"
+ ],
+ "Preferences": {
+ "taxi-arriveby": [
+ "17:00"
+ ],
+ "taxi-departure": [
+ "University Arms Hotel"
+ ],
+ "taxi-destination": [
+ "Midsummer House Restaurant"
+ ],
+ "taxi-leaveat": [
+ "16:30"
+ ]
+
+ }
+ }
+
+ ]
+ }
+
+]
\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/manual_annotation_5_F.json b/data/own_data/domain_knowledge/manual_annotation_5_F.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb9389ccaf30597d82b80b1f0a14232cf535b81c
--- /dev/null
+++ b/data/own_data/domain_knowledge/manual_annotation_5_F.json
@@ -0,0 +1,31 @@
+[
+ {
+ "Services Involved": [
+ "taxi"
+ ],
+ "Service Details": [
+ {
+ "Service Type": "taxi",
+ "Actions": [
+ "find_taxi"
+ ],
+ "Preferences": {
+ "taxi-arriveby": [
+ "NONE"
+ ],
+ "taxi-departure": [
+ "Gourmet Burger Kitchen"
+ ],
+ "taxi-destination": [
+ "Corpus Christi"
+ ],
+ "taxi-leaveat": [
+ "08:45 AM"
+ ]
+
+ }
+ }
+ ]
+ }
+
+]
\ No newline at end of file