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: that's not what i meant
Product: That's Not What I Meant!: The smart, savvy guide to real communication

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) their original message was misunderstood, (2) they need to clarify their intent, (3) communication breakdown occurred, (4) the product title mirrors their query phrasing.
Customer Desire: Customer desires (1) Social Contact (need to improve relationships via clear communication), (2) Curiosity (need to gain knowledge about effective communication), (3) Tranquility (need to resolve misunderstandings for emotional security), (4) Power (need to control how their message is perceived).
Customer Intention: Customer intends (1) to resolve the misunderstanding, (2) to learn communication strategies, (3) to validate their frustration, (4) to prevent future miscommunication.


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: big and tall button down long sleeve shirts for men
Product: COOFANDY Men's Casual Dress Shirt Button Down Shirt Long-Sleeve Denim Work Shirts

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) 'big and tall' implies specific sizing requirements for comfort and fit. (2) The product title does not explicitly mention 'big and tall' sizing. (3) The product is labeled as 'denim work shirts,' which may prioritize durability over formal or standard button-down aesthetics. (4) The product includes 'button down long-sleeve,' aligning with the query’s functional requirements.
Customer Desire: Customer desires: (1) Independence (Desire 7) - to find clothing that fits their unique body type. (2) Order (Desire 8) - to locate a product that matches their precise specifications. (3) Social status (Desire 14) - to wear attire that aligns with their self-image. (4) Tranquility (Desire 15) - to avoid returns or dissatisfaction due to mismatched sizing or style.
Customer Intention: Customer intends: (1) Verify if the product offers 'big and tall' sizing. (2) Confirm whether 'denim work shirts' meet their stylistic expectations. (3) Assess if the product’s features (e.g., button-down, long-sleeve) compensate for potential sizing/style mismatches. (4) Determine if the product can serve as a functional substitute despite gaps.


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: commercial refrigerator food truck
Product: Zephyr PRWB24C32BG PRWB24C32AG 24 Inch 5.18 Cubic Feet. Capacity Freestanding or Built In Full Size Beverage Center, in Stainless Steel

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 commercial refrigerator is needed for a food truck operation; (2) the product must fit within the spatial constraints of a food truck; (3) the refrigerator should prioritize food storage capacity and durability; (4) commercial-grade appliances are essential for reliability.
Customer Desire: Customer desires: (1) Power (Desire 10 - control over operational efficiency); (2) Order (Desire 8 - organized setup in limited space); (3) Saving (Desire 12 - efficient resource allocation); (4) Independence (Desire 7 - self-reliant business operation).
Customer Intention: Customer intends: (1) Identify a refrigerator designed for commercial food storage; (2) Ensure the product fits a food truck’s spatial limitations; (3) Verify sufficient capacity for food inventory; (4) Compare specifications to industry standards for commercial appliances.


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: star wars bb8 costume adult
Product: Rubie's unisex adult Bb-8 Sized Costumes, As Shown, One Size US

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 adult-sized BB-8 costume from Star Wars. (2) The product is officially licensed or authentic due to the brand 'Rubie's'. (3) The product is available in a single size (One Size US) that fits most adults. (4) The product is unisex, suitable for any gender.
Customer Desire: Customer desires: (1) Curiosity - to acquire a costume that accurately represents BB-8 (Star Wars knowledge). (2) Social Contact - to participate in social events (e.g., cosplay, parties) with a recognizable character. (3) Tranquility - to ensure the costume is comfortable and fits properly. (4) Social Status - to gain admiration or recognition for an authentic costume.
Customer Intention: Customer intends: (1) To purchase the product if it fully matches the query specifications (BB-8, adult size, authenticity). (2) To compare alternatives if the product lacks key features (e.g., incorrect size). (3) To verify sizing details to avoid discomfort. (4) To confirm the product’s authenticity to align with their fandom (Star Wars).


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: bowls for kitchen
Product: Unbreakable Cereal Bowls - 24 OZ Wheat Straw Fiber Lightweight Bowl Sets 4 - Dishwasher & Microwave Safe - for,Rice,Soup Bowls

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 kitchen use; (2) the bowls are unbreakable and durable; (3) the product is suitable for holding foods like cereal, rice, and soup; (4) the bowls are dishwasher and microwave safe, making them convenient for kitchen tasks.
Customer Desire: Customer desires: (1) Order (need for prepared, established kitchen tools); (2) Tranquility (need for secure, reliable products); (3) Independence (need for self-reliant solutions); (4) Saving (need to accumulate functional items).
Customer Intention: Customer intends: (1) purchase durable kitchen bowls; (2) use the bowls for multiple food types (cereal, rice, soup); (3) ensure compatibility with kitchen appliances (dishwasher/microwave); (4) acquire a long-lasting, low-maintenance product set.


