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

Query: red sherpa throw blanket
Product: Catalonia Red Plaid Sherpa Throw Blanket,Reversible Super Soft Warm Comfy Fuzzy Snuggle Micro Fleece Plush Throws for Bedding Couch TV 60"x50" Buffalo Checkered

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 red in color; (2) the product is made of sherpa material; (3) the product is a throw blanket; (4) the product should be soft and warm for comfort.
Customer Desire: Customer desires: (1) Tranquility (need for comfort and warmth); (2) Order (need for a product that matches their aesthetic preferences); (3) Curiosity (need to confirm the product aligns with their expectations); (4) Saving (need to acquire a functional item efficiently).
Customer Intention: Customer intends: (1) Purchase a cozy blanket for personal use; (2) Ensure the product matches the 'red sherpa' material and color specifications; (3) Verify the design (e.g., plaid vs. solid) does not conflict with their preferences; (4) Confirm the size and functionality (e.g., reversible, warmth).


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: cheetah shirts for women
Product: ECOWISH Women's Camouflage Print Casual Leopard Pullover Long Sleeve Sweatshirts Top Blouse Camel 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: 1. Customer believes the product has a cheetah-like animal print. 2. Customer believes the product is designed for women. 3. Customer believes the product is a shirt-style garment. 4. Customer believes the product is available in their size (Large).
Customer Desire: 1. Customer desires a shirt that aligns with their aesthetic preferences (Social Status). 2. Customer desires a comfortable and functional garment (Tranquility). 3. Customer desires adherence to the specified style (Order). 4. Customer desires uniqueness in design (Independence).
Customer Intention: 1. Customer intends to confirm if the product matches the 'cheetah' print specification. 2. Customer intends to verify the product’s suitability for women. 3. Customer intends to ensure the product is a shirt-style top. 4. Customer intends to compare alternatives if the product does not fully meet expectations.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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


user
Instruction: 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: puppy bones for teething long lasting
Product: Nature Gnaws Bully Sticks for Dogs - Premium Natural Tasty Beef Bones - Simple Long Lasting Dog Chew Treats - Rawhide Free - 6 Inch (8 oz) - Mixed Thickness

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) puppies need specific bones for teething relief; (2) long-lasting chews are essential to soothe teething discomfort; (3) rawhide-free products are safer for puppies; (4) the product’s description of 'beef bones' aligns with their understanding of teething aids.
Customer Desire: Customer desires: (1) Family (to care for their puppy’s health and comfort); (2) Tranquility (to ensure the product is safe and effective); (3) Order (to find a product that matches their predefined expectations); (4) Curiosity (to confirm the product’s suitability).
Customer Intention: Customer intends: (1) to identify a product that fully matches 'puppy bones for teething long lasting'; (2) to verify if the product is rawhide-free and safe; (3) to assess if the chew’s durability meets their needs; (4) to compare the product’s attributes with their 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: funny shower curtain
Product: Dekali Designs Funny Shower Curtain for Bathroom - 72 x 72 Inches Silly Shower Curtain with Joke to Add a Cool and Fun Vibe to Dorm or Bachelor Pad Decor

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 funny shower curtain can add humor to their bathroom decor. 2) The product's humor quality is important for creating a fun atmosphere. 3) A shower curtain with jokes aligns with their personal style. 4) The product's size (72x72 inches) meets standard shower curtain requirements.
Customer Desire: Customer desires: 1) Social contact (Desire #13) - to share laughter with others through decor. 2) Social status (Desire #14) - to showcase a unique, cool personality. 3) Curiosity (Desire #2) - to explore the joke/design novelty. 4) Idealism (Desire #6) - to create a positive, joyful environment.
Customer Intention: Customer intends: 1) Purchase a shower curtain that combines functionality and humor. 2) Enhance bathroom aesthetics with a fun vibe. 3) Express individuality through quirky decor. 4) Ensure the product fits their shower dimensions.


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: i back in team shirt
Product: TRIUMPH and That's How I Saved The World - Ascension Jesus DC Marvel Superheroes,Black,X-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) They need a team-related shirt. 2) The shirt should represent affiliation with a specific group or team. 3) The product title includes keywords like 'DC Marvel Superheroes,' which they might associate with fictional teams. 4) The size (X-Large) and color (Black) match their preferences.
Customer Desire: Customer desires: 1) Social status (14) - to display affiliation with a team/group. 2) Idealism (6) - to align with values of teamwork or heroism. 3) Curiosity (2) - interest in superhero-themed apparel. 4) Honor (5) - loyalty to a team or fictional universe.
Customer Intention: Customer intends: 1) To purchase a shirt symbolizing team membership. 2) To wear apparel reflecting admiration for superhero teams. 3) To use the shirt for group identity or fandom. 4) To prioritize size and color over exact team alignment.


