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[context] {'train-destination': 'stevenage', 'train-day': 'friday', 'train-arriveby': '10:00', 'train-departure': 'cambridge'} [utterance_sys] tr5497 leaves at 07:21 and arrives at 08:10 . would you like to purchase a ticket ? [utterance_usr] no thank you . i do need to find a museum to visit though .

[belief_state] {'attraction-type': 'museum'}

[context] {'train-destination': 'broxbourne', 'train-departure': 'cambridge'} [utterance_sys] what day will you be traveling ? [utterance_usr] i want to travel on friday , please .

[belief_state] {'train-day': 'friday'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'guest house', 'train-day': 'friday'} [utterance_sys] i will need a bit more information . where will you be departing from and what is your destination ? [utterance_usr] the train departs from king s lynn on friday at 12:30 and goes to cambridge .

[belief_state] {'train-leaveat': '12:30', 'train-destination': 'cambridge', 'train-departure': 'kings lynn'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-name': 'lovell lodge', 'hotel-parking': 'yes', 'hotel-stars': '2', 'hotel-internet': 'yes', 'train-book people': '7', 'train-leaveat': '15:30', 'train-destination': 'cambridge', 'train-day': 'wednesday', 'train-departure': 'stansted airport'} [utterance_sys] booking was successful . reference number is : sy83o0so . [utterance_usr] that is all i need , thank you !

[belief_state] {}

[context] {'train-book people': '3', 'train-leaveat': '21:15', 'train-destination': 'leicester', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 90.72 gbp payable at the station . your reference number is dkv6x3z3 [utterance_usr] wonderful . can you tell me if a and b guest house is still around ?

[belief_state] {'hotel-name': 'a and b guest house'}

[context] {'taxi-leaveat': '06:45', 'taxi-destination': 'bridge guest house', 'taxi-departure': 'nandos', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'nandos', 'restaurant-area': 'south', 'hotel-name': 'bridge guest house', 'hotel-area': 'south', 'hotel-type': 'guest house', 'train-destination': 'birmingham new street'} [utterance_sys] alright ive booked you a red volkswagen from nanfos to the bridge guest house that leaves at 06:45 . their contact number is 07562063340 . anything else i can do to help ? [utterance_usr] thanks that s all i need .

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am looking for a place to go in the centre .

[belief_state] {'attraction-area': 'centre'}

[context] {'train-book people': '7', 'train-leaveat': '13:00', 'train-destination': 'london kings cross', 'train-day': 'saturday', 'train-departure': 'cambridge'} [utterance_sys] it has been booked and your reference number is: b02eelpu . is there anything else i can do for you ? [utterance_usr] no , that is all . thank you for the help .

[belief_state] {}

[context] {'train-destination': 'bishops stortford', 'train-day': 'monday', 'train-arriveby': '15:15', 'train-departure': 'cambridge'} [utterance_sys] there is 1 leaves at 13:29 , arriving at 14:07 . would you like a reservation on that ? [utterance_usr] yes , i need the train id , please .

[belief_state] {}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '1', 'restaurant-book time': '11:30', 'restaurant-food': 'british', 'restaurant-name': 'the oak bistro', 'restaurant-area': 'centre'} [utterance_sys] yes i can . what type of place to stay would you like ? what area of town ? [utterance_usr] i am looking for a place that has 3 stars and free parking .

[belief_state] {'hotel-parking': 'yes', 'hotel-stars': '3'}

[context] {'hotel-area': 'east', 'hotel-internet': 'yes'} [utterance_sys] yes i have a few in the east that have internet , would you like me to get the information on a few for you ? [utterance_usr] yes , i would also like for it to be a guest house style and in the area of east , thank you

[belief_state] {'hotel-type': 'guest house'}

[context] {'attraction-type': 'entertainment', 'attraction-area': 'east'} [utterance_sys] ok , cherry hinton hall and grounds is in the east side of town . would you like the address ? [utterance_usr] yes , and the postcode please !

[belief_state] {}

[context] {'hotel-book day': 'friday', 'hotel-book people': '3', 'hotel-book stay': '3', 'hotel-name': 'leverton house', 'attraction-area': 'centre'} [utterance_sys] there are many attractions in the centre of town . could you be more specific about what you are looking for ? [utterance_usr] i would like to visit a museum if possible .

