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: headlight tint
Product: VViViD Hex+ Light Air-Tint Headlight Vinyl (16" x 60" (w/Toolkit))

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 product to tint their vehicle's headlights. 2. Customer believes the product must be compatible with headlights. 3. Customer believes the product should include tools for installation. 4. Customer believes the size (16" x 60") is sufficient for their needs.
Customer Desire: 1. Customer desires a product that fulfills their need for **Order** (desire for a prepared, established solution). 2. Customer desires **Independence** (self-reliant application of the tint). 3. Customer desires **Saving** (accumulating a functional product). 4. Customer desires **Power** (control over customizing their vehicle).
Customer Intention: 1. Customer intends to purchase the product if it matches their specifications. 2. Customer intends to compare the product with alternatives. 3. Customer intends to verify the product’s compatibility with their vehicle. 4. Customer intends to confirm the toolkit’s usability.


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: toy for 4 year old
Product: FUN LITTLE TOYS Kids Play Tent, Pop Up Tent with Kids Camping Gear Set, Outdoor Toys Camping Tools Set for Kids, 18 Pieces

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 toy suitable for children. 2. Customer believes the product is designed for 4-year-olds. 3. Customer believes the product includes outdoor play elements. 4. Customer believes the product promotes imaginative or group play.
Customer Desire: 1. Customer desires a toy that aligns with their child’s developmental needs (Family, Desire 4). 2. Customer desires a product that stimulates curiosity and exploration (Curiosity, Desire 2). 3. Customer desires a safe and age-appropriate toy (Tranquility, Desire 15). 4. Customer desires a product encouraging social interaction (Social contact, Desire 13).
Customer Intention: 1. Customer intends to purchase a toy specifically for a 4-year-old. 2. Customer intends to ensure the product is safe and age-appropriate. 3. Customer intends to select a toy that fosters creativity or outdoor play. 4. Customer intends to verify the product’s relevance to their child’s interests.


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: rugby shirts men long sleeve
Product: Front Row Sewn Stripe Long Sleeve Sports Rugby Polo Shirt (XL) (Burgundy/Navy)

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 a rugby shirt, (2) the product has long sleeves, (3) the product is available in size XL, (4) the product is available in burgundy/navy color.
Customer Desire: Customer desires: (1) Curiosity - to confirm if the product matches their specific needs (rugby, long sleeve, men's size), (2) Order - to find a product that strictly adheres to their query specifications, (3) Independence - to make an informed decision without ambiguity, (4) Social status - to acquire a product that aligns with their identity as a rugby enthusiast.
Customer Intention: Customer intends: (1) Verify if the product is explicitly a 'rugby shirt' and not a generic polo shirt, (2) Confirm the sleeve length, size, and color match the query, (3) Assess if the product’s design (e.g., 'sewn stripe') aligns with typical rugby shirt features, (4) Decide whether to purchase or seek alternatives.


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: slimfast advanced nutrition shakes
Product: SlimFast Meal Replacement Shake, Original Creamy Milk Chocolate, 10g of Ready to Drink Protein for Weight Loss, 11 Fl. Oz Bottle, 8 Count

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) SlimFast is a trusted brand for meal replacement shakes. (2) 'Advanced nutrition' implies specific nutritional benefits. (3) The product title does not explicitly mention 'advanced nutrition'. (4) The product is marketed for weight loss with 10g protein.
Customer Desire: Customer desires: (1) Idealism (social justice) - to achieve health goals through proper nutrition. (2) Order - structured meal planning via meal replacements. (3) Independence - self-reliance in weight management. (4) Tranquility - security in using a trusted product.
Customer Intention: Customer intends: (1) Confirm if the product matches the 'advanced nutrition' specification. (2) Use the shake for meal replacement. (3) Compare nutritional details with other SlimFast products. (4) Prioritize weight loss efficacy.


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: thunderbolt portable monitor
Product: ASUS ROG Strix 17.3" 1080P Portable Gaming Monitor (XG17AHP) - Full HD, IPS, 240Hz, 3ms, Adaptive-Sync, Smart Case, ROG Bag & Tripod, USB-C Power Delivery, Micro HDMI, For Laptop, PC, Phone, Console

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 Thunderbolt connectivity is essential for a portable monitor. 2. Customer believes the product's USB-C port might support Thunderbolt. 3. Customer believes the product lacks explicit Thunderbolt certification. 4. Customer believes the product is portable and high-performance.
Customer Desire: 1. Customer desires a portable monitor with Thunderbolt for fast data transfer and display (Power, Order). 2. Customer desires reliability and compatibility with their devices (Order, Tranquility). 3. Customer desires a high-quality display for productivity or gaming (Curiosity, Physical Activity). 4. Customer desires a self-reliant setup (Independence).
Customer Intention: 1. Customer intends to confirm Thunderbolt support. 2. Customer intends to evaluate portability. 3. Customer intends to verify compatibility with their devices. 4. Customer intends to compare specs with their requirements.


