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: overstuffed couch
Product: Nolany Reversible Sectional Sofa Couch for Small Apartment L Shape Sofa Couch 3-seat Sectional Couch (Dusty Grey)

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 'overstuffed couch' refers to a couch with thick, plush cushioning and a bulky design. 2. Customer believes sectional sofas (like the product) prioritize modularity over traditional 'overstuffed' features. 3. Customer believes 'small apartment' furniture is designed to be space-efficient, which may conflict with 'overstuffed' dimensions. 4. Customer believes the color (Dusty Grey) is irrelevant to the 'overstuffed' specification.
Customer Desire: 1. Customer desires comfort (Reiss's Tranquility: need for security via physical ease). 2. Customer desires a stylish living space (Reiss's Social Status: need for social significance). 3. Customer desires space efficiency (Reiss's Order: need for a prepared environment). 4. Customer desires durability (Reiss's Saving: need to accumulate long-term value).
Customer Intention: 1. Customer intends to prioritize seating comfort. 2. Customer intends to verify if the sectional design accommodates small spaces without sacrificing comfort. 3. Customer intends to assess cushion thickness and material. 4. Customer intends to compare the product with traditional overstuffed couches.


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: gaming headsit hiper 3
Product: RUNMUS K8 Gaming Headset for PS4, Xbox One, PC Headset w/Surround Sound, Noise Canceling Over Ear Headphones with Mic & LED Light, Compatible with PS5, PS4, Xbox One, Sega Dreamcast, PC, PS2, Laptop

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) 'hiper 3' refers to a specific gaming headset model; (2) the product must include features like surround sound and noise cancellation; (3) compatibility with gaming platforms (e.g., PS4, Xbox One) is critical; (4) the product title should explicitly mention 'hiper 3' for relevance.
Customer Desire: Customer desires: (1) **Independence** (to find a distinct product matching their exact query); (2) **Order** (to ensure the product aligns with their specifications); (3) **Curiosity** (to confirm technical accuracy); (4) **Social status** (to own a recognized gaming headset).
Customer Intention: Customer intends: (1) Identify if the product matches the 'hiper 3' model; (2) Verify compatibility with their gaming devices; (3) Confirm the presence of key features (e.g., surround sound); (4) Compare the product title to their query for exactness.


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

Query: beauty without cruelty
Product: Beauty Without Cruelty Eye Make-up Remover, 4-fl Ounce (045190)

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 cruelty-free due to the brand name 'Beauty Without Cruelty'. 2. Customer believes the product avoids animal testing. 3. Customer believes the product aligns with ethical beauty standards. 4. Customer believes the product is specifically an eye makeup remover.
Customer Desire: 1. Customer desires ethical consumption (Idealism: need for social justice). 2. Customer desires validation of cruelty-free claims (Curiosity: need to gain knowledge). 3. Customer desires alignment with personal values (Honor: faithfulness to ethical values). 4. Customer desires assurance of product safety (Tranquility: need for security).
Customer Intention: 1. Customer intends to verify if the product meets cruelty-free standards. 2. Customer intends to purchase the product if it aligns with their ethical beliefs. 3. Customer intends to check certifications (e.g., Leaping Bunny) for cruelty-free validation. 4. Customer intends to prioritize brands explicitly stating ethical practices.


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: shock wave 1 aerosol
Product: Freshen Surface Disinfectant Spray 15.5 ounce(Case of 12) EPA Registered Virucidal, Fungicidal and Tuberculocial (1050017)

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) 'Shock Wave 1 Aerosol' refers to a specific disinfectant or cleaning product. (2) The product should be in aerosol form for effective application. (3) The product must be EPA-registered for virucidal/fungicidal efficacy. (4) The term 'Shock Wave' implies a strong or industrial-grade formula.
Customer Desire: Customer desires: (1) Order (need for a prepared, reliable product to maintain cleanliness). (2) Tranquility (need for safety from pathogens). (3) Power (need to control hygiene standards). (4) Independence (need to self-manage disinfection without external help).
Customer Intention: Customer intends: (1) To identify a product matching the exact name 'Shock Wave 1 Aerosol'. (2) To confirm the product is an aerosol spray. (3) To verify EPA registration and pathogen-killing claims. (4) To find a functional substitute if the exact product is unavailable.


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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: reward toys for classroom
Product: 28 Pack Sensory Toys Set, Relieves Stress and Anxiety Fidget Toy for Children Adults, Special Toys Assortment for Birthday Party Favors, Classroom Rewards Prizes, Carnival, Pinata Goodie Bag Fillers

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 to be used as a reward in a classroom setting. 2. Customer believes the product's quantity (28-pack) is suitable for group rewards. 3. Customer believes sensory toys can effectively serve as motivational tools for children. 4. Customer believes the product’s description as 'classroom rewards prizes' aligns with their query.
Customer Desire: 1. Customer desires **social status** (Desire 14) by providing rewards that are appreciated and valued by students. 2. Customer desires **order** (Desire 8) through a structured reward system in the classroom. 3. Customer desires **power** (Desire 10) to influence student behavior positively via incentives. 4. Customer desires **social contact** (Desire 13) by fostering teacher-student relationships through rewards.
Customer Intention: 1. Customer intends to purchase the product as a classroom reward. 2. Customer intends to use sensory toys to manage classroom engagement. 3. Customer intends to ensure the product is age-appropriate and safe for children. 4. Customer intends to acquire a bulk set for frequent reward distribution.