[belief_state] {'attraction-type': 'museum'}

[context] {} [utterance_sys] where will you be traveling to ? [utterance_usr] i will be traveling to london .

[belief_state] {}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'expensive', 'restaurant-area': 'dontcare'} [utterance_sys] an expensive italian restaurant is found in the center of town , caffe uno . the address is 32 bridge street city centre . the phone number is 01223448620 . [utterance_usr] thank you , goodbye

[belief_state] {}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'centre'} [utterance_sys] there are 5 nightclubs in the centre . is there another way i can narrow it down ? [utterance_usr] please recommend 1 that sounds interesting , and give me the entrance fee , address , and postcode .

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am looking for a high end asian restaurant

[belief_state] {'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'expensive'}

[context] {} [utterance_sys] [utterance_usr] could you help me find a restaurant in the cambridge area called la margherita ?

[belief_state] {'restaurant-name': 'la margherita'}

[context] {'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'hotel-type': 'hotel'} [utterance_sys] it is in the expensive price range . [utterance_usr] i am also looking for a place to go in the centre

[belief_state] {'attraction-area': 'centre'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '5', 'restaurant-book time': '18:00', 'restaurant-food': 'turkish', 'restaurant-pricerange': 'moderate', 'train-book people': '5', 'train-leaveat': '15:00', 'train-destination': 'birmingham new street', 'train-day': 'sunday', 'train-arriveby': '17:45', 'train-departure': 'cambridge'} [utterance_sys] booking was successful , the total fee is 300.39 gbp payable at the station . [utterance_usr] great , thank you . is there a confirmation number ?

[belief_state] {}

[context] {'hotel-book day': 'monday', 'hotel-book people': '7', 'hotel-book stay': '4', 'hotel-name': 'city centre north bed and breakfast', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-arriveby': '09:00', 'train-departure': 'ely'} [utterance_sys] i'll get right on that . can i know how many tickets you would like to purchase ? [utterance_usr] i would like 2 tickets please .

[belief_state] {'train-book people': '2'}

[context] {'taxi-leaveat': '21:45', 'taxi-destination': 'jesus college', 'taxi-departure': '4455 woodbridge road'} [utterance_sys] what is the name of the hotel you are coming from ? [utterance_usr] i am coming from thanh binh .

[belief_state] {'taxi-departure': 'thanh binh'}

[context] {'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-area': 'centre', 'train-book people': '1', 'train-destination': 'bishops stortford', 'train-day': 'monday', 'train-arriveby': '15:15', 'train-departure': 'cambridge'} [utterance_sys] sure , what time are you looking for a reservation at ? [utterance_usr] it'll be for 10:45 .

[belief_state] {'restaurant-book time': '10:45', 'restaurant-name': 'pizza hut city centre'}

[context] {'restaurant-food': 'chinese', 'restaurant-pricerange': 'expensive'} [utterance_sys] are you looking to dine in a particular area ? [utterance_usr] i am looking for a restaurant in the centre of town , please .

[belief_state] {'restaurant-area': 'centre'}

[context] {'restaurant-food': 'jamaican', 'restaurant-pricerange': 'moderate', 'hotel-book day': 'wednesday', 'hotel-book people': '1', 'hotel-book stay': '4', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes'} [utterance_sys] sorry , i could not find any restaurant -s that fit that criteria . [utterance_usr] is there 1 in the centre of town maybe ?

[belief_state] {'restaurant-area': 'centre'}

[context] {'restaurant-book day': 'saturday', 'restaurant-book people': '4', 'restaurant-book time': '15:45', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'bedouin', 'restaurant-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-stars': '3', 'hotel-type': 'guest house'} [utterance_sys] there are 3 hotel -s that fit your criteria: the bridge guest house , hamilton lodge , and hobsons house . [utterance_usr] you choose your favorite . book me for the same group of people please for 3 nights starting on saturday .

[belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '4', 'hotel-book stay': '3'}

[context] {} [utterance_sys] [utterance_usr] hello , i need to book a roundtrip train ticket that will be going to cambridge and then leaving on friday .

