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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: yudu screen printing supplies
Product: 20 x 24 Inch Pre-Stretched Aluminum Silk Screen Printing Frames with 200 Yellow Mesh (6 Pack Screens)

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 Yudu screen printing requires specific supplies. 2. Customer believes the product is not explicitly branded as Yudu. 3. Customer believes the product's dimensions (20x24 inches) and mesh count (200 yellow) are compatible with screen printing. 4. Customer believes Yudu may require additional components beyond frames.
Customer Desire: 1. Customer desires **Order** (need for prepared, established supplies). 2. Customer desires **Saving** (need to accumulate functional tools). 3. Customer desires **Curiosity** (need to confirm product compatibility). 4. Customer desires **Power** (need to control the printing process effectively).
Customer Intention: 1. Customer intends to verify if the product meets Yudu's specifications. 2. Customer intends to assess compatibility despite the lack of Yudu branding. 3. Customer intends to use the product as a substitute if functional. 4. Customer intends to compare the product with Yudu-specific alternatives.


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: mens cali beanies
Product: WHANG Pom Cali Bear Beanies, 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 they need a beanie. 2. Customer believes 'Cali' refers to a specific style or collection. 3. Customer believes the product is intended for men. 4. Customer believes the product title should align with the query's keywords (e.g., 'Cali', 'beanies').
Customer Desire: 1. Customer desires a product that matches the exact specifications of their query (Order - need for prepared, established environments). 2. Customer desires clarity in product labeling to avoid confusion (Curiosity - need to gain knowledge). 3. Customer desires a product that aligns with their expectations of style and functionality (Independence - need to be distinct and self-reliant). 4. Customer desires social validation through a trendy product (Social status - need for social significance).
Customer Intention: 1. Customer intends to verify if the product matches the 'Cali' style. 2. Customer intends to check if the product is explicitly labeled for men. 3. Customer intends to assess whether 'Pom Cali Bear Beanies' is a sub-brand or a deviation from the expected 'Cali' specification. 4. Customer intends to determine if the product can substitute for the exact query specifications.


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: brow pencil
Product: ETUDE HOUSE Drawing Eye Brow 0.25g #1 Dark Brown | Long Lasting Eyebrow Pencil | Soft Textured Natural Daily Look Eyebrow 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 they need a brow pencil for eyebrow makeup. (Belief) | Customer believes the product is an eyebrow pencil. (Belief) | Customer believes the product is available in a dark brown shade (#1 Dark Brown). (Belief) | Customer believes the product is designed for a natural daily look. (Belief)
Customer Desire: Customer desires a product that fulfills their specific eyebrow makeup needs (Acceptance). (Desire) | Customer desires clarity on whether the product matches their query (Curiosity). (Desire) | Customer desires a product that ensures reliability and quality (Order). (Desire) | Customer desires a product that enhances their social appearance (Social Status). (Desire)
Customer Intention: Customer intends to verify if the product is a brow pencil. (Intention) | Customer intends to confirm if the product specifications (e.g., color, texture) align with their requirements. (Intention) | Customer intends to assess if the product’s longevity and natural finish meet their daily makeup needs. (Intention) | Customer intends to compare the product with alternatives to ensure relevance. (Intention)


assistant

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


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


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

Query: grey back pillow
Product: Springcoo Reading Pillow-Shredded Foam Reading Pillow with Detachable Neck Roll Pillow-Great Support for Reading, Relaxing, Watching TV

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 grey-colored pillow for back support. 2. Customer believes the product does not explicitly mention the color 'grey' in its title. 3. Customer believes the product is designed for reading and relaxation, which may involve back support. 4. Customer believes the product’s features (e.g., shredded foam, detachable neck roll) might align with their need for comfort.
Customer Desire: 1. Customer desires Order (need for a prepared, conventional environment, e.g., matching decor with a grey pillow). 2. Customer desires Tranquility (need for comfort and physical security through proper back support). 3. Customer desires Independence (need to self-select a product that meets their specific requirements). 4. Customer desires Physical Activity (need for a pillow that supports relaxed postures during activities like reading).
Customer Intention: 1. Customer intends to prioritize finding a pillow explicitly labeled as 'grey'. 2. Customer intends to verify if the product’s unstated color matches their preference. 3. Customer intends to assess whether the product’s functional features (e.g., back support) compensate for potential color mismatch. 4. Customer intends to consider alternative products if color and function are not fully satisfied.


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: castile soap without coconut oil
Product: Dr. Woods Pure Tea Tree Liquid Castile Soap, 32 Ounce (Pack of 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) Castile soap often contains coconut oil. (2) The product is a type of castile soap. (3) The product title does not explicitly state 'without coconut oil'. (4) Coconut oil might cause allergies or skin irritation for the customer.
Customer Desire: Customer desires: (1) Acceptance (to find a product that meets their specific need for coconut-free soap). (2) Tranquility (to avoid potential allergens like coconut oil). (3) Curiosity (to confirm if the product aligns with their requirements). (4) Order (to follow a prepared routine with trusted ingredients).
Customer Intention: Customer intends: (1) Verify if the product contains coconut oil. (2) Compare the product’s ingredients with their query specifications. (3) Determine if the product is a safe alternative. (4) Seek a functional substitute if exact specifications are unmet.


