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: weathertech
Product: TOPGO Cup Phone Holder for Car, Cup Holder Phone Holder [Secure & Stable] Cup Holder Phone Mount Cell Phone Automobile Cradle for iPhone 13, Samsung and More Smart Phone -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) 'weathertech' refers to a brand known for car accessories like floor mats or seat protectors. (2) The query is specifically seeking a WeatherTech-branded product. (3) The product title does not mention WeatherTech. (4) The product is a car phone holder, not a typical WeatherTech product category.
Customer Desire: Customer desires: (1) Order (need for a product that aligns with their expectation of WeatherTech items). (2) Tranquility (need for a secure car accessory that matches their trusted brand). (3) Independence (need for a reliable, brand-specific solution). (4) Curiosity (need to confirm if the product is genuinely related to WeatherTech).
Customer Intention: Customer intends: (1) To verify if the product is a WeatherTech item. (2) To seek alternatives if this product is unrelated. (3) To confirm the product’s compatibility with their existing WeatherTech accessories. (4) To dismiss the product due to brand mismatch.


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: pet corrector spray for dogs
Product: MODUS Ultrasonic Dog Barking Deterrent, 2-in-1 Dog Training and Bark Control Device, Anti-Barking Device, Control Range of 16.4 Ft, Wrist Strap, Battery Included, LED Indicate, Indoor and Outdoor

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 pet corrector sprays are effective for training dogs. 2. Customer believes sprays are a safe and non-harmful method. 3. Customer believes ultrasonic devices are an alternative to sprays. 4. Customer believes the product must address barking or behavioral issues.
Customer Desire: 1. Customer desires to correct their dog’s behavior (Family, Tranquility). 2. Customer desires a humane and safe solution (Tranquility, Idealism). 3. Customer desires control over their pet’s actions (Power). 4. Customer desires a practical and easy-to-use product (Order).
Customer Intention: 1. Customer intends to purchase a product that stops unwanted dog behavior. 2. Customer intends to compare spray-based and ultrasonic solutions. 3. Customer intends to prioritize safety and effectiveness. 4. Customer intends to select a device suitable for indoor/outdoor use.


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

Query: 1.5mm chair mat studded for carpeted floors without lip
Product: Kuyal Clear Chair Mat, Hard Floor Use, 30" x 48" Transparent Office Home Floor Protector mat Chairmats (30" X 48" with Lip)

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 studded chair mats are necessary for carpeted floors to prevent slipping. 2. Customer believes a chair mat without a lip is required for their setup. 3. Customer believes 1.5mm thickness is essential for durability. 4. Customer believes using a hard-floor-specific mat on carpet may cause instability.
Customer Desire: 1. Customer desires Order (desire 8) to ensure the product fits their prepared environment. 2. Customer desires Tranquility (desire 15) for safety and protection. 3. Customer desires Independence (desire 7) to avoid reliance on incompatible features like a lip. 4. Customer desires Power (desire 10) to control their workspace functionality.
Customer Intention: 1. Customer intends to purchase a chair mat explicitly designed for carpeted floors. 2. Customer intends to avoid mats with a lip. 3. Customer intends to verify the mat’s thickness (1.5mm). 4. Customer intends to confirm the product’s compatibility with carpeted floors.


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: 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: priddy learning wipe clean
Product: Wipe Clean Workbook: Numbers 1-50: Ages 3-5; wipe-clean with pen (Wipe Clean Learning Books)

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 'Priddy' is a specific brand. 2. Customer believes 'wipe clean' refers to a reusable, erasable product. 3. Customer believes the product should focus on educational learning. 4. Customer believes the product is intended for young children.
Customer Desire: 1. Customer desires Curiosity (need to gain knowledge via educational tools). 2. Customer desires Order (need for a reusable, organized learning tool). 3. Customer desires Family (need to support their child's education). 4. Customer desires Saving (need for a durable product to avoid repurchasing).
Customer Intention: 1. Customer intends to purchase a Priddy-branded wipe-clean learning book. 2. Customer intends to acquire a reusable educational resource. 3. Customer intends to find age-appropriate material for a child aged 3-5. 4. Customer intends to buy a versatile tool for early numeracy skills.


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: radiohead memorabilia
Product: Jonny Greenwood & Ed O'Brien Signed Autographed 8x10 Photo RADIOHEAD PSA/DNA COA

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 related to Radiohead because Jonny Greenwood and Ed O'Brien are members of Radiohead. 2. Customer believes signed autographed items are valuable collectibles. 3. Customer believes memorabilia includes autographed photos. 4. Customer believes PSA/DNA COA ensures authenticity.
Customer Desire: 1. Curiosity (desire to own a piece of Radiohead history). 2. Social status (desire to own rare, authenticated items to showcase fandom). 3. Saving (desire to collect memorabilia as a long-term investment). 4. Honor (desire to own items validated by trusted authorities like PSA/DNA).
Customer Intention: 1. Customer intends to purchase authentic Radiohead memorabilia. 2. Customer intends to collect rare signed items. 3. Customer intends to display the photo as a status symbol. 4. Customer intends to verify the COA for trustworthiness.