[belief_state] {'train-destination': 'cambridge', 'train-day': 'friday'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '21:00', 'restaurant-food': 'chinese', 'restaurant-pricerange': 'dontcare', 'restaurant-name': 'jinling noodle bar', 'restaurant-area': 'centre', 'train-book people': '5', 'train-leaveat': '18:30', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'birmingham new street'} [utterance_sys] you are booked , the reference number is ka64onyz , is there anything else that i can assist with ? [utterance_usr] thank you for all your help .

[belief_state] {}

[context] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'south'} [utterance_sys] chiquito restaurant bar is an expensive restaurant on the south part of town . would you like the phone number ? [utterance_usr] is there anything else ?

[belief_state] {}

[context] {'attraction-type': 'concert hall', 'attraction-name': 'the man on the moon', 'attraction-area': 'centre', 'train-destination': 'birmingham new street'} [utterance_sys] where will you be leaving from ? [utterance_usr] i want to leave from cambridge after 21:15 on monday .

[belief_state] {'train-leaveat': '21:15', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'train-book people': '2', 'train-leaveat': '11:30', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'kings lynn'} [utterance_sys] booking was successful , the total fee is 19.6 gbp payable at the station . reference number is : vc9dzeg8 . is there anything else i can help with today ? [utterance_usr] yes , actually . can you tell me about city stop restaurant ?

[belief_state] {'restaurant-name': 'city stop restaurant'}

[context] {'train-book people': '5', 'train-leaveat': '09:29', 'train-destination': 'cambridge', 'train-day': 'friday', 'train-arriveby': '11:30', 'train-departure': 'bishops stortford'} [utterance_sys] ok , your booking is complete ! the total is 50.5 gbp and is payable at the station . your confirmation number is rgowfl51 [utterance_usr] great . i am also looking for suggestions on place -s to go in the centre of town . can you help me with that ?

[belief_state] {'attraction-area': 'centre'}

[context] {'hotel-area': 'centre', 'hotel-type': 'guest house'} [utterance_sys] i have 2 . the alexander bed and breakfast and the el shaddai . both are in the cheap price range . [utterance_usr] i need it to b moderate -ly priced and include free wifi .

[belief_state] {'hotel-pricerange': 'moderate', 'hotel-internet': 'yes'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '4', 'hotel-book stay': '4', 'hotel-name': 'acorn guest house', 'hotel-area': 'north', 'hotel-type': 'guest house'} [utterance_sys] i am sorry , there were no rooms available . would you like to find another hotel ? [utterance_usr] could you try another hotel in the same price range and , if you make a reservation , give me the reference number ?

[belief_state] {'hotel-pricerange': 'moderate', 'hotel-name': '[DELETE]'}

[context] {'restaurant-food': 'modern european', 'restaurant-area': 'south'} [utterance_sys] i found restaurant alimentum that fits your needs . would you like me to book that for you ? [utterance_usr] is it in the moderate price range ?

[belief_state] {'restaurant-pricerange': 'moderate'}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '3', 'restaurant-book time': '13:00', 'restaurant-food': 'modern european', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'river bar steakhouse and grill', 'attraction-type': 'boat', 'attraction-name': 'scudamores punting co', 'attraction-area': 'centre'} [utterance_sys] yes , they are located at granta place , mill lane , postcode cb21rs . you will have to call for an entrance fee , the phone number is 01223359750 . [utterance_usr] thanks , that s all i needed today . goodbye !

[belief_state] {}

[context] {'attraction-type': 'college', 'attraction-name': 'emmanuel college', 'attraction-area': 'centre'} [utterance_sys] of course ! emmanuel college is located on saint andrew s street , postcode cb23ap . may i assist you with anything else ? [utterance_usr] yes , i also need the postcode , area , and food type for a place called royal standard .

[belief_state] {'restaurant-name': 'royal standard'}

[context] {'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] the alexander bed and breakfast in the centre of town and the allenbell on the east side of town . which guest house would you like to book ? [utterance_usr] alexander is fine . i need to book for 8 people . we'll arrive wednesday and stay 5 nights . i'll also need the reference number , please .