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: molding pliable wax
Product: InstaMorph  Moldable Plastic  6oz

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 moldable material. 2. Customer believes pliable wax is required for their specific use case. 3. Customer believes moldable plastic might have similar properties to wax. 4. Customer believes the product's 'moldable' feature is critical for their needs.
Customer Desire: 1. Customer desires a material that can be easily shaped (Curiosity). 2. Customer desires a durable and reusable material (Saving). 3. Customer desires independence in creating custom molds (Independence). 4. Customer desires a product that ensures precision (Order). 5. Customer desires control over the molding process (Power). 6. Customer desires a safe and non-toxic material (Tranquility).
Customer Intention: 1. Customer intends to find a moldable material for their project. 2. Customer intends to use a substitute material if exact specifications are unavailable. 3. Customer intends to verify if the product meets pliability and heat requirements. 4. Customer intends to assess compatibility with existing tools/processes.


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: 110 arc welder without ground clamp or stinger
Product: Welding Ground Earth Clamp Heavy Duty 300A

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 they are seeking (110 arc welder) does not include a ground clamp or stinger. 2. Customer believes the listed product (Welding Ground Earth Clamp) is an accessory, not the main welder. 3. Customer believes ground clamps and stingers are often sold separately from welding machines. 4. Customer believes the seller might not offer a welder matching their specifications.
Customer Desire: 1. Customer desires to avoid purchasing unnecessary components (Saving, desire 12). 2. Customer desires clarity on product compatibility (Curiosity, desire 2). 3. Customer desires independence in selecting specific components (Independence, desire 7). 4. Customer desires adherence to their technical requirements (Order, desire 8).
Customer Intention: 1. Customer intends to confirm whether the product matches their query. 2. Customer intends to search for a welder without a ground clamp. 3. Customer intends to verify if the ground clamp is sold separately. 4. Customer intends to compare alternatives to fulfill their needs.


assistant

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


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


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

Query: and1 shorts for men
Product: StyLeUp Men's Active Athletic Mesh Basketball Gym Shorts, Black - Aztec, Medium

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

Customer Belief: 1. Customer believes 'and1' is a specific brand of men's shorts. 2. Customer believes the product should be designed for men. 3. Customer believes the shorts are intended for athletic or basketball activities. 4. Customer believes the product should prioritize comfort and breathability (e.g., mesh material).
Customer Desire: 1. Customer desires a product that aligns with their need for physical activity (Desire 9: Physical activity). 2. Customer desires a product that reflects social status through brand recognition (Desire 14: Social status). 3. Customer desires independence in selecting a trusted brand (Desire 7: Independence). 4. Customer desires order in matching exact specifications (Desire 8: Order).
Customer Intention: 1. Customer intends to purchase shorts specifically from the 'and1' brand. 2. Customer intends to use the shorts for basketball or gym activities. 3. Customer intends to verify the product’s size and fit. 4. Customer intends to compare features (e.g., material, design) with their expectations.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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


user
Instruction: 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: boys christmas shirt
Product: SSLR Big Boys' Santa Claus Party Tropical Ugly Hawaiian Christmas Shirts (Large, Red)

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 intended for boys (Big Boys'). 2. Customer believes the product is Christmas-themed (Santa Claus, Christmas Shirts). 3. Customer believes the design includes tropical/Hawaiian elements, which may conflict with traditional Christmas aesthetics. 4. Customer believes the size (Large) and color (Red) match their requirements.
Customer Desire: 1. Customer desires a Christmas-themed shirt for boys (Curiosity: knowledge of festive appropriateness). 2. Customer desires social acceptance (Acceptance: ensuring the shirt aligns with holiday norms). 3. Customer desires comfort and practicality (Tranquility: secure choice). 4. Customer desires social status through unique or trendy designs (Social Status).
Customer Intention: 1. Customer intends to verify if the product matches the 'Christmas shirt' theme. 2. Customer intends to confirm the size and color suitability. 3. Customer intends to evaluate the design's alignment with their expectations (e.g., traditional vs. 'ugly' tropical). 4. Customer intends to compare alternatives if the design is unconventional.


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: motion security camera system outdoor
Product: Security Camera Outdoor, Goowls 1080P Pan/Tilt 2.4G WiFi Home Smart Security Surveillance IP Camera Wired with Waterproof Night Vision 2-Way Audio Motion Detection Cloud Camera Works with Alexa

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 designed for outdoor use due to 'Outdoor' in the title and 'waterproof' description. 2. Customer believes the product is part of a 'system' due to the query term 'motion security camera system'. 3. Customer believes the product includes motion detection due to explicit mention of 'motion detection'. 4. Customer believes the product may lack multi-camera support (a 'system' implies multiple cameras) as the title describes a single camera.
Customer Desire: 1. Customer desires **tranquility** (need for security) through reliable outdoor surveillance. 2. Customer desires **power** (need for control) over home security via motion detection and remote access. 3. Customer desires **independence** (need for self-reliance) through smart features like Alexa compatibility. 4. Customer desires **curiosity** (need for knowledge) about the product’s technical specifications.
Customer Intention: 1. Customer intends to verify if the product meets all outdoor requirements (waterproof, night vision). 2. Customer intends to confirm whether it is a complete 'system' (multi-camera setup) or a single unit. 3. Customer intends to ensure motion detection functionality aligns with their security needs. 4. Customer intends to assess compatibility with existing smart home devices (e.g., Alexa).


assistant

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