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: 1/16th scale gravity wagon without tractor
Product: John Deere Ride On Toys Pedal Tractor with Wagon for Kids Aged 18 Months to 3 Years, Green/Yellow

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) 1/16th scale refers to a precise, collectible model size; (2) 'without tractor' means the wagon should be sold separately; (3) the product is a toy for toddlers, not a detailed scale model; (4) the product includes a tractor, conflicting with the query's exclusion.
Customer Desire: Customer desires: (1) Curiosity (to acquire a detailed, accurate scale model for knowledge/hobby); (2) Order (to match specific specifications for consistency with their collection); (3) Saving (to invest in a niche collectible); (4) Social status (to own a specialized item).
Customer Intention: Customer intends: (1) To purchase a 1/16th scale gravity wagon as a standalone item; (2) To avoid products bundled with tractors; (3) To prioritize accuracy over playability; (4) To verify product dimensions and compatibility with other scale models.


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

Query: flashlight for cops
Product: USB Rechargeable Flashlight, Relybo 2000 Lumens LED Tactical Powerful Flashlight Super Bright High Lumens Flashlights 18650 Battery Flashlight Torch Tactial Military LED Zoomable Torch light

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) Cops require durable and reliable flashlights. 2) Flashlights for law enforcement need high brightness for tactical situations. 3) Rechargeable batteries are practical for frequent use. 4) Tactical/military-grade features (e.g., zoom, ruggedness) are essential for police work.
Customer Desire: Customer desires: 1) Power (Desire 10: control over tools for duty). 2) Honor (Desire 5: adherence to professional values like reliability). 3) Tranquility (Desire 15: safety during operations). 4) Order (Desire 8: dependable equipment for structured environments).
Customer Intention: Customer intends: 1) Prioritize flashlights labeled 'tactical' or 'military.' 2) Select products with high lumens (2000+). 3) Choose USB-rechargeable models for convenience. 4) Verify durability (e.g., '18650 battery' implies robustness).


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: outdoor ceiling fan without light
Product: IYUNXI Modern Ceiling Fan with Lights, Flush Mount, Remote Control LED Dimming 3 Colors Lighting, Low Profile Ceiling Fan 23 Inch,72W Enclosed, Kitchen, Bedroom, Children's Room

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 includes a built-in light, which contradicts the query's 'without light' requirement. (2) The product is marketed for indoor use (e.g., kitchen, bedroom) and lacks explicit outdoor compatibility. (3) The 'enclosed' design may not be weatherproof, making it unsuitable for outdoor conditions. (4) The product prioritizes lighting features over the query’s focus on a fan-only solution.
Customer Desire: Customer desires: (1) Independence (Desire 7) - to select a product that strictly matches their specifications. (2) Order (Desire 8) - to find a product that aligns with their predefined requirements. (3) Power (Desire 10) - to control their purchase decision based on clear criteria. (4) Tranquility (Desire 15) - to ensure the product is safe and functional for outdoor use.
Customer Intention: Customer intends: (1) To exclude products with integrated lighting. (2) To verify outdoor suitability of the product. (3) To seek alternatives that strictly meet the 'no light' and 'outdoor' criteria. (4) To confirm whether the product’s design compromises outdoor functionality.


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: barn door track and hardware kit
Product: U-MAX 6 Ft Sliding Barn Door Hardware Kit -Heavy Duty Sturdy, Smoothly and Quietly -Easy to Install - Fit 36"-40" Wide Door Panel (I Shape Hanger)

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 barn door track and hardware kit. 2. Customer believes the product is a sliding barn door hardware kit. 3. Customer believes the product includes an 'I Shape Hanger.' 4. Customer believes the product’s specifications (6 Ft length, compatibility with 36"-40" doors) are critical.
Customer Desire: 1. Customer desires a product that meets their exact specifications (Acceptance). 2. Customer desires clarity on whether the product includes a track (Curiosity). 3. Customer desires a secure and reliable installation (Tranquility). 4. Customer desires a product that aligns with standard barn door hardware conventions (Order).
Customer Intention: 1. Customer intends to confirm if the product includes a track. 2. Customer intends to verify compatibility with their door width. 3. Customer intends to ensure the hanger type matches their needs. 4. Customer intends to assess ease of 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: white dresses for women
Product: Women's V-Neck Embroidered Lace Floor Length Mermaid Dress White US18

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 customer is looking for a white dress for women. (2) The product is a white dress designed for women. (3) The product has specific features like a V-neck, lace embroidery, and a mermaid silhouette. (4) The product is available in size US18.
Customer Desire: Customer desires: (1) To find a white dress that aligns with their aesthetic preferences (Acceptance, Social Status). (2) To ensure the dress meets practical needs like size and style (Order). (3) To feel confident and socially validated in their choice (Social Status). (4) To efficiently fulfill their search without compromising on core requirements (Independence).
Customer Intention: Customer intends: (1) To confirm the product matches the query’s color and category. (2) To evaluate if the dress’s style (mermaid, floor-length) suits their needs. (3) To verify the size availability (US18). (4) To compare the product with other options for optimal satisfaction.