[belief_state] {'hotel-book day': 'wednesday', 'hotel-book people': '8', 'hotel-book stay': '5'}

[context] {'hotel-area': 'east', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] there are 3 guest houses that meet that criteria , allenbell , autumn house , and leverton house . for which would you like the postcode ? [utterance_usr] may i have the postcode for the allenbell , please ?

[belief_state] {'hotel-name': 'allenbell'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '5', 'restaurant-book time': '13:45', 'restaurant-food': 'european', 'restaurant-name': 'eraina'} [utterance_sys] booking was successful . the table will be reserved for 15 minutes . reference number is : dj7mzl41 . is there anything else i can help you with today ? [utterance_usr] great . i'll also need to find a train out of cambridge . i need to leave sometime after 13:45 .

[belief_state] {'train-leaveat': '14:00', 'train-departure': 'cambridge'}

[context] {} [utterance_sys] [utterance_usr] i need to find a train that leaves after 13:00 on saturday

[belief_state] {'train-leaveat': '13:00', 'train-day': 'saturday'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '6', 'hotel-book stay': '4', 'hotel-name': 'rosas bed and breakfast', 'hotel-area': 'south', 'hotel-pricerange': 'dontcare', 'hotel-stars': '4', 'train-book people': '6', 'train-leaveat': '15:00', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-departure': 'london liverpool street'} [utterance_sys] then thanks for inquiring with us . [utterance_usr] goodbye , and thanks again .

[belief_state] {}

[context] {'train-destination': 'cambridge', 'train-arriveby': '17:00'} [utterance_sys] where will you be departing from ? [utterance_usr] i'll be traveling from peterborough .

[belief_state] {'train-departure': 'peterborough'}

[context] {'attraction-type': 'multiple sports', 'attraction-area': 'centre'} [utterance_sys] i am sorry , we do not have a multiple sports attraction in town centre . would you like something else ? [utterance_usr] sure , is there a college i could visit ? i would like it to be in the town s centre please .

[belief_state] {'attraction-type': 'college'}

[context] {'attraction-area': 'west', 'train-book people': '7', 'train-destination': 'norwich', 'train-day': 'sunday', 'train-arriveby': '17:15'} [utterance_sys] sure what type of attraction were you looking for ? [utterance_usr] i do not have a preference . you pick .

[belief_state] {}

[context] {'attraction-name': 'old schools', 'attraction-area': 'centre', 'train-book people': '6', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '12:15', 'train-departure': 'kings lynn'} [utterance_sys] it is free ! can i help you with anything else ? [utterance_usr] no , that is all for now .

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] hi ! can you give me some information on the royal spice restaurant ?

[belief_state] {'restaurant-name': 'royal spice'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '7', 'restaurant-book time': '17:00', 'restaurant-name': 'sesame restaurant and bar', 'hotel-parking': 'yes', 'hotel-internet': 'yes'} [utterance_sys] i have found 29 hotel -s that meet your criteria , what price range are you looking for ? [utterance_usr] do you have an expensive guest house ?

[belief_state] {'hotel-pricerange': 'expensive', 'hotel-type': 'guest house'}

[context] {'restaurant-food': 'british', 'restaurant-area': 'centre', 'hotel-book day': 'thursday', 'hotel-book stay': '2', 'hotel-name': 'express by holiday inn cambridge'} [utterance_sys] and will it be just you staying , or a group ? [utterance_usr] there will be 2 people total .

[belief_state] {'hotel-book people': '2'}

[context] {'hotel-book day': 'thursday', 'hotel-book people': '5', 'hotel-book stay': '1', 'hotel-area': 'north', 'hotel-parking': 'yes', 'hotel-type': 'hotel'} [utterance_sys] yes , i have booked you for 1 night at the ashley hotel . [utterance_usr] great . can i have the reference number please ?

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i want to know where i can go in the town centre of cambridge .

[belief_state] {}

[context] {'train-departure': 'cambridge'} [utterance_sys] certainly , where is your destination ? [utterance_usr] my destination is norwich .

