JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


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: Analyze the query and product title to assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: class toys
Product: Amy&Benton 120PCS Carnival Prizes for Kids Birthday Party Favors Prizes Box Toy Assortment for Classroom

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) 'class toys' refers to educational or classroom-appropriate items, (2) carnival-themed toys are primarily for parties rather than classrooms, (3) bulk toy assortments may lack educational value, (4) the product’s description emphasizes 'carnival prizes' over classroom utility.
Customer Desire: Customer desires: (1) Order (need for prepared environments like classrooms), (2) Social contact (toys fostering peer interaction in class), (3) Saving (bulk items for group use), (4) Idealism (fair distribution among students).
Customer Intention: Customer intends: (1) Find toys suitable for classroom activities, (2) Ensure age-appropriate and safe toys, (3) Acquire sufficient quantity for a group, (4) Use toys as rewards or incentives in class.


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: pretend baby food for baby dolls
Product: Mommy & Me Baby Doll Feeding, Changing, and Accessories Set Including Potty, Magic Bottle, and 28 Doll Accessories, with Toy Bag

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) Pretend baby food is essential for realistic baby doll play. (2) The product includes feeding-related accessories like a magic bottle. (3) The magic bottle simulates feeding actions. (4) Pretend food enhances imaginative role-playing with dolls.
Customer Desire: Customer desires: (1) Social contact (Desire 13) - bonding through doll care. (2) Family (Desire 4) - nurturing a doll as a parental figure. (3) Curiosity (Desire 2) - exploring caregiving roles. (4) Order (Desire 8) - organizing play with structured accessories.
Customer Intention: Customer intends: (1) Purchase the set for role-playing feeding scenarios. (2) Use the magic bottle as a substitute for pretend food. (3) Utilize accessories to create a realistic caregiving experience. (4) Combine the set with other doll toys for expanded play.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: learn cursive handwriting workbook for kids
Product: Beginning Traditional Cursive Handwriting Workbook for Kids, Handwriting Practice for Cursive Alphabet and Numbers (Learning Spot)

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: 1) The product is specifically designed for kids. 2) The product focuses on cursive handwriting. 3) The product includes practice for both cursive alphabet and numbers. 4) The product follows a traditional method and is part of a structured learning series (e.g., 'Learning Spot').
Customer Desire: Customer desires: 1) Curiosity (Desire #2: to gain knowledge about cursive writing). 2) Family (Desire #4: to support their child’s education). 3) Order (Desire #8: a structured, conventional learning tool). 4) Social status (Desire #14: ensuring their child develops socially valued skills like handwriting).
Customer Intention: Customer intends: 1) To purchase a workbook that explicitly teaches cursive handwriting to kids. 2) To compare the product’s content with the query’s requirements. 3) To use the product as a primary learning tool. 4) To verify if the product includes both alphabet and number practice.


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: Analyze the query and product title to assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: boy black sweater vest
Product: Amazon Essentials Boys' Uniform Cotton V-Neck Sweater Vest Black, 4T

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) the product is intended for boys, (2) the product is black, (3) the product is a sweater vest, (4) the product is available in size 4T, (5) the product is part of a uniform collection.
Customer Desire: Customer desires: (1) Order (need for precise alignment with query specifications), (2) Tranquility (need to ensure the product meets expectations for security in purchase), (3) Social status (need for a product that aligns with social norms, e.g., uniform compliance), (4) Saving (need to avoid returns by selecting a correct product).
Customer Intention: Customer intends: (1) confirm the product matches the gender (boy), (2) verify the color (black), (3) ensure the product type (sweater vest), (4) validate the size (4T).


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: Analyze the query and product title to assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: adidas shorts for men
Product: Adidas Mens Utility Short Without Pockets M Royal-White

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) The product is an Adidas brand item (Belief). (2) The product is designed for men (Belief). (3) The product is a type of short (Belief). (4) The product lacks pockets, which may or may not align with their expectations (Belief).
Customer Desire: Customer desires: (1) Acceptance (to find a product that matches their query specifications) (Desire). (2) Order (to locate a product that aligns with their predefined criteria) (Desire). (3) Curiosity (to confirm if the product meets all functional requirements) (Desire). (4) Independence (to make a confident purchase decision without ambiguity) (Desire).
Customer Intention: Customer intends: (1) Verify if the product matches the brand 'Adidas' (Intention). (2) Confirm the product is categorized as 'shorts' (Intention). (3) Ensure the product is intended for men (Intention). (4) Check if the absence of pockets impacts relevance (Intention).