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: sexy white high waisted pants
Product: Skinny Jeans for Women Classic High Waisted Ripped Bell Bottom Pants 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 be 'sexy' in style, (2) the product should be white in color, (3) the product must be high-waisted, (4) the product should be pants (not jeans or other categories).
Customer Desire: Customer desires: (1) Social status (to appear attractive and confident), (2) Order (to find a product that strictly matches specifications), (3) Romance (to fulfill a 'sexy' aesthetic for social or personal appeal), (4) Independence (to express individuality through clothing choices).
Customer Intention: Customer intends: (1) To purchase pants that align with all stated criteria (color, style, fit), (2) To prioritize color and style over minor design differences, (3) To seek alternatives if the product deviates from key specifications, (4) To evaluate whether deviations (e.g., color, design) are acceptable compromises.


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: dining room table furniture set 8
Product: EAST WEST FURNITURE 9 Pc Dining room set-Table and 8 Kitchen Chairs.

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 dining room table set; Customer believes the set must include a table and 8 chairs; Customer believes the number of chairs (8) is critical; Customer believes the product title must explicitly match their specifications.
Customer Desire: Customer desires Order (need for a prepared, complete environment) (Desire: Order); Customer desires Family (need to accommodate family members during meals) (Desire: Family); Customer desires Social Contact (need to host gatherings with adequate seating) (Desire: Social Contact); Customer desires Saving (need to acquire a complete set efficiently) (Desire: Saving).
Customer Intention: Customer intends to find a product with exactly 8 chairs and a table; Customer intends to verify the product details match their requirements; Customer intends to ensure the set fulfills all specifications; Customer intends to purchase the product if it aligns with 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: waffle cone cups
Product: Nifty Ice Cream Cone Cupcake Baking Rack  Holds up to 12 Medium & Large Cupcake Cones, Non-Stick, Dishwasher Safe, Use for Baking, Cooling & Serving 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) waffle cone cups are used for holding desserts like ice cream or cupcakes, 2) a specialized baking rack is needed to hold these cones securely during preparation, 3) the product must mention 'waffle cone cups' explicitly to be fully relevant, 4) non-stick and dishwasher-safe features are important for convenience.
Customer Desire: Customer desires: 1) Order (need for a prepared environment to organize baking tools), 2) Curiosity (need to confirm if the product aligns with their specific use case), 3) Saving (need to efficiently use resources by purchasing a functional product), 4) Social contact (need to serve treats neatly at gatherings).
Customer Intention: Customer intends: 1) Verify if the product explicitly supports waffle cone cups, 2) Assess if the rack’s design can functionally substitute for waffle cone-specific tools, 3) Check if non-stick and dishwasher-safe features meet their standards, 4) Determine if the product’s versatility (baking, cooling, serving) compensates for lack of explicit waffle cone mention.


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: bar high top table
Product: Leopard MDF Round Top Not Adjustable (41 INCHES Height) Bar Table, Pub Table with Silver Leg and Base (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 a 'bar high top table' should have a height suitable for bar settings (typically around 40-42 inches). (Belief)
2. Customer believes the product title specifies a fixed height of 41 inches, which aligns with standard bar table heights. (Belief)
3. Customer believes the term 'high top' may imply adjustability or a specific tabletop style (e.g., elevated surface). (Belief)
4. Customer believes the product's 'round top' and non-adjustable design might conflict with their expectations of a 'high top' table. (Belief)
Customer Desire: 1. Customer desires **Order** (Reiss #8) – a product that matches precise specifications (height, adjustability, style). (Desire)
2. Customer desires **Independence** (Reiss #7) – to confirm the product meets their exact needs without compromise. (Desire)
3. Customer desires **Curiosity** (Reiss #2) – to verify technical details (e.g., height, adjustability) for informed decision-making. (Desire)
4. Customer desires **Social Status** (Reiss #14) – a stylish table that aligns with bar-themed aesthetics. (Desire)
Customer Intention: 1. Customer intends to verify if the 41-inch height matches their definition of a 'high top' bar table. (Intention)
2. Customer intends to assess whether the 'round top' design conflicts with their expectation of a 'high top' (often associated with taller, narrower surfaces). (Intention)
3. Customer intends to confirm the lack of adjustability is acceptable for their use case. (Intention)
4. Customer intends to evaluate if the material (MDF) and style (leopard/silver) meet aesthetic preferences. (Intention)


assistant

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