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: mold bathroom cleaner
Product: Kaboom Mold & Mildew Stain Remover with Bleach No Drip Foam, 30 oz.

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 to remove mold and mildew stains; (2) bleach is an effective ingredient for mold removal; (3) the product is suitable for bathroom surfaces; (4) the 'no drip foam' feature ensures easy application in vertical bathroom surfaces.
Customer Desire: Customer desires: (1) Order (need for a clean, mold-free bathroom environment); (2) Family (need to protect family from mold-related health risks); (3) Tranquility (need to feel secure about bathroom hygiene); (4) Independence (need for a product that works efficiently without extra effort).
Customer Intention: Customer intends: (1) purchase the product if it directly addresses mold removal in bathrooms; (2) compare the product’s features with other mold cleaners; (3) verify if the product’s formula is safe for bathroom materials; (4) confirm the product’s effectiveness through reviews or descriptions.


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: irridescent earrings
Product: 6mm Natural Rainbow Quartz Gemstone Platinum Plated Stud Earrings Gift for Women

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) 'iridescent' refers to a rainbow-like, shimmering visual effect. (2) Rainbow Quartz gemstones may naturally exhibit iridescent properties. (3) Platinum plating enhances metallic shine that could complement iridescence. (4) Stud earrings are a common style for iridescent jewelry.
Customer Desire: Customer desires: (1) Curiosity (to explore unique gemstone properties). (2) Social status (to wear visually striking accessories). (3) Idealism (to acquire natural/non-synthetic materials). (4) Saving (to collect aesthetically valuable items).
Customer Intention: Customer intends: (1) Purchase earrings with genuine iridescent properties. (2) Select jewelry made with natural gemstones. (3) Acquire a gift that combines elegance and uniqueness. (4) Ensure the product matches the visual expectations of 'iridescence'.


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: tea pot set, chinese style
Product: Ceramic Kungfu Tea Set,Portable Travel Tea Set with Teapot,Teacups,Tea Canister,Tea Tray and Travel Bag,Suitable for Travel, Home,Outdoor and Office (Blue)

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) 'Chinese style' implies traditional design elements. (Belief) (2) 'Tea pot set' requires a teapot and complementary accessories. (Belief) (3) 'Kungfu Tea Set' is associated with Chinese tea culture. (Belief) (4) Portability (travel bag) may conflict with traditional Chinese tea ceremony expectations. (Belief)
Customer Desire: Customer desires: (1) Honor (Desire) - to align with traditional Chinese tea customs. (2) Order (Desire) - to acquire a complete, functional set. (3) Curiosity (Desire) - to explore authentic cultural tools. (4) Social status (Desire) - to own a culturally symbolic item.
Customer Intention: Customer intends: (1) Verify if the product’s design aligns with Chinese aesthetics. (Intention) (2) Confirm all essential components (teapot, cups, tray) are included. (Intention) (3) Assess if portability compromises traditional authenticity. (Intention) (4) Compare with non-travel-oriented Chinese tea sets. (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: 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: redi whip cream
Product: Conagra Reddi Whip Non Dairy Whipped Topping, 15 Ounce -- 12 per case.

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) 'Reddi Whip' is a brand of whipped cream. (2) The product title includes 'Reddi Whip Non Dairy', which may imply a dairy-free alternative. (3) The query specifies 'cream', which traditionally contains dairy. (4) The product is sold in bulk (12 per case), suggesting a commercial or long-term use.
Customer Desire: Customer desires: (1) Acceptance (to obtain a product that matches their expectations). (2) Curiosity (to confirm if the non-dairy version meets their needs). (3) Tranquility (to ensure the product is safe/appropriate for dietary requirements). (4) Order (to find a product that aligns with their planned use, e.g., cooking or topping).
Customer Intention: Customer intends: (1) To purchase a whipped cream product that matches the query specifications. (2) To verify if 'Non Dairy' is acceptable for their use case. (3) To assess whether the bulk quantity suits their needs. (4) To consider alternatives if the product does not fully align with the query.


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: dinosaur water bottles for kids
Product: CamelBak Eddy Kids Vacuum Insulated Stainless Steel Bottle 12 oz, Sketchy Sharks

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 designed for kids, (2) the product is a water bottle, (3) the product's 'Sketchy Sharks' design does not explicitly feature dinosaurs, (4) the product's vacuum insulation and stainless steel material ensure durability and safety for children.
Customer Desire: Customer desires: (1) Family (to provide a functional and safe water bottle for their child), (2) Curiosity (to engage the child’s interest with a themed design), (3) Order (to fulfill the specific request for a dinosaur-themed product), (4) Social status (to meet the child’s preferences and avoid dissatisfaction).
Customer Intention: Customer intends: (1) Purchase a water bottle explicitly matching the dinosaur theme, (2) Prioritize child-friendly features (e.g., safety, size), (3) Compromise on design if functional benefits outweigh the theme mismatch, (4) Seek alternatives if the theme is non-negotiable.


assistant

Answer: D: The product is irrelevant to the query.