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

Query: christmas beach shower curtain
Product: Jack Skellington Shower Curtain Set with Bathroom Rug Pack of 2 Nightmare Before Christmas Jack 100% Microfiber Polyester with 12 Hooks,72Inch

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 Christmas-themed (Jack Skellington/Nightmare Before Christmas). (2) The product does not explicitly mention a 'beach' design. (3) The product includes a shower curtain and bathroom rug. (4) The query specifies 'Christmas beach,' which implies a combination of holiday and coastal aesthetics.
Customer Desire: Customer desires: (1) **Honor** (Desire 5: Align with Christmas traditions via themed decor). (2) **Tranquility** (Desire 15: Create a festive, beach-like ambiance for relaxation). (3) **Curiosity** (Desire 2: Explore unique holiday-beach fusion designs). (4) **Order** (Desire 8: Maintain a cohesive seasonal bathroom theme).
Customer Intention: Customer intends: (1) Purchase a shower curtain that combines Christmas and beach themes. (2) Seek alternatives if the product lacks the beach element. (3) Compromise on one theme if functionality is prioritized. (4) Verify if the product’s design can symbolically represent a 'beach' aesthetic.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: tropical tank
Product: WFTBDREAM Women Cute Sleeveless Shirts Blouses Spaghetti Strap Fashion Cami Tank Top XL

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 'tropical tank' refers to a type of clothing suitable for tropical climates (Belief). Customer believes the product is a tank top due to the term 'tank' in the title (Belief). Customer believes 'tropical' implies lightweight, breathable fabric or tropical-themed design (Belief). Customer may also believe the query could ambiguously refer to an aquarium for tropical fish (Belief).
Customer Desire: Customer desires a tank top for hot weather (Desire: Tranquility). Customer desires fashionable clothing to enhance social appeal (Desire: Social Status). Customer desires clarity on whether the product aligns with tropical aesthetics/functionality (Desire: Curiosity). Customer desires functional independence in choosing appropriate attire (Desire: Independence).
Customer Intention: Customer intends to confirm if the product matches tropical climate needs (Intention). Customer intends to evaluate if the tank top’s design/fabric suits a 'tropical' context (Intention). Customer intends to compare the product with explicitly tropical-themed alternatives (Intention). Customer intends to resolve ambiguity between 'tank' as clothing versus aquarium (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: northface
Product: The North Face Men's Resolve Waterproof Jacket, Asphalt Grey/TNF Black, Medium

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 'northface' refers to the brand 'The North Face'. 2. Customer believes the product is a jacket from The North Face. 3. Customer believes the product is waterproof. 4. Customer believes the product is available in the specified color (Asphalt Grey/TNF Black) and size (Medium).
Customer Desire: 1. Customer desires a product from The North Face brand (Social Status). 2. Customer desires a functional jacket for outdoor activities (Physical Activity/Tranquility). 3. Customer desires a waterproof jacket for protection against weather (Tranquility). 4. Customer desires a product that matches their style preferences (Independence/Social Status).
Customer Intention: 1. Customer intends to confirm the product is from The North Face. 2. Customer intends to verify the jacket’s waterproof feature. 3. Customer intends to check the product’s color and size. 4. Customer intends to ensure the product aligns with their functional needs.


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: what color is your parachute
Product: What Color Is Your Parachute? for Retirement, Second Edition: Planning a Prosperous, Healthy, and Happy Future (What Color Is Your Parachute? for Retirement: Planning Now for the)

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. 'What Color Is Your Parachute?' is a career guidance book. 2. The product title matches the query exactly. 3. The product might provide career-related advice. 4. The retirement edition is a variation of the original book.
Customer Desire: Customer desires: 1. Curiosity (to gain knowledge about career planning). 2. Independence (to make informed career decisions). 3. Order (to plan their professional future). 4. Social status (to improve career prospects).
Customer Intention: Customer intends: 1. To find the original career-focused version of the book. 2. To explore retirement planning as a related topic. 3. To confirm if the product aligns with their career needs. 4. To seek alternative resources if the product is retirement-specific.


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

Query: black queen dress for women
Product: VANCOL Women's Sexy Deep V-Neck Halter Backless Slit Mini Party Club Dress (L, Black)

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 should be a black dress for women, (2) the term 'queen dress' implies a regal, elegant, or formal design, (3) the dress is intended for a special occasion (e.g., party, event), (4) the product title includes keywords like 'black' and 'women's dress' but lacks explicit 'queen' styling cues.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to wear a dress that conveys elegance and sophistication, (2) Acceptance (Desire 1) - to be appreciated for their appearance, (3) Idealism (Desire 6) - to align with a specific aesthetic (queen-like), (4) Romance (Desire 11) - to attract attention in social settings.
Customer Intention: Customer intends: (1) Purchase a black dress matching the query’s color and gender specifications, (2) Ensure the dress aligns with a 'queen-like' aesthetic (e.g., regal, formal), (3) Use the dress for a special event requiring elegance, (4) Verify the product’s design details (e.g., neckline, length) match expectations.


