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: Buyer: Hello, is this house still for sale?
Seller: Yes, it is still available for leasing. Would you like to come take a tour?
Buyer: I would love to.  Can you tell me a little about it?
Seller: It is a 3 Bedroom 1 bath home. In great neighborhood. It's professionally maintained. It is a must see house. 
Buyer: What are you asking for the house?
Seller: Rent is $1595 a month. Utilities are not included.
Buyer: Are you able to go any lower?  The comps around the neighboorhood are cheaper than this price.
Seller: We can offer you a discount of $100/mo if you can sign 1 year lease, providing that your application is approved.
Buyer: Would you be willing to accept 1395 if I signed a 2 year lease?
Seller: Sorry, right now we can only offer the $100 discount. Remember we do the maintenance, including landscapes. That alone adds value to your lease.
Buyer: Ok, well I think 1395 is a fair deal if you will be able to pay for half the utilities.  That is my last offer, take it or leave it.
Buyer: 
Seller: 


SOLUTION: housing

PROBLEM: Buyer: when did you purchase this
Seller: I have only had the phone for about 5 months. Still in flawless shaped. No screen cracks, no wear on the phone. Been in a case the entire time I have owned it.
Buyer: ok..thinking this is good how about a discount on it of 25%
Seller: If you come pick up the phone today, cash in hand, I will do 250. That is as low as I can go on it.
Buyer: i could come up to 235  i think that fair  and i will pick it up,,cash
Seller: Nah, I gave over 300 for it 5 months ago. I need to get 250 from it, that is literally my bottom dollar.
Buyer: 240..i have to spend money for gas to pick it up
Seller: Ok, just to get it done, thats a deal.
Seller: 
Buyer: 


SOLUTION: phone

PROBLEM: Buyer: Hi, i see this is a Sony brand.  Will it work with other tv brands?
Seller: Hi,interested?
Buyer: I asked if it will work with other tv brands
Seller: Yes, sorry I was unable to reply until now.. I do think it compatible.
Buyer: What is the least you will accept for it?
Seller: it is already a steal at $8, but would take 6.
Buyer: Yeah, that is a good price but that model is a couple years old already.  Would you accept 5?
Seller: I already said 6 was the lowest, that really is a godo deal.
Buyer: If you accept 5.50 I will pick it up in an hour
Seller: sorry meant to say good deal, you drive a hard bargain, but since I want to sell it quickly you are in luck.
Seller: 
Buyer: good.  Thanks!
Buyer: 


SOLUTION:
electronics