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: ice tea pitcher
Product: Mr. Coffee TM75 Iced Tea Maker, 1 EA, Blue

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. (Belief) Customer believes an 'ice tea pitcher' is a container designed to hold and serve iced tea. 2. (Belief) Customer believes the product 'Mr. Coffee TM75 Iced Tea Maker' is primarily a brewing appliance, not a pitcher. 3. (Belief) Customer believes the product may still hold iced tea after brewing. 4. (Belief) Customer believes pitchers are distinct from brewing machines but may overlap in functionality.
Customer Desire: 1. (Desire: Order) Customer desires a product that aligns with their expectation of a prepared, practical solution for iced tea. 2. (Desire: Curiosity) Customer desires clarity on whether the product meets their need for a pitcher. 3. (Desire: Power) Customer desires control over the iced tea preparation and serving process. 4. (Desire: Independence) Customer desires a self-reliant solution for making and storing iced tea.
Customer Intention: 1. (Intention) Customer intends to determine if the product can functionally replace a traditional pitcher. 2. (Intention) Customer intends to verify if the product includes a pitcher-like component. 3. (Intention) Customer intends to assess if the product’s brewing and storage features compensate for not being a standard pitcher. 4. (Intention) Customer intends to evaluate if purchasing the product would require additional items (e.g., a separate pitcher).


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: shelves for wall without screws
Product: Industrial Rustic Modern Wood Ladder Pipe Wall Shelf 4 Layer Pipe Design Bookshelf DIY Shelving

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 that 'shelves for wall without screws' require alternative mounting methods (e.g., adhesive strips, brackets). 2. Customer believes screwless installation is critical to avoid wall damage. 3. Customer believes visible screws would compromise aesthetics. 4. Customer believes screwless shelves are easier to install independently.
Customer Desire: 1. Customer desires Order (need for a prepared, screw-free installation environment). 2. Customer desires Independence (need to install without professional tools/help). 3. Customer desires Tranquility (need for secure, damage-free mounting). 4. Customer desires Curiosity (need to understand the product’s installation method).
Customer Intention: 1. Customer intends to identify shelves explicitly designed for screwless wall mounting. 2. Customer intends to verify if the product uses adhesive or clamp-based installation. 3. Customer intends to avoid products requiring visible screws. 4. Customer intends to prioritize ease of DIY 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: ipad air apple
Product: Apple MGL12LL/A iPad Air 2 Gray 9.7-Inch Retina Display, 16GB, Wi-Fi (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) The customer is looking for an iPad Air model. 2) The customer expects the product to be manufactured by Apple. 3) The customer assumes the product is new or refurbished. 4) The customer may prioritize specifications like storage (16GB) and Wi-Fi capability.
Customer Desire: Customer desires: 1) **Order** (need for precise alignment with query specifications, e.g., exact model name, storage, and condition). 2) **Curiosity** (need to confirm if the product matches the query). 3) **Acceptance** (need to ensure the product meets their expectations). 4) **Saving** (potential interest in a renewed product for cost efficiency).
Customer Intention: Customer intends: 1) Verify if the product is an iPad Air (not iPad Air 2). 2) Confirm the product’s storage capacity (16GB). 3) Ensure it is a genuine Apple product. 4) Assess the implications of the 'Renewed' status.


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: ware small animal playpen
Product: PawHut Small Animal Cage with Main House and Run for Rabbit, Guinea Pig, Hamster Indoor and Outdoor, 35" L

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

Customer Belief: 1. Customer believes a 'playpen' is an open, enclosed space for small animals to move freely during playtime. 2. Customer believes the product title mentions a 'cage,' which may imply confinement rather than open play. 3. Customer believes the product includes a 'run,' which might partially fulfill playpen functionality. 4. Customer believes the term 'ware' in the query could refer to a product category error (e.g., typo for 'wire' or 'ware' as a container).
Customer Desire: 1. Customer desires a product that fulfills the need for **physical activity** (Reiss’s desire #9) by providing space for small animals to exercise. 2. Customer desires **order** (Reiss’s desire #8) through a structured environment for their pet. 3. Customer desires **family** (Reiss’s desire #4) by ensuring their pet’s well-being. 4. Customer desires **independence** (Reiss’s desire #7) in setting up a self-contained play area.
Customer Intention: 1. Customer intends to confirm whether the product is a playpen rather than a cage. 2. Customer intends to assess if the cage’s 'run' can substitute for a playpen. 3. Customer intends to verify if the product meets size and functionality expectations. 4. Customer intends to resolve ambiguity in the query term 'ware.'


assistant

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