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: neon shimmer sequin fabric
Product: Trlyc 108-Inch Round Sequin Table Cloth for Party Wedding -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) the product should have neon color, (2) the product should have shimmer/glitter effects, (3) the product should be made of sequin fabric, (4) the product is intended for decorative or event purposes.
Customer Desire: Customer desires: (1) Order (need for precise specifications like neon and sequin material), (2) Social Status (desire for visually appealing items to enhance event aesthetics), (3) Idealism (expectation of alignment with their vision), (4) Saving (interest in acquiring a functional product).
Customer Intention: Customer intends: (1) find a neon-colored sequin fabric, (2) use the product for event decoration, (3) prioritize color and material accuracy, (4) reject non-matching products.


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: ipad for a 6th generation 32gb
Product: Apple iPad with WiFi + Cellular, 32GB, Space Gray (2017 Model) (Renewed)

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) 6th generation refers to a specific iPad model year, 2) 32GB storage is a critical requirement, 3) 'Renewed' status indicates a refurbished product, 4) WiFi + Cellular capability may be an optional or additional feature.
Customer Desire: Customer desires: 1) Order (need for precise specifications matching the query), 2) Saving (need to acquire a functional product at a reduced cost via 'Renewed' status), 3) Curiosity (need to confirm product details align with requirements), 4) Independence (need to make a self-reliant purchasing decision).
Customer Intention: Customer intends: 1) Verify if the product matches the 6th generation specification, 2) Confirm 32GB storage capacity, 3) Check the model year (2017) against the 6th generation release date, 4) Assess the acceptability of the 'Renewed' condition.


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

Query: yoda do or do not there is no try art
Product: Running On The Wall Medal Hanger Display and Race Bibs - DO OR DO NOT. There is NO Try - YODA

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 related to the Yoda quote 'Do or do not, there is no try'. 2. The product may be a decorative art piece featuring the quote. 3. The product title includes the exact wording from the query. 4. The product might not explicitly mention 'art' in its description.
Customer Desire: Customer desires: 1. Curiosity (Desire 2) - to find a product that aligns with their interest in the Yoda quote. 2. Honor (Desire 5) - to own an item reflecting loyalty to Star Wars values. 3. Social status (Desire 14) - to display fandom through decor. 4. Saving (Desire 12) - to acquire a collectible item.
Customer Intention: Customer intends: 1. To identify a product that matches the exact quote and Yoda reference. 2. To confirm if the product is decorative/artistic. 3. To verify if the product’s functionality (medal hanger) aligns with their needs. 4. To assess if the product can substitute for standalone art.


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: heart to tail pure being
Product: The Country Butcher Treats, Made in USA, Natural Dog Chews for Light to Moderate Chewers & Small, Medium & Large Size Dogs (30 Treats)

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) 'heart to tail' refers to a product using whole-animal parts or a specific brand, 2) 'pure being' implies natural, additive-free ingredients, 3) the query targets pet food/treats, 4) the product should align with ethical/sustainable practices.
Customer Desire: Customer desires: 1) Idealism (social justice/natural ingredients), 2) Order (established, conventional product standards), 3) Tranquility (safe/secure product for pets), 4) Family (care for pets).
Customer Intention: Customer intends: 1) Find a product with whole-animal ingredients, 2) Ensure natural/no-additive composition, 3) Verify ethical production, 4) Confirm suitability for their dog’s size/chewing 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: white coffee pod holder
Product: Gianna's Home Rustic Farmhouse Country Distressed Wood Coffee Pod Holder For K-Cups, 24 Capacity (Rustic 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 white in color; (2) the product should hold coffee pods; (3) the product should have sufficient capacity for their needs; (4) the product should match their aesthetic preferences (e.g., minimalist, modern, or rustic).
Customer Desire: Customer desires: (1) Order (need for an organized space to store coffee pods); (2) Saving (need to accumulate and organize K-Cups efficiently); (3) Social status (preference for a product that aligns with their home decor style); (4) Tranquility (need for a clutter-free, functional coffee station).
Customer Intention: Customer intends: (1) Purchase a white coffee pod holder that matches the query’s color and function; (2) Prioritize capacity (24 pods) for practicality; (3) Ensure the product’s rustic farmhouse style aligns with their decor; (4) Verify material quality (distressed wood) for durability.


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.