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: floatin shelves
Product: Urban Legacy Modern Hardwood Deep Shelves | Set of 2 | New Wood | Wormy Maple | Furniture Grade Clear Coat | Sturdy High Weight Capacity (48" x 11" x 2")

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) 'floating shelves' refers to wall-mounted shelves without visible brackets; (2) floating shelves should have a modern aesthetic; (3) floating shelves need to support significant weight; (4) the term 'deep shelves' in the product title might align with their spatial requirements.
Customer Desire: Customer desires: (1) Order (need for a prepared environment) to organize their space efficiently; (2) Independence (need to select a product that aligns with their specific criteria); (3) Curiosity (need to confirm product details match expectations); (4) Social status (need for shelves that enhance home aesthetics).
Customer Intention: Customer intends: (1) Verify if the product is wall-mounted and bracket-free; (2) Confirm the modern design matches their decor; (3) Ensure the weight capacity meets their needs; (4) Check if the depth (11") suits their storage requirements.


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: critical thinking adult activity book
Product: Reading Detective Rx

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 'Reading Detective Rx' may involve critical thinking due to the word 'Detective'. 2. Customer believes the product might focus on reading comprehension rather than broader critical thinking skills. 3. Customer believes the term 'Rx' (commonly associated with prescriptions) could imply a structured or remedial approach. 4. Customer believes the product may not explicitly target adults, as the title lacks age specification.
Customer Desire: 1. Customer desires to gain knowledge and improve critical thinking skills (Curiosity). 2. Customer desires a product that fosters independent analytical thinking (Independence). 3. Customer desires a tool that enhances social status through intellectual growth (Social status). 4. Customer desires a structured activity book (Order).
Customer Intention: 1. Customer intends to verify if the product explicitly targets adult learners. 2. Customer intends to assess whether the product emphasizes critical thinking over basic reading skills. 3. Customer intends to compare the product with alternatives that explicitly mention 'critical thinking' and 'adult'. 4. Customer intends to determine if the product can substitute for a dedicated critical thinking workbook.


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

Query: dream catcher kits for adults
Product: SIKEMAY Colorful Dream Catcher - Handmade Feather Colorful Circular Dreamcaters for Wall Hanging Decoration, Wedding Decoration Craft

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 a pre-made dream catcher, not a DIY kit; (2) the product is marketed for decoration (e.g., weddings) rather than a crafting activity; (3) the product is handmade and colorful, which may appeal to adults aesthetically; (4) the product does not include materials or instructions for assembly (unlike a 'kit').
Customer Desire: Customer desires: (1) **Curiosity** (to gain knowledge/skills by assembling a dream catcher); (2) **Saving** (to accumulate materials for future projects); (3) **Order** (to follow structured steps in a kit); (4) **Social contact** (to engage in a shared crafting activity).
Customer Intention: Customer intends: (1) to purchase a DIY kit for personal crafting; (2) to create a customized dream catcher; (3) to use the product for decorative purposes; (4) to buy a pre-made item instead of a kit.


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: tshirts women cotton trending
Product: Yidarton Women's T Shirt Leopard Print Tops 3/4 Sleeve Casual Cotton Round Neck Cute Blouse(Leopard-3/4 Sleeve,Small)

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 women's t-shirt made of cotton. 2. Customer believes leopard print is a trendy pattern. 3. Customer believes 3/4 sleeves may not align with standard t-shirt expectations. 4. Customer believes the product is marketed as casual wear.
Customer Desire: 1. Customer desires a trendy product (Social Status - Desire 14). 2. Customer desires a cotton t-shirt (Order - Desire 8). 3. Customer desires a product matching all query specifications (Order - Desire 8). 4. Customer desires functional substitution if exact match is unavailable (Independence - Desire 7).
Customer Intention: 1. Customer intends to verify if the product matches the query’s material (cotton). 2. Customer intends to assess if the design (leopard print) aligns with current trends. 3. Customer intends to check if sleeve length (3/4) meets their expectations. 4. Customer intends to determine if the product can substitute for a standard t-shirt.


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: face crayons
Product: UVEEFUN Face Paint Crayons 16 Colors Face and Body Paint Sticks Body Tattoo Crayons - Halloween Makeup

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) face crayons are used for face/body art or temporary tattoos, 2) face crayons should be non-toxic and safe for skin, 3) face crayons need to be easy to apply and wash off, 4) face crayons should offer multiple colors for creative designs.
Customer Desire: Customer desires: 1) Social contact (Desire #13) - to engage in social activities like Halloween events using face paint, 2) Curiosity (Desire #2) - to experiment with creative makeup looks, 3) Order (Desire #8) - to use a product that is pre-designed for face/body use, 4) Tranquility (Desire #15) - to ensure safety and avoid skin irritation.
Customer Intention: Customer intends: 1) to find a product explicitly labeled for face/body use, 2) to confirm the product is non-toxic and skin-safe, 3) to ensure the product offers vibrant, blendable colors, 4) to verify ease of application and removal.


assistant

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