[belief_state] {'train-destination': 'norwich'}

[context] {'train-book people': '8', 'train-destination': 'london liverpool street', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] your reference number is owvuy7zz . the total fee is 132.8 gbp payable at the station . do you need anything else ? [utterance_usr] thanks and yes , now that you asked , i really would like to check out some colleges in the centre

[belief_state] {'attraction-type': 'college', 'attraction-area': 'centre'}

[context] {'attraction-type': 'museum', 'attraction-area': 'centre'} [utterance_sys] which area was that again ? [utterance_usr] the centre please . could you tell me the phone number and food type ?

[belief_state] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'}

[context] {'restaurant-food': 'spanish|portuguese', 'restaurant-area': 'north'} [utterance_sys] there are no matching records found for that request . [utterance_usr] i would like to try indian food in the north part of town .

[belief_state] {'restaurant-food': 'indian'}

[context] {'hotel-area': 'dontcare', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '2'} [utterance_sys] it would seem there are no cheap 2 star hotel -s that offer free parking . would you maybe like to stay at a moderate -ly priced hotel ? [utterance_usr] how about in the expensive price range ?

[belief_state] {'hotel-pricerange': 'expensive'}

[context] {'train-book people': '4', 'train-leaveat': '13:00', 'train-destination': 'cambridge', 'train-day': 'saturday', 'train-departure': 'kings lynn'} [utterance_sys] you are reference number is biazmbuc . is there anything else i can help you with ? [utterance_usr] i am looking for an expensive restaurant in the centre city .

[belief_state] {'restaurant-pricerange': 'expensive', 'restaurant-area': 'centre'}

[context] {'attraction-area': 'centre'} [utterance_sys] i show 44 attractions in the centre of cambridge . was there a specific type of attraction you were looking for ? [utterance_usr] i do not really know . what do you suggest in the city center ?

[belief_state] {}

[context] {'attraction-type': 'park', 'attraction-area': 'centre'} [utterance_sys] i am sorry , we are not able to book tickets for attractions , but their postcode is cb21jf , and i can provide their address and phone if you like ? [utterance_usr] no . that is all i need . i would like help finding a train for saturday though . i need to leave after 15:45 .

[belief_state] {'train-leaveat': '15:45', 'train-destination': 'cambridge', 'train-day': 'saturday'}

[context] {'attraction-area': 'centre', 'train-leaveat': '08:00', 'train-destination': 'cambridge', 'train-day': 'monday', 'train-departure': 'ely'} [utterance_sys] there are 8 trains , tr2987 leaves at 9:35 if you would like that . [utterance_usr] that would be fine . what is the price ?

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am looking for information on the kings college attraction

[belief_state] {'attraction-name': 'kings college'}

[context] {'attraction-type': 'nightclub', 'attraction-area': 'centre'} [utterance_sys] i am sorry , i was mistaken . i have 5 options for nightclubs in the centre . i like club salsa , personally . [utterance_usr] could you please give me club salsa s address and postcode ?

[belief_state] {'attraction-name': 'club salsa'}

[context] {'restaurant-book day': 'monday', 'restaurant-book people': '2', 'restaurant-book time': '12:15', 'restaurant-food': 'mediterranean', 'train-destination': 'cambridge', 'train-departure': 'birmingham new street'} [utterance_sys] great , what day and time do you prefer ? [utterance_usr] monday and i'll need to arrive by 08:30 in cambridge .

[belief_state] {}

[context] {'hotel-book day': 'friday', 'hotel-book people': '5', 'hotel-book stay': '4', 'hotel-name': 'allenbell', 'attraction-type': 'dontcare', 'attraction-name': 'cambridge artworks', 'attraction-area': 'east'} [utterance_sys] the attraction is a museum and the number is 01223902168 . [utterance_usr] perfect , thanks . can you find me a taxi to commute between the 2 ? i would like to leave the hotel by 11:00 , please .

[belief_state] {'taxi-leaveat': '11:00', 'taxi-destination': 'cambridge artworks', 'taxi-departure': 'allenbell'}

[context] {} [utterance_sys] [utterance_usr] could you give me information about the museum of classical archaeology ?

[belief_state] {'attraction-name': 'museum of classical archaeology'}

[context] {} [utterance_sys] [utterance_usr] i am looking for a train please .

