Task: Sequential_Recommendation
Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Sunbeam FPSBCML900 Cupcake Maker, Pink. Home & Kitchen. Kitchen & Dining. Sunbeam.
2nd: NYKKOLA Silicone Baking Cups 12 Cupcake Muffin Liners Kids Bento Lunchbox Divider Accessories. Home & Kitchen. Kitchen & Dining. NYKKOLA.

Options:
A: Teagas Japanese Healthy Handmade Solid Wooden Tea Cup / Mug(150ML). Home & Kitchen. Kitchen & Dining.
B: Cybrtrayd Life of the Party B053 Baby Bear With Bottle Chocolate Candy Mold in Sealed Protective Poly Bag Imprinted with Copyrighted Cybrtrayd Molding Instructions. Home...
C: AMD Athlon 64 X2 Dual-Core 4200+ 2.2 GHz Processor with 89-Watt Power, Socket- AM2, ADA4200CUBOX. Electronics. Computers & Accessories. AMD.
D: Chicago Metallic Uptake Bake & Serve Cupcake Set 26725. Home & Kitchen. Kitchen & Dining. Chicago Metallic.
E: Limar Ultralight Bike Helmet. Sports & Outdoors. Outdoor Recreation.
F: Golf Buddy Voice 2 Wristband.  Golf Buddy.
G: Black & Decker BDH2000FL & PD1800EL Vacuum Replacement Cleaning Brush # 90552230-01. Home & Kitchen. Vacuums & Floor Care. Black & Decker.
H: Ivory Striped 4 PCs Sheet Set Queen Size By Rajlinen Top Quality Egyptian Cotton 600-Thread-Count. Home & Kitchen. Bedding. Rajlinen.
I: JustOneStyle New 045 White Skin Tights Compression Base Layer Running Sports Top Mens. Sports & Outdoors. Sports & Fitness. JustOneStyle.
J: Toastmaster 6203 Popcorn Popper. Home & Kitchen. Kitchen & Dining. Toastmaster.
K: LinenTablecloth 85-Inch Square Polyester Tablecloth White. Home & Kitchen. Kitchen & Dining. LinenTablecloth.
L: CleverMade CleverCrates 16 Liter Shopping Basket/Grocery Tote: Collapsible Storage Bin/Container, Kiwi Green. Home & Kitchen. Kitchen & Dining. CleverMade.
M: Honey-Can-Do HNG-01364 Swivel Hanger with Dress Notches and Clips, 3-Pack, White. Home & Kitchen. Storage & Organization. Honey-Can-Do.
N: Ringside Mexican-Style Junior Boxing Handwraps (Pink). Sports & Outdoors. Sports & Fitness. RINGSIDE.
O: Counter Assault Bear Deterrent with Holster, 8.1-Ounce. Sports & Outdoors. Outdoor Recreation. Counter Assault.
P: Curious Chef 3pc Nylon Knife Set - red. Home & Kitchen. Kitchen & Dining. Curious Chef.
Q: Plastic Cake Cream Pastry Cookie and Cupcake Decorating Set of 5. Home & Kitchen. Kitchen & Dining. Sorbus.
R: U.S. Robotics USR5637 56K USB Controller Dial-Up External Fax Modem with Voice. Electronics. Computers & Accessories. USRobotics.
S: Solid Signal Ka Hi/lo Ku Satellite Signal Meter SWM Meter (Satlooklite). Electronics. Accessories & Supplies. Solid Signal.
T: RICK HINDERER KNIVES MT St.Helens Bead. Sports & Outdoors. Sports & Fitness. RICK HINDERER KNIVES.
Answer: D