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: white whirlpool dishwasher
Product: SD-9254W: Energy Star 18 Built-In Dishwasher w/Heated Drying  White

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

Customer Belief: Customer believes: (1) the product should be a dishwasher, (2) the product should be white, (3) the product should be from the Whirlpool brand, (4) the product should have energy-efficient features.
Customer Desire: Customer desires: (1) Order (need for a product matching specific brand and color specifications), (2) Independence (need to rely on a trusted brand for quality), (3) Social status (preference for a reputable brand like Whirlpool), (4) Tranquility (need for a reliable appliance that meets expectations).
Customer Intention: Customer intends: (1) to purchase a white dishwasher, (2) to ensure the product is from Whirlpool, (3) to prioritize energy efficiency, (4) to confirm the product is built-in for seamless installation.


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: 12 wide flats for women
Product: Crocs Unisex-Adult Women's Bistro Clog | Slip Resistant Work Shoes, Black, 14 Women/12 Men

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) They need size 12 wide shoes for women. 2) 'Flats' refer to a specific style of low-heeled, casual footwear. 3) The product title mentions 'Women's Bistro Clog,' which may not align with 'flats.' 4) The product size '14 Women/12 Men' does not match the requested '12 wide' for women.
Customer Desire: Customer desires: 1) Order (need for precise size and style alignment). 2) Independence (need to select footwear that meets specific requirements). 3) Tranquility (need for confidence in product suitability). 4) Social status (need for style appropriateness).
Customer Intention: Customer intends: 1) Confirm if the product matches the size '12 wide' for women. 2) Verify if 'clogs' qualify as 'flats.' 3) Assess if the unisex sizing (14W/12M) accommodates a women’s wide fit. 4) Determine if the product is irrelevant due to mismatched specifications.


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: kitchen without borders
Product: 5 Pieces Magnetic Notepads for Fridge Magnet Back Notepad Magnetic To-Do List Refrigerator Sticker Grocery Shopping List Pad, 6 x 3 Inch, 50 Sheets Per Pad, 5 Colors

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 'kitchen without borders' refers to a product that eliminates physical or organizational limitations in the kitchen. 2. Customer believes the product might relate to multicultural or international kitchen tools. 3. Customer believes the product could enable flexible or creative kitchen management. 4. Customer believes 'without borders' implies a need for space-saving or boundary-free solutions.
Customer Desire: 1. Customer desires Order (Desire 8) to maintain an organized kitchen environment. 2. Customer desires Curiosity (Desire 2) to explore innovative kitchen tools. 3. Customer desires Social Contact (Desire 13) if the product facilitates shared household coordination. 4. Customer desires Independence (Desire 7) to manage tasks without constraints.
Customer Intention: 1. Customer intends to find a product that simplifies kitchen organization. 2. Customer intends to purchase tools supporting multicultural cooking. 3. Customer intends to acquire versatile, space-efficient kitchen accessories. 4. Customer intends to eliminate physical clutter with boundary-free solutions.


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: car plug in cooler
Product: Coleman Cooler| 40-Quart Portable Cooler | Iceless Electric Cooler with Cooling Technology up to 40F for Picnics, BBQs, Camping, Tailgates and Outdoors

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

Customer Belief: Customer believes: (1) The product is an electric cooler that requires a power source. (Belief) (2) The product is portable and suitable for outdoor activities like camping. (Belief) (3) The product does not require ice for cooling. (Belief) (4) The product’s 'plug-in' functionality might align with a car’s power outlet. (Belief)
Customer Desire: Customer desires: (1) Order (prepared, functional cooling solution for trips). (Desire) (2) Independence (self-reliant cooling without ice). (Desire) (3) Saving (preserve food/drinks efficiently). (Desire) (4) Social contact (use during group activities like camping). (Desire)
Customer Intention: Customer intends: (1) Purchase a cooler that plugs into a car for on-the-go use. (Intention) (2) Ensure the product eliminates the need for ice. (Intention) (3) Verify portability for outdoor activities. (Intention) (4) Confirm compatibility with car power outlets. (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: rose gold iphone 8 case
Product: BAISRKE Shiny Rose Gold Marble Design Clear Bumper Matte TPU Soft Rubber Silicone Cover Phone Case Compatible with iPhone 7 / iPhone 8 / iPhone SE 2020

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 compatible with iPhone 8. (2) The product has a rose gold color. (3) The product has a shiny, marble design. (4) The product offers protection via a bumper case.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to own a stylish, aesthetically pleasing case. (2) Order (Desire 8) - to ensure the case fits their iPhone 8 perfectly. (3) Saving (Desire 12) - to avoid purchasing multiple cases. (4) Tranquility (Desire 15) - to protect their phone from damage.
Customer Intention: Customer intends: (1) To confirm compatibility with iPhone 8. (2) To verify the rose gold color matches expectations. (3) To assess the design’s visual appeal. (4) To ensure the case provides adequate protection.


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.