[belief_state] {}

[context] {'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] there are 4 place -s that would suit your needs . could i recommend , restaurant 17 ? it s very popular this time of year . [utterance_usr] sure , can you reserve a table for friday for me ?

[belief_state] {}

[context] {'hotel-parking': 'no', 'hotel-pricerange': 'expensive', 'hotel-internet': 'yes', 'hotel-type': 'hotel'} [utterance_sys] there are 5 all across the city that meet your needs . is there are certain part of town you would like to stay in ? [utterance_usr] downtown would be best .

[belief_state] {}

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] sure . there are actually 13 . the first 5 we have got is christ s college , corpus christi , downing college , emmanuel college and gonville and caius college . [utterance_usr] can i get the post code for christ s college ?

[belief_state] {'attraction-name': 'christ college'}

[context] {} [utterance_sys] [utterance_usr] i am looking for place -s to go in the centre of town .

[belief_state] {'attraction-area': 'centre'}

[context] {'hotel-book day': 'wednesday', 'hotel-book people': '5', 'hotel-book stay': '3', 'hotel-area': 'west', 'hotel-parking': 'yes', 'hotel-pricerange': 'dontcare', 'hotel-internet': 'yes'} [utterance_sys] your booking was successful . huntington marriott hotel , 3 days for 5 people . your reference number is: df32qq7o . is there anything else i can help you with today ? [utterance_usr] can yo find an indian restaurant in the moderate price range ?

[belief_state] {'restaurant-food': 'indian', 'restaurant-pricerange': 'moderate'}

[context] {'restaurant-food': 'european', 'restaurant-pricerange': 'expensive'} [utterance_sys] eraina has a really good menu . would you like me to book that for you ? [utterance_usr] yes , please for 1 person .

[belief_state] {'restaurant-book people': '1'}

[context] {'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] we have 21 . what sort of cuisine would you like ? [utterance_usr] i would like to eat chinese food , please .

[belief_state] {'restaurant-food': 'chinese'}

[context] {} [utterance_sys] [utterance_usr] hello , i am coming to cambridge soon to try some local restaurant -s , and i need a train . i need to leave on tuesday and arrive by 16:45 .

[belief_state] {'train-destination': 'cambridge', 'train-day': 'tuesday', 'train-arriveby': '16:45'}

[context] {'attraction-type': 'museum', 'attraction-area': 'dontcare', 'train-destination': 'london kings cross', 'train-day': 'sunday'} [utterance_sys] there are approx . 10 trains for that day and route . can you tell me if you have a time you want to leave after or arrive by ? [utterance_usr] the train should depart from cambridge and should leave after 13:00

[belief_state] {'train-leaveat': '13:00', 'train-departure': 'cambridge'}

[context] {'restaurant-food': 'french', 'restaurant-name': 'restaurant 2 two', 'restaurant-area': 'north', 'hotel-name': 'rosas bed and breakfast', 'hotel-type': 'guest house'} [utterance_sys] it is located at 53 roseford rd in the south area , rated 4 stars , they have internet and parking . the phone number is 01223512596 . [utterance_usr] thank you for that information . sounds like a good place .

[belief_state] {}

[context] {'hotel-name': 'alexander bed and breakfast', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-internet': 'yes', 'hotel-type': 'guest house', 'train-book people': '6', 'train-destination': 'kings lynn', 'train-day': 'sunday', 'train-arriveby': '20:45', 'train-departure': 'cambridge'} [utterance_sys] their number is 01223525725 . is there anything else i can assist you with ? [utterance_usr] no . thanks for your help .

[belief_state] {}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '6', 'restaurant-book time': '16:00', 'restaurant-food': 'italian', 'restaurant-pricerange': 'cheap', 'restaurant-name': 'zizzi cambridge', 'restaurant-area': 'centre'} [utterance_sys] ok , i was able to book for your party of 6 . your reference number is w0xp7tdx . is there anything else i can help with ? [utterance_usr] yes , i am also looking for a train from london kings cross to cambridge .

[belief_state] {'train-destination': 'cambridge', 'train-departure': 'london kings cross'}

[context] {'attraction-type': 'theatre', 'attraction-area': 'centre'} [utterance_sys] you can reach adc at 01223300085 . is there any other information i can get for you today ? [utterance_usr] what s the postcode ?