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: smart air conditioner
Product: Midea U Inverter Window Air Conditioner 12,000BTU, U-Shaped AC with Open Window Flexibility, Robust Installation,Extreme Quiet, 35% Energy Saving, Smart Control, Alexa, Remote, Bracket Included, White

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: 1) A 'smart air conditioner' should have remote/app-based control. 2) A 'smart' AC integrates with smart home systems (e.g., Alexa). 3) Energy efficiency is a critical feature of a smart AC. 4) Quiet operation is expected from a modern smart AC.
Customer Desire: Customer desires: 1) Power (control via smart devices). 2) Tranquility (convenience and security via automation). 3) Saving (energy efficiency to reduce costs). 4) Social status (owning advanced, modern technology).
Customer Intention: Customer intends: 1) Purchase an AC with smart control (app/Alexa). 2) Prioritize energy-saving features. 3) Ensure quiet operation for comfort. 4) Verify easy installation and compatibility with existing setups.


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: dog booties for hot pavement
Product: BINGPET Dog Shoes Waterproof Dog Boots, Paw Protectors with Reflective and Adjustable Straps, Anti-Slip for Indoor & Outdoor Wear

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: 1) Hot pavement can burn or harm a dog's paws. 2) Dog booties should provide heat protection. 3) Booties need to stay securely on the dog's paws during movement. 4) Reflective features enhance safety during low-light conditions.
Customer Desire: Customer desires: 1) Family (to protect their dog from harm). 2) Tranquility (to ensure the dog's safety and comfort). 3) Order (to find a reliable product that meets specifications). 4) Social status (to feel assured they are providing quality care for their pet).
Customer Intention: Customer intends: 1) Purchase booties explicitly designed for heat protection. 2) Ensure the product stays securely fastened. 3) Verify reflective features for visibility. 4) Confirm comfort and durability for outdoor use.


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.
Task: Multiclass_Product_Classification


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: 110cfm bathroom exhaust fan without light
Product: Hon&Guan 4" Home Ventilation Fan Garage Exhaust Fan Ceiling,Window and Wall Mount Fan with 4W LED Light for Kitchen Bathroom HVAC System

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) The product's CFM (cubic feet per minute) rating is critical for proper ventilation. (2) The product includes an LED light, which the query explicitly excludes. (3) The product’s 4-inch size might not meet the airflow requirements implied by 110 CFM. (4) The product’s multi-mount design (ceiling, window, wall) may not align with the customer’s specific bathroom installation needs.
Customer Desire: Customer desires: (1) Order (need for a product that strictly matches specifications). (2) Independence (need to avoid unnecessary features like a light). (3) Curiosity (need to confirm technical details like CFM). (4) Tranquility (need for a reliable, purpose-specific product).
Customer Intention: Customer intends: (1) Verify if the product’s CFM matches 110. (2) Check if the LED light can be disabled or removed. (3) Search for alternative products without lights. (4) Confirm installation compatibility for bathroom use.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: potted artificial plants
Product: Vickerman Everyday 4' Artificial Ficus Bush Potted in a Rattan Basket - Lifelike Home Office Decor - Faux Indoor Potted Bush

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: 1. Customer believes the product should be artificial (non-living) plants. 2. Customer believes the product should be potted (in a container). 3. Customer believes the product should resemble real plants for aesthetic purposes. 4. Customer believes the product is intended for home or office decor.
Customer Desire: 1. Customer desires Order (Reiss's #8) - a prepared, tidy environment. 2. Customer desires Tranquility (Reiss's #15) - a secure, low-maintenance decor solution. 3. Customer desires Idealism (Reiss's #6) - eco-friendliness (no water/soil required). 4. Customer desires Saving (Reiss's #12) - long-term cost/time savings on plant care.
Customer Intention: 1. Customer intends to purchase a lifelike artificial plant. 2. Customer intends to ensure the plant comes pre-potted. 3. Customer intends to verify size (4') matches spatial requirements. 4. Customer intends to confirm indoor suitability.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: magnetic fridge white board
Product: Magnetic Dry Erase Whiteboard and Calendar for Fridge: 2 Boards Included - 17x12" - 6 Fine Tip Markers, Large Eraser with Magnets, Monthly Whiteboard for Refrigerator Wall: Dry Erase Board Planner

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: 1. Customer believes the product is a magnetic whiteboard designed for fridge use. 2. Customer believes the product includes multiple boards (2 boards) and accessories (markers, eraser). 3. Customer believes the product has a calendar/planner feature. 4. Customer believes the product is large enough (17x12") for practical use on a refrigerator.
Customer Desire: 1. **Order** (Desire 8): Customer desires an organized, prepared environment for scheduling/planning. 2. **Saving** (Desire 12): Customer desires a product that includes multiple components (boards + accessories) to avoid separate purchases. 3. **Social Contact** (Desire 13): Customer may desire a shared family planning tool. 4. **Power** (Desire 10): Customer desires control over task management.
Customer Intention: 1. Customer intends to organize schedules/meals on a fridge-mounted board. 2. Customer intends to use it for family communication/coordination. 3. Customer intends to track long-term tasks via the monthly calendar. 4. Customer intends to save kitchen space with an all-in-one solution.


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.