TASK DEFINITION: Given a text passage as input comprising of dialogue of negotiations between a seller and a buyer about the sale of an item, your task is to classify the item being sold into exactly one of these categories: 'housing', 'furniture', 'bike', 'phone', 'car', 'electronics'. The output should be the name of the category from the stated options and there should be exactly one category for the given text passage.
PROBLEM: Seller: Hello are you interested in this house?
Buyer: morning. I need a little more information please.  Are utilities included?  Is there cable/satellite tv, internet and wi-fi available? What kind of parking arrangements are there?  
Seller: Utilities are included, all of that is included.  It is street side parking as well as a garage attached to the house.
Buyer: what is the deposit required and term of lease?
Seller: 1 year lease and no deposit is 1950 a month
Buyer: Would you consider reduced rent for a longer term lease?
Seller: I will offer 1750 for 2 years.
Buyer: 


SOLUTION: housing

PROBLEM: Seller: Would you like to buy a Ballistic iPhone 5 Hard Case?
Buyer: Hi does this case come with a glass protection 
Seller: Yes, it has a built in screen protector. Just $5
Buyer: Will my phone break at all with this? And can you do $3
Seller: No, your phone will be safe with this. I think $4.25 is more than fair.
Buyer: I mean they don't make iPhone 5 anymore and I really like this particular phone and don't want it to break 
Seller: I can understand that. It's a very hard case, very durable. It's also shock-absorbent in case you drop it. This thing will definitely protect your phone, very little risk of breaking. $4.25
Buyer: Will it protect in water? 
Seller: Yes, it has a water resistant mesh that will even protect the speakers. It also has button  & port covers on the case. Want it?
Buyer: Yes I do want it but I honestly only have $3 and I think I'm doing you a favor by getting this off your hands
Seller: It is an older case, but there are still a lot of iPhone 5's out there. This case is in new condition as well. $3.00 is just too low. what about $4?
Buyer: Amazon actually has this same case for a $1 i was just instrested in your case because of the color
Seller: It is a lovely shade of blue. The lowest I can possibly go is $4. That's less than a sandwich around these parts.
Buyer: I'm asking you to kindly take $2 off...its just $2 i
Buyer: 
Seller: 


SOLUTION: phone

PROBLEM: Buyer: Hi, I'm interested in your phone. 
Seller: Hi! It's in great condition and is fully unlocked.
Buyer: The image is a little dark. Is it ivory or is it white? It says you have had it in the box since you bought it. Are there any scratches on the face though?
Seller: It's white. Nope, not a single scratch, it's just like new. It's been in the otterbox case for the entire time. I also just bought new headphones and wall charger for it.
Buyer: Is there also a screen protector on it?
Seller: There was, yes. I took the case and protector off while trying to sell the phone, since both of them kind of wore off over the years.
Buyer: Would you willing to part with it for $90?
Seller: If you pay for the shipping, it's all your for $90. What do you say?
Buyer: Deal
Buyer: 
Seller: 


SOLUTION:
phone