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: 11by 14 frames without mats
Product: ELSKER&HOME Double Document/Photo Wood Frame-Made for Certificates&Diploma for Two 8.5x11 Inch with Mat and 14x20 Inch Without Mat for Documents Certificates (Double Mat, Black Mat with Golden Rim)

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) 11x14 frames without mats are available in the market. (2) The product title mentions '14x20 Inch Without Mat', which may partially match the query. (3) The product includes a 14x20 frame without a mat but not an 11x14 frame. (4) The product combines multiple frame sizes (8.5x11 with mat and 14x20 without mat).
Customer Desire: Customer desires: (1) Order (need for precise specifications matching the query). (2) Independence (need to find a product that exactly fulfills their requirement without compromise). (3) Curiosity (need to confirm whether the product meets the exact dimensions and mat absence). (4) Saving (need to avoid purchasing mismatched products).
Customer Intention: Customer intends: (1) Verify if the product includes an 11x14 frame without a mat. (2) Check if the 14x20 frame without a mat can substitute for the 11x14 requirement. (3) Assess whether the product’s dual-size design is acceptable. (4) Determine if combining this product with another could resolve the mismatch.


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: womans exercise shorts
Product: BALEAF Women's Bermuda Shorts Long Cotton Jersey with Pockets Athletic Sweat Walking Knee Length for Summer Workout Charcoal Size L

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 women; (2) the product is labeled as 'Bermuda Shorts,' which are longer than typical exercise shorts; (3) the material (cotton jersey) may not be optimized for high-intensity workouts; (4) the product includes keywords like 'athletic,' 'sweat,' and 'workout,' suggesting exercise compatibility.
Customer Desire: Customer desires: (1) Physical activity (need for workout gear); (2) Independence (need for self-reliant exercise); (3) Order (need for specific features like pockets, length, and material); (4) Social status (need for functional, reputable athletic wear).
Customer Intention: Customer intends: (1) Find shorts specifically for exercise; (2) Ensure the product matches their workout requirements; (3) Verify if the length and material align with exercise needs; (4) Assess if the product can substitute for standard exercise shorts.


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: dell 40wh standard charger type m5y1k 14.8v
Product: Dentsing M5Y1K 14.8V 40Wh/2630mAh Laptop Battery fit for Dell Latitude 3460 3560 3570 Inspiron 3451 3551 5558 5758 14 3000 5455 15-3552 5551 5555 5559 5758 Vostro 3458 3558 Series WKRJ2 GXVJ3 HD4J0

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 the product is a Dell charger (Belief). Customer believes the product's model number (M5Y1K), voltage (14.8V), and capacity (40Wh) match their query (Belief). Customer believes compatibility with their Dell laptop is critical (Belief). Customer may not realize the product is a battery, not a charger (Belief).
Customer Desire: Customer desires a functional charger (Desire: Power). Customer desires accurate product specifications (Desire: Order). Customer desires reliability to avoid device damage (Desire: Tranquility). Customer desires clarity to avoid confusion (Desire: Curiosity).
Customer Intention: Customer intends to verify if the product is a charger (Intention). Customer intends to confirm compatibility with their laptop (Intention). Customer intends to ensure specifications match their query (Intention). Customer intends to find a substitute if the product is not a charger (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: day of the dead costume women
Product: AMSCAN Day of the Dead Leggings Halloween Costume Accessories, One Size 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: 1. Customer believes the product is related to a Day of the Dead costume. 2. Customer believes leggings can be part of a costume. 3. Customer believes accessories are necessary for a complete costume. 4. Customer believes the product's design aligns with the Day of the Dead theme.
Customer Desire: 1. Customer desires social contact (Desire 13) by participating in a themed event. 2. Customer desires social status (Desire 14) through a visually appealing costume. 3. Customer desires order (Desire 8) by ensuring all costume components are prepared. 4. Customer desires idealism (Desire 6) by honoring cultural traditions.
Customer Intention: 1. Customer intends to purchase a complete Day of the Dead costume. 2. Customer intends to use leggings as part of the costume. 3. Customer intends to accessorize the costume with thematic items. 4. Customer intends to ensure the costume aligns with cultural aesthetics.


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: bluetooth
Product: Bluetooth Headset 5.0 with CVC8.0 Dual Mic Noise Cancelling Bluetooth Earpiece 16Hrs Talktime Wireless Headset Hands-Free Earphone for Truck Driver iPhone Android Cell Phones

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 Bluetooth device. 2. Customer believes the product supports Bluetooth 5.0 technology. 3. Customer believes the product has noise-canceling features. 4. Customer believes the product is compatible with iPhone and Android phones.
Customer Desire: 1. Customer desires to confirm the product meets Bluetooth specifications (Curiosity). 2. Customer desires a reliable wireless audio solution (Independence). 3. Customer desires a product that aligns with modern Bluetooth standards (Order). 4. Customer desires a device that enhances communication efficiency (Social status).
Customer Intention: 1. Customer intends to verify if the product uses Bluetooth 5.0. 2. Customer intends to assess noise-canceling functionality. 3. Customer intends to confirm compatibility with their phone. 4. Customer intends to evaluate battery life for prolonged 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: car wash sprayer for garden hose
Product: Chemical Guys ACC_326  Torq Foam Blaster 6 Foam Wash Gun  The Ultimate Car Wash Foamer that Connects to Any Garden Hose