[belief_state] {'attraction-name': 'adc theatre'}

[context] {'restaurant-book day': 'friday', 'restaurant-book people': '3', 'restaurant-book time': '11:00', 'restaurant-food': 'british', 'restaurant-pricerange': 'moderate', 'restaurant-area': 'centre'} [utterance_sys] i was able to book restaurant 17 , reference number is xxz4d253 . [utterance_usr] sounds wonderful , thank you for your help . that is all i need . bye .

[belief_state] {'restaurant-name': 'restaurant 17'}

[context] {'attraction-area': 'west'} [utterance_sys] clare hall is a college in the west part of town . [utterance_usr] great . can you let me know the address and entrance fee ?

[belief_state] {}

[context] {'restaurant-food': 'gastropub', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'cow pizza kitchen and bar', 'restaurant-area': 'centre', 'hotel-name': 'acorn guest house', 'hotel-stars': '4', 'hotel-type': 'guest house'} [utterance_sys] there phone is 01223353888 , postcode cb41da and address 154 chesterton road . would you like me to book there for you ? [utterance_usr] yes that would be great . thank you .

[belief_state] {}

[context] {'restaurant-food': 'turkish', 'restaurant-area': 'centre', 'train-destination': 'leicester', 'train-day': 'tuesday', 'train-arriveby': '18:00', 'train-departure': 'cambridge'} [utterance_sys] tr0469 arrives by 17:06 , would you like me to book you passage ? [utterance_usr] not yet . what is the price and travel time ?

[belief_state] {}

[context] {'hotel-area': 'south', 'hotel-pricerange': 'expensive', 'hotel-internet': 'no'} [utterance_sys] i have the lensfield hotel in the south . it is rated 3 stars and offers both free parking and internet . may i book you a room ? [utterance_usr] not now but will come back laiter

[belief_state] {}

[context] {'hotel-name': 'university arms hotel', 'hotel-area': 'centre', 'hotel-parking': 'yes', 'hotel-pricerange': 'expensive', 'hotel-type': 'hotel', 'train-destination': 'stevenage', 'train-arriveby': '10:30', 'train-departure': 'cambridge'} [utterance_sys] what day would you like to leave ? [utterance_usr] i need to leave on a monday please .

[belief_state] {}

[context] {'attraction-area': 'centre'} [utterance_sys] castle galleries is a really nice museum . it is located at unit su43 , grande arcade , saint andrews street , postcode cb23bj . it is my personal favorite . [utterance_usr] that s all i need thanks .

[belief_state] {}

[context] {'restaurant-food': 'african'} [utterance_sys] there is an african restaurant in the centre area called bedouin . [utterance_usr] what are the address and postcode , please ?

[belief_state] {'restaurant-name': 'bedouin'}

[context] {'restaurant-book day': 'wednesday', 'restaurant-book people': '3', 'restaurant-book time': '18:15', 'restaurant-food': 'indian', 'restaurant-pricerange': 'expensive', 'restaurant-name': 'curry garden', 'restaurant-area': 'centre', 'hotel-area': 'centre', 'hotel-parking': 'dontcare', 'hotel-stars': '4'} [utterance_sys] there are 24 star choices in the centre . a cheap guest house as well as an expensive hotel . would you like to book 1 today ? [utterance_usr] i'll like a hotel with free internet

[belief_state] {'hotel-internet': 'yes'}

[context] {'attraction-type': 'entertainment', 'attraction-name': 'cherry hinton hall and grounds', 'attraction-area': 'dontcare', 'train-book people': '4', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '11:30', 'train-departure': 'stevenage'} [utterance_sys] booking was successful , the total fee is 51.2 gbp payable at the station . reference number is : xx5dnfks . [utterance_usr] great , that s all i need . you can end this conversation now . thanks !

