Task: Sequential_Recommendation

system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user 
Instruction: Rank items in listed options based on the user's purchase history to determine the item that the user is most likely to purchase next. Output the item with the highest likelihood of being the next purchase.

Input:
Purchase History:
1st: Kirby Ribbed Vacuum Cleaner Belt, Fits: all Kirby upright vacuum cleaners 1960 to present, Kirby Number on belt 301291, 6 belts in pack. Home &...
2nd: Gel Memory Foam Mattress Topper Twin Extra Long, Plush 2 Inch Thick, Premium Gel Infused Twin XL Memory Foam Mattress/Bed Topper/Pad for a Cool, and...
3rd: Dublin Crystal Bedside Night Carafe With Tumbler Glass. Home & Kitchen. Kitchen & Dining. Godinger.
4th: Mrs. Meyer's Clean Day Soy Candle - Geranium - 7.2 oz - 2 pk. Home & Kitchen. Home Dcor. Mrs. Meyer's Clean Day.
5th: Amlong Crystal Crystal Pyramid 3" with Gift Box. Home & Kitchen. Home Dcor. Amlong Crystal.
6th: Waxations Unscented Tealight Candles (Set of 125), White. Home & Kitchen. Home Dcor. Waxations.

Options:
A: Samsung DVD+RW Optical Drive SH-S223L/BEBS. Electronics. Computers & Accessories. Samsung.
B: Black And White Lion Head Portrait Wall Art Painting Pictures Print On Canvas Animal The Picture For Home Modern Decoration. Home & Kitchen. Wall Art...
C: Hallmark 1 X Cookie Cutter Christmas 3rd In Series - 2014 Keepsake Ornament. Home & Kitchen. Kitchen & Dining. Hallmark.
D: Canon 550 EX Flash for G6, G5, G3, G2, G1, Pro1, Pro90 & all EOS SLR Cameras. Electronics. Camera & Photo. Canon.
E: Stonebriar Long Burning Tealight Candles,  6 to 7 Hour Extended Burn Time, Bulk 200-Pack. Home & Kitchen. Home Dcor. Stonebriar.
F: Ceramic Marble Coated Non Stick Cast Aluminium Fry Pan with Lid, 26 cm (10 inches). Home & Kitchen. Kitchen & Dining. Marble Ware.
G: Miele 4854915 HEPA AirClean 30 (HA 30) - for S2000, S300-S700, S2000, C1 canisters and S7000 uprights. Home & Kitchen. Vacuums & Floor Care. Miele.
H: Dell 65 Watt AC Adapter for Dell. Electronics. Computers & Accessories. Dell.
I: Western Digital 160 GB Caviar Blue SATA 7200 RPM 8 MB Cache Bulk/OEM Desktop Hard Drive WD1600AAJS. Electronics. Computers & Accessories. Western Digital.
J: SPARIN Galaxy Tab A 10.1 Screen Protector, SM-T580 Model, 0.3mm Tempered Glass, Bubble-Free, Screen Protector for Samsung Galaxy Tab A 10.1, Clear. Electronics. Computers &...
K: HP K2500 Wireless Keyboard US - E5E77AA#ABA. Electronics. Computers & Accessories. HP.
L: Starbucks Stainless Steel Clip Tumbler - Orange, 16 Fl Oz. Home & Kitchen. Kitchen & Dining. Starbucks.
M: Resuable Microwaveable Plastic Food Bowl and Plate Covers or Couvetures 3 Count. Home & Kitchen. Kitchen & Dining. StorIt.
N: COKE Victorian Red Dress Tin Sign 12.5"W X 16"H , 13x16. Home & Kitchen. Home Dcor. Poster Discount.
O: Pinnacle Remote Kit for Windows Media Center On Vista. Electronics. Computers & Accessories. Pinnacle.
P: Rhino Fishing Zebco ZR33 Spincast Combo, 6'. Sports & Outdoors. Sports & Fitness. Rhino Fishing.
Q: Simple Home Creations Nonstick Silicone & Fiberglass Baking Mat Half Pan 30cm X 40cm White & Yellow. Home & Kitchen. Kitchen & Dining. Simple Home...
R: Totally Bamboo Butler's Serving Tray with Handles, 23" x 15" x 5". Home & Kitchen. Kitchen & Dining. Totally Bamboo.
S: Thule Gauntlet 3.0 13" MacBook Pro Retina Attaché. Electronics. Computers & Accessories. Thule.
T: Funny Can Coolie Brown Paper Bag Gag Gift Coolies 2 Pack Can Drink Coolers Multi. Home & Kitchen. Home Dcor. ThisWear.


assistant
Answer: E