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 car wash sprayer must connect to a garden hose, (2) the product should be designed specifically for car washing, (3) foam functionality is important for effective cleaning, (4) compatibility with standard garden hoses is a critical requirement.
Customer Desire: Customer desires: (1) Efficiency (Physical Activity - need for effective cleaning), (2) Security in product functionality (Tranquility - need to avoid product failure), (3) Social status (Social Status - desire for a reputable product), (4) Resource optimization (Saving - need to avoid purchasing additional tools).
Customer Intention: Customer intends: (1) Confirm the product connects to a garden hose, (2) Verify foam-washing capability, (3) Ensure the product is designed for car washing, (4) Compare the product with alternatives for compatibility and performance.


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: office light weight sweaters for women
Product: Amazon Essentials Women's Lightweight Long-Sleeve V-Neck Sweater, Pink/Light Grey Heather/Aqua/Navy Stripe, Large

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 women. 2. The product is lightweight. 3. The product is suitable for office wear. 4. The product is available in standard sizes (e.g., Large).
Customer Desire: Customer desires: 1. Acceptance (to be appreciated in a professional setting). 2. Order (to adhere to office dress norms). 3. Independence (to select attire that aligns with personal style and comfort). 4. Social status (to maintain a professional image).
Customer Intention: Customer intends: 1. To purchase a lightweight sweater for office use. 2. To ensure the product is designed for women. 3. To verify the sweater’s suitability for professional environments. 4. To confirm the availability of sizes matching their 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: garage led lights ceiling
Product: LED Garage Lights,2-Pack 80W Garage Lights 9600LM 6000K E26 LED Garage Light Bulb,Deformable LED Garage Ceiling Lights with 3 Adjustable LED Panels Fits for Garage,Warehouse,Workshop and Basement.

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 specifically for garage ceilings. (2) The product provides sufficient brightness (9600LM) for garage use. (3) The adjustable LED panels allow customization of light coverage. (4) The product is energy-efficient (80W LED) and durable for long-term use.
Customer Desire: Customer desires: (1) Order (need for a prepared, functional garage environment). (2) Saving (need to reduce energy costs with efficient lighting). (3) Power (need to control lighting layout via adjustable panels). (4) Curiosity (need to confirm technical specifications like 6000K color temperature).
Customer Intention: Customer intends: (1) Purchase LED ceiling lights tailored for garages. (2) Verify the product meets brightness and adjustability requirements. (3) Compare the product’s specifications (e.g., 80W, 9600LM) with alternatives. (4) Ensure easy installation (E26 compatibility) for immediate 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: 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: mens professional make-up kit
Product: WOWBOX Travel Kit Toiletry Bag for Men Waterproof Cosmetic Makeup Shower Bag Shaving Dopp Kit Case Accessories Organizer with Side Hand Strap

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 the product is a 'makeup kit' designed for men; Customer believes the product includes professional-grade cosmetics; Customer believes the product is travel-friendly due to the term 'Travel Kit'; Customer believes the product is waterproof and organized for makeup storage.
Customer Desire: Customer desires a product that fulfills **Order** (need for organized storage of cosmetics); Customer desires **Independence** (need for a self-contained, professional-grade solution); Customer desires **Social Status** (need for a product that aligns with a 'professional' image); Customer desires **Power** (need to control their appearance through reliable tools).
Customer Intention: Customer intends to purchase a complete professional makeup set; Customer intends to use the product for travel-friendly makeup organization; Customer intends to substitute the toiletry bag for a traditional makeup kit; Customer intends to avoid purchasing separate cosmetic organizers.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: pureology shampoo travel size
Product: Pureology Hydrate Sheer Nourishing Shampoo | For Fine, Dry Color Treated Hair | Vegan | 1.7 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) Pureology is a trusted brand for shampoo. (2) Travel size typically refers to small, portable containers (e.g., 1.7 oz). (3) The product is a Pureology shampoo. (4) The product’s 1.7 oz size may qualify as travel-sized but is not explicitly labeled as such. (5) The product’s specific hair type focus (fine, dry, color-treated) is not mentioned in the query.
Customer Desire: Customer desires: (1) Order (Desire 8: need for prepared/convenient products) for travel-friendly sizing. (2) Saving (Desire 12: need to accumulate practical items) by acquiring a smaller size. (3) Social status (Desire 14: need for reputable brands). (4) Tranquility (Desire 15: need for reliable products during travel).
Customer Intention: Customer intends: (1) To find a Pureology shampoo in a travel-sized format. (2) To confirm the product’s size matches travel requirements. (3) To prioritize portability over specific hair-type features. (4) To purchase a trusted brand product that meets practical needs.


assistant

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