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: suction shower caddy
Product: Shower Caddy Suction Cup Shower Shelf Suction Shower Basket One Second Installation Removable Powerful Shower Organizer Max Hold 22lbs Suction Bathroom Caddy Waterproof Shower Storage - 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: 1. Customer believes a 'suction shower caddy' should use suction cups for installation. 2. Customer believes the product is intended for bathroom/shower storage. 3. Customer believes the product should securely hold toiletries. 4. Customer believes the product should be easy to install and remove without damaging walls.
Customer Desire: 1. **Order** (Desire 8): Customer desires an organized shower environment. 2. **Saving** (Desire 12): Customer desires to accumulate and store bathroom items efficiently. 3. **Independence** (Desire 7): Customer desires a self-reliant installation process (no tools required). 4. **Tranquility** (Desire 15): Customer desires a secure product to prevent falls or damage.
Customer Intention: 1. Customer intends to identify a shower caddy with suction-based installation. 2. Customer intends to verify the product’s weight capacity (22lbs). 3. Customer intends to confirm ease of installation ('One Second Installation'). 4. Customer intends to ensure the product is waterproof and durable.


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: 50 new disposable face masks surgical
Product: Decor and Home Disposable Face Masks, 50 Pack, Black, 3-Ply, Single Daily Use, Face Mask for Women & Men

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

Customer Belief: Customer believes: (1) the product is disposable and comes in a 50-pack, matching the quantity and type mentioned in the query. (2) the product does not explicitly mention 'surgical' in its title, which is a key specification in the query. (3) the product includes 'Decor and Home' in its name, suggesting a focus on aesthetics or general use rather than medical/surgical purposes. (4) the 3-ply design might align with basic surgical mask standards, but this is not confirmed in the product title.
Customer Desire: Customer desires: (1) Order (need for a product that matches all specified criteria). (2) Tranquility (need for safety assurance, which 'surgical' masks imply). (3) Power (need to control the outcome by ensuring the product meets their requirements). (4) Social Status (implicit desire for masks that signal professionalism or compliance with medical standards).
Customer Intention: Customer intends: (1) to confirm whether the product meets surgical-grade standards despite the lack of explicit labeling. (2) to compare this product with others that explicitly mention 'surgical' masks. (3) to consider this product as a functional substitute if surgical certification is not critical. (4) to reject the product if 'surgical' designation is non-negotiable.


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: hair waver
Product: WESOPAN Hair Waver for Deep Waves, Crimper Hair Iron Curling Barrel Fast Heating Ceramic Beach Waver Curler

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 to create deep waves in hair. 2. Customer believes the product is a type of curling iron. 3. Customer believes the product heats up quickly. 4. Customer believes the product is suitable for achieving beach-style waves.
Customer Desire: 1. Customer desires to achieve a trendy hairstyle (Social Status). 2. Customer desires to efficiently style their hair (Independence). 3. Customer desires to understand the product’s functionality (Curiosity). 4. Customer desires a reliable tool for consistent results (Order).
Customer Intention: 1. Customer intends to purchase a tool specifically for creating waves. 2. Customer intends to compare this product with other hair wavers. 3. Customer intends to verify if the product’s features align with their styling needs. 4. Customer intends to use the product for versatile hairstyles beyond basic waves.


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: wire wings costume
Product: Kids Butterfly Wings Costume for Girls Dress Up Mask - Children Halloween Fairy Princess Role Play Party Favors (Rainbow 1)

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) wire wings are necessary for costume structure, 2) wire provides durability/shape, 3) the costume is for events like Halloween/role-play, 4) wire wings enhance realism.
Customer Desire: Customer desires: 1) Order (product matches 'wire wings' specification), 2) Social status (costume looks impressive), 3) Saving (avoids buying additional items), 4) Curiosity (seeks accurate product alignment).
Customer Intention: Customer intends: 1) Find a wire-based wings costume, 2) Use non-wire wings as a substitute, 3) Combine with wire accessories, 4) Prioritize aesthetics over material.


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: decora white switch
Product: Leviton D215S-2RW Decora Smart Wi-Fi Switch (2nd Gen), Works with Hey Google, Alexa, Apple HomeKit/Siri, and Anywhere Companions, No Hub Required, Neutral Wire Required, 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 is a Decora-style switch; (2) the product is white; (3) the product is a basic on/off switch; (4) the product is compatible with standard wiring setups.
Customer Desire: Customer desires: (1) Order (need for a prepared, established product matching specifications); (2) Saving (need to avoid purchasing incompatible or redundant products); (3) Independence (need for a self-sufficient solution without additional hubs); (4) Tranquility (need for a secure, reliable product).
Customer Intention: Customer intends: (1) Confirm the product matches the Decora design; (2) Verify the color is white; (3) Ensure no hub is required; (4) Confirm neutral wire compatibility.


