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: Hi there!  Are you interested in the apartment?
Buyer: I've been looking at it. Why did the last tennant leave?
Seller: The last tenant left because they bought a home of their own.  We are actually running a special today.  You can secure the apartment for the discounted price of $1800 if you sign the lease today.  Are you interested?
Buyer: I am interested, but that price is too much for my family. We have budgeted for $1000 monthy rent. We can pay our deposit today if that monthly price will work for you.
Seller: We cannot afford to rent for $1000.  What is the absolute highest rent you can afford?  If you cannot afford more, then we cannot rent to you.  
Buyer: We really like the home, and would hate to lose out on this offer. If you can include water and electric I can pay a total of $1500. The extra $500 will more than cover what we use, and would allow us to rework our budget to afford the higher rent.
Seller: I wish I could agree to that.  How about if I waive your security deposit and have you sign a 3-year lease.  This way you go into the rental with a bit of extra cash to allow you to reorganize your budget.  I can lower the rent to $1750 if you are willing to do this.  Water is included, but not electric at this price.  Deal?
Buyer: That is much appreciated. We can almost fit that into our budget. If you can take an extra $50 off, bringing the total to $1700 per month, we have a deal.
Buyer: 
Seller: Deal!  
Seller: 


SOLUTION: housing

PROBLEM: Buyer: Hi, how old is this piano?
Seller: It is about a year old. It's in great shape! 
Buyer: Is there any scratches on it? How often was it used?
Seller: There are no scratches. it was kept covered. It has only been used a few times.
Buyer: Was this used by an adult or a child?
Seller: It was supposed to be for a child but she decided to take up the saxaphone instead so it has been mostly stored away.
Buyer: I can do $275 for it. 
Seller: It comes with a lot of extras so I would like at least 300 for it.
Buyer: Okay would you deliver it for that price?
Seller: Yes, if you live close by, that would not be a problem.
Buyer: Okay, you got a deal
Seller: great!
Buyer: 
Seller: 
Seller: 
Buyer: 


SOLUTION: electronics

PROBLEM: Seller: Hello
Buyer: Good day to you I'll go over to you right now and give 180 cash right now for that phone
Seller: The price is quite a bit okay but you need to come up a bit because the phone is like new. I used it well and you will hardly notice any scratch or wear on the phone surface
Buyer: Yeah but its not rooted so its not worth that much. That's the issue. I have to get it rooted which costs at least 100 minimum which brings the value of the phone way down.
Seller: Okay can we leave the price for $200. This Samsung Galaxy S6 we are talking about and i also have 32g sd card in it already
Buyer: Okay give me everything
Buyer: 
Seller: Great. We have a deal then. Thanks for your business
Seller: 


SOLUTION:
phone