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

Query: 480 corn light
Product: Lawind IP64 Waterproof LED Corn Light Bulb,Corn Bulb 5000K for High Bay Factory Warehouse Station Workshop Backyard Parking Lot Stadium Track Retrofit Indoor Outdoor,AC100-277V Input (E26, 25W)

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 they need a corn light bulb labeled '480' (potentially referring to wattage, model, or application). 2. Customer believes the product must be suitable for industrial or high-bay settings (e.g., factory, warehouse). 3. Customer believes waterproofing (IP64) is necessary for outdoor/durable use. 4. Customer believes the bulb must have an E26 base for compatibility.
Customer Desire: 1. **Order** (Desire): The customer desires a product that strictly matches the '480' specification (e.g., wattage, model) to ensure compatibility. 2. **Power** (Desire): The customer wants sufficient brightness/control (implied by high-wattage expectations). 3. **Tranquility** (Desire): The customer seeks a secure, durable product (IP64) for reliable performance. 4. **Curiosity** (Desire): The customer aims to confirm technical details (e.g., input voltage, application) to meet their needs.
Customer Intention: 1. Customer intends to verify if the product’s wattage (25W) aligns with the '480' query. 2. Customer intends to check if the product’s design (corn bulb) and base (E26) match their setup. 3. Customer intends to validate the product’s suitability for high-bay/industrial use. 4. Customer intends to ensure the IP64 rating meets their durability requirements.


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

Query: usb c to usb
Product: QGeeM USB C to HDMI Adapter 4K Cable, USB Type-C to HDMI Adapter [Thunderbolt 3 Compatible] Compatible with MacBook Pro 2018/2017, Samsung Galaxy S9/S8, Surface Book 2, Dell XPS 13/15, Pixelbook More

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 USB-C to USB adapter. 2. Customer believes the product supports USB-C to standard USB (Type-A) conversion. 3. Customer believes the product enables data transfer or charging between USB-C and USB devices. 4. Customer believes the product is compatible with their USB-C device.
Customer Desire: 1. Customer desires a functional USB-C to USB adapter (Order - need for a prepared solution). 2. Customer desires compatibility with their devices (Tranquility - need for security in functionality). 3. Customer desires a reliable product to avoid purchasing errors (Independence - need for self-reliant decisions). 4. Customer desires clarity on the product’s specifications (Curiosity - need to confirm knowledge).
Customer Intention: 1. Customer intends to purchase a USB-C to USB adapter. 2. Customer intends to verify if the product matches their query. 3. Customer intends to compare the product with alternatives. 4. Customer intends to use the product as a substitute if it partially fulfills their needs.


assistant

Answer: D: The product is irrelevant to the query.
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: hand cream for dry hands
Product: Neutrogena Norwegian Formula Moisturizing Hand Cream Formulated with Glycerin for Dry, Rough Hands, Fragrance-Free Intensive Hand Lotion, 2 oz (Pack of 6)

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 formulated for dry hands; (2) the product contains glycerin, a moisturizing ingredient; (3) the product is fragrance-free, which may suit sensitive skin; (4) the product comes in a pack of 6, indicating bulk availability.
Customer Desire: Customer desires: (1) Tranquility (need for protection from dryness and discomfort); (2) Physical activity (need to maintain hand health for daily tasks); (3) Order (preference for a product that meets explicit requirements); (4) Independence (self-reliance in addressing dry hands).
Customer Intention: Customer intends: (1) Confirm the product’s suitability for dry hands; (2) Verify the presence of moisturizing ingredients like glycerin; (3) Ensure the product is fragrance-free; (4) Assess value from the pack size.


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: treadmills for home 300 lbs weight capacity
Product: XTERRA Fitness TR300 Folding Treadmill

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 treadmill designed for home use. 2. Customer believes the product must support a weight capacity of 300 lbs. 3. Customer believes the product’s durability is critical for safety. 4. Customer believes the product’s folding feature ensures space efficiency.
Customer Desire: 1. Customer desires a treadmill for physical activity (Desire 9: Physical activity). 2. Customer desires a product that ensures safety and stability (Desire 15: Tranquility). 3. Customer desires a product that aligns with their need for reliability (Desire 14: Social status, as a quality product may reflect social standing). 4. Customer desires a long-term investment (Desire 12: Saving).
Customer Intention: 1. Customer intends to verify if the product meets the 300 lbs weight capacity. 2. Customer intends to confirm the treadmill is suitable for home use. 3. Customer intends to assess the product’s durability. 4. Customer intends to evaluate space-saving features.


assistant

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