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: push up bras for women
Product: Fruit of the Loom Women's 2-Pack T-Shirt Bra, White/Blushing Rose, 38A

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 push-up bras are designed to enhance cleavage and provide lift. 2. Customer believes the product title must explicitly mention 'push-up' to meet their needs. 3. Customer believes T-shirt bras prioritize smoothness over lift. 4. Customer believes a lack of 'push-up' in the product title indicates it does not fulfill the query.
Customer Desire: 1. Customer desires social status (Desire 14) by seeking a bra that enhances their appearance. 2. Customer desires order (Desire 8) to find a product that strictly matches the 'push-up' specification. 3. Customer desires independence (Desire 7) to confidently select a product that meets their criteria. 4. Customer desires romance (Desire 11) through a bra that boosts physical appeal.
Customer Intention: 1. Customer intends to verify if the product includes push-up features. 2. Customer intends to compare the product’s design with push-up bra attributes. 3. Customer intends to check for keywords like 'padding' or 'lift' in the product description. 4. Customer intends to reject the product if it lacks explicit push-up functionality.


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: womens sweatshirts without hoods
Product: Halife Womens Tunic Sweatshirts for Leggings,Ladies Lightweight Sweatshirt Lapel Zipper Loose Pullover Tops Grey 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: Customer believes: (1) The product is a women's sweatshirt. (2) The product lacks explicit mention of a hood. (3) The product has a lapel zipper and tunic design. (4) The product is lightweight and marketed for leggings.
Customer Desire: Customer desires: (1) Order (need for a product matching precise specifications like 'no hood'). (2) Independence (need for a distinct style aligned with preferences). (3) Social status (need for a garment that aligns with current fashion trends). (4) Tranquility (need for comfort and functionality).
Customer Intention: Customer intends: (1) Verify if the product has a hood. (2) Assess if the tunic style meets their definition of a sweatshirt. (3) Evaluate the relevance of the lapel zipper feature. (4) Confirm if the lightweight material 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: 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: headband board
Product: White Hair Bow Holder Organizer for Girls, Pink Burlap Ribbons, Headband, Hair Tie, Bow Organizers, Hair Accessories Storage Display, Toddler Baby Shower

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 'headband board' is a storage/organizational tool for headbands. (2) The product title mentions 'Headband' as one of the items it organizes. (3) The product is primarily designed for hair accessories like bows, ribbons, and hair ties. (4) The term 'board' in the query may imply a flat or rigid structure, while the product uses 'burlap ribbons' and is labeled as an 'organizer,' not explicitly a 'board.'
Customer Desire: Customer desires: (1) Order (need for an organized storage solution for headbands). (2) Saving (need to accumulate and efficiently store hair accessories). (3) Social status (need for a visually appealing display of accessories). (4) Independence (need for a self-reliant solution to manage clutter).
Customer Intention: Customer intends: (1) To confirm if the product explicitly matches the 'board' structure implied in the query. (2) To assess if the product can functionally substitute a 'headband board.' (3) To determine if the product’s design (e.g., burlap ribbons) aligns with their organizational needs. (4) To evaluate if the product’s focus on bows and ribbons overshadows its utility for headbands.


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: corning ware lids french white
Product: CorningWare French White 2.5-quart Oval Casserole with Glass Lid

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 lid; (2) the product's color (French White) matches their needs; (3) the lid is compatible with their existing CorningWare cookware; (4) the product may be part of a set.
Customer Desire: Customer desires: (1) to acquire a functional lid (Saving - need to accumulate/replace parts); (2) to ensure the lid matches their cookware's aesthetic (Order - need for conventional appearance); (3) to confirm compatibility (Curiosity - need to verify functionality); (4) to maintain brand consistency (Social Status - need for perceived quality).
Customer Intention: Customer intends: (1) to verify if the product explicitly includes a lid; (2) to confirm the lid's color and design match 'French White'; (3) to ensure the lid fits their existing cookware; (4) to determine if purchasing the product resolves their need for a lid.


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: orange curtains
Product: Ultra Soft Blackout Curtains for Bedroom 84 Inches Long Thermal Insulated Blackout Window Curtain for Living Room, Energy Efficicent Grommet Window Treatment Decorative Panel - Orange Ochre (1 Panel)

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's color 'Orange Ochre' matches their desired 'orange curtains'. (Belief) 2. Customer believes the product's blackout and thermal features are beneficial. (Belief) 3. Customer believes the 84-inch length is suitable for their needs. (Belief) 4. Customer believes a single panel may suffice or is unaware of typical panel requirements. (Belief)
Customer Desire: 1. Customer desires curtains that match their decor (Order - need for a prepared environment). (Desire) 2. Customer desires functional benefits like light blocking and energy efficiency (Tranquility - need for security; Saving - need to reduce costs). (Desire) 3. Customer desires aesthetic appeal (Social Status - need for decorative significance). (Desire)
Customer Intention: 1. Customer intends to purchase orange-colored curtains. (Intention) 2. Customer intends to prioritize functional features like blackout capabilities. (Intention) 3. Customer intends to verify the product’s dimensions. (Intention) 4. Customer intends to confirm the number of panels required. (Intention)


assistant

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