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, I would like to offer this item for sale at 2900.  It is listed for 3400 and it even comes with a free fence!
Buyer: It is very cute. How many bed rooms?
Seller: It has 2, but you can convert the office into 3 if you need to.
Buyer: How many baths?
Seller: It has 1 full bath in the master bedroom and 1/2 bath in the hallway.
Buyer: Ok. I have looked up comps in the area and I feel like a more fair price for this is 2000
Seller: That is a fair price, however, I am willing to allow pets, which no one has ever offered before, plus I will pay your closing costs.  How does 2795 sound?
Buyer: That really is far out of my reach. How about 2100
Seller: Is there any incentive I can offer to get the price to 2500?
Buyer: I have excellent credit and references and am willing to sign a 24 month lease. 
Seller: 2100 is a good price.  I agree
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: I'm interested in the Macbook Pro you advertised.
Seller: Hello. That is great. My asking price is $3,000. 
Buyer: Really?  I thought the $3000 was just in the software updates.  I understood the asking price was $550.
Seller: Yes, Sorry. My mistake. $550 is the price. 
Buyer: I'm glad we cleared that up!  From the ad, I am assuming that this Macbook is refurbished. Is that right?
Seller: Yes, That is correct. 
Buyer: Would you be willing to take $500?  I can pay in cash and pick up the computer today.
Seller: Yes, I can drop it to $500. That sounds great. 
Buyer: Awesome!  I will swing by today to pick it up.
Buyer: 
Seller: 


SOLUTION: electronics

PROBLEM: Seller: Great bike, excellent condition, yours for $300!
Buyer: Hi. I am interested in this bike. May I ask how tall it is?
Seller: The seat reaches roughly 35 inches high.
Buyer: Ok. I was thinking of getting a bike like this for my son.  How low would you go on the price?
Seller: If you can come pick it up today, I'd do $290. I think your son would love it!
Buyer: I think he would too. Could you go as low as $210? I am on a budget.
Seller: That's a little lower than I'd like to go. The bike has very few miles on it and is almost like new. Similar bikes sell for almost $400, I'm only asking $300 because I need the money. How about $285? That's fifteen dollars lower than I really wanted to go.
Buyer: I can come up to $275. 
Seller: How about we split the difference at $280 and your son can be riding this amazing bike within the hour!
Buyer: 
Seller: 


SOLUTION:
bike