[belief_state] {}

[context] {'restaurant-book day': 'thursday', 'restaurant-book people': '5', 'restaurant-book time': '18:45', 'restaurant-food': 'asian oriental', 'restaurant-pricerange': 'moderate', 'restaurant-name': 'yippee noodle bar', 'train-destination': 'cambridge', 'train-day': 'thursday', 'train-arriveby': '13:45', 'train-departure': 'stevenage'} [utterance_sys] any time . i was happy to help . [utterance_usr] you are doing a great job ! that s all i needed .

[belief_state] {}

[context] {} [utterance_sys] [utterance_usr] i am going on a trip to cambridge and i would like a train leaving wednesday around noon .

[belief_state] {'train-leaveat': '12:00', 'train-destination': 'cambridge', 'train-day': 'wednesday'}

[context] {'hotel-pricerange': 'moderate', 'hotel-stars': '4', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] yes , the sure do . anything else i can do for you ? [utterance_usr] yes , i am looking for an attraction called the place .

[belief_state] {'attraction-name': 'the place'}

[context] {'train-leaveat': '08:30', 'train-destination': 'cambridge'} [utterance_sys] sure , i can find that information for you . were will you be departing from ? [utterance_usr] i will departing from cambridge and arriving in stansted airport . i need to find a train for monday for 7 people to leave after 8:30 am .

[belief_state] {'train-book people': '7', 'train-destination': 'stansted airport', 'train-day': 'monday', 'train-departure': 'cambridge'}

[context] {'hotel-area': 'east', 'hotel-pricerange': 'dontcare', 'hotel-internet': 'yes', 'hotel-type': 'guest house'} [utterance_sys] i have 5 gueshouses . all located in the east . how many am i booking for and when ? [utterance_usr] any 1 would be fine can i get a room for 1 person for 2 nights starting tuesday ?

[belief_state] {'hotel-book day': 'tuesday', 'hotel-book people': '1', 'hotel-book stay': '2'}

[context] {'hotel-book day': 'tuesday', 'hotel-book people': '4', 'hotel-book stay': '2', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '4', 'hotel-type': 'hotel', 'train-leaveat': '16:45', 'train-destination': 'london kings cross', 'train-day': 'thursday', 'train-departure': 'cambridge'} [utterance_sys] the price is 23.60 pounds . is there anything else i can help you with ? [utterance_usr] no , you've been a great help , thanks for your time .

[belief_state] {}

[context] {'attraction-type': 'college', 'attraction-area': 'centre'} [utterance_sys] there are several , what would you like to know ? [utterance_usr] which 1 would you recommend for me to visit as a tourist ? i need the postcode , entrance fee and phone number for it .

[belief_state] {}

[context] {'restaurant-book day': 'tuesday', 'restaurant-book people': '7', 'restaurant-book time': '20:00', 'restaurant-food': 'spanish', 'restaurant-name': 'la tasca', 'hotel-book day': 'tuesday', 'hotel-book people': '7', 'hotel-book stay': '5', 'hotel-name': 'bridge guest house', 'hotel-parking': 'yes', 'hotel-pricerange': 'cheap', 'hotel-stars': '3', 'hotel-internet': 'yes'} [utterance_sys] ok , i have made a booking for you . reference number is : dwppyce4 . can i help with anything else today ? [utterance_usr] thank you . that is all that i need .

[belief_state] {}

[context] {'hotel-name': 'acorn guest house', 'hotel-parking': 'yes', 'hotel-pricerange': 'moderate', 'hotel-type': 'guest house'} [utterance_sys] the north park of town , would you like me to book it for you ? [utterance_usr] hm , i think i want to hold off on a booking . but i do need to book a place to eat . i think i'll just want north american food .

[belief_state] {'restaurant-food': 'north american'}

[context] {'hotel-area': 'north', 'hotel-internet': 'yes'} [utterance_sys] sure , do you prefer a guest house or a hotel ? [utterance_usr] i do not have a preference . i will need parking too .

[belief_state] {'hotel-parking': 'yes', 'hotel-type': 'dontcare'}

[context] {'hotel-name': 'gonville hotel'} [utterance_sys] the gonville hotel is an expensive 3 star hotel in the centre part of town . they have free wifi and free parking . should i book it ? [utterance_usr] yes , i am looking for a booking for 8 people starting saturday , please .

[belief_state] {'hotel-book day': 'saturday', 'hotel-book people': '8'}