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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: play station 3
Product: CHENGDAO Wireless Controller 2 Pack Compatible with Playstation 3 with High Performance Double Shock,Motion Control,USB Cable (Skull + Galaxy)

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 the product is specifically designed for Playstation 3. (Belief) | Customer believes the product is a third-party accessory rather than an official Sony product. (Belief) | Customer believes the product can function as a substitute for an original PS3 controller. (Belief) | Customer believes the product lacks official branding but includes key features like motion control and USB connectivity. (Belief)
Customer Desire: Customer desires a cost-effective alternative to official PS3 controllers (Desire: Saving). (Desire) | Customer desires a functional controller that ensures compatibility with their Playstation 3 (Desire: Order). (Desire) | Customer desires to enhance their gaming experience with reliable accessories (Desire: Social Status). (Desire) | Customer desires control over their gaming setup (Desire: Power). (Desire)
Customer Intention: Customer intends to purchase a controller that works with their Playstation 3. (Intention) | Customer intends to find a cheaper alternative to official Sony products. (Intention) | Customer intends to verify compatibility and performance of the controller. (Intention) | Customer intends to prioritize functionality over brand authenticity. (Intention)


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: farmhouse frame set
Product: kieragrace KG Farmhouse Gallery Frame Set - Set of 5, Mixed Pack (PH40175-5INT)

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 'farmhouse' style frame set. 2. Customer believes the product includes multiple frames (Set of 5). 3. Customer believes the product is part of a 'gallery frame' collection. 4. Customer believes the brand 'kieragrace KG' may influence quality or style alignment.
Customer Desire: 1. Customer desires a product that matches the 'farmhouse' aesthetic (Desire: Order - need for a prepared, conventional environment). 2. Customer desires a complete set of frames to avoid purchasing individual pieces (Desire: Saving - need to accumulate a functional set). 3. Customer desires assurance of product quality and style alignment (Desire: Curiosity - need to confirm specifications). 4. Customer desires a cohesive home decor solution (Desire: Social status - need for socially appealing aesthetics).
Customer Intention: 1. Customer intends to verify if the product matches the 'farmhouse' style. 2. Customer intends to confirm the set includes all necessary frames (quantity: 5). 3. Customer intends to assess brand reliability for style consistency. 4. Customer intends to ensure the product fulfills both aesthetic and functional requirements.


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: boys high top cleats
Product: Littleplum Kids Soccer Cleats Boys Football Boots Cleats Soccer Shoes High-top Sock Shock Buffer Outdoor for Boys Girls(Little Kid/Big Kid)

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. 2. Customer believes the product includes high-top design. 3. Customer believes the product is soccer-specific. 4. Customer believes the product is suitable for kids (little/big kid).
Customer Desire: 1. Customer desires **Order** (need for specific features like high-top cleats). 2. Customer desires **Family** (need to purchase functional footwear for their children). 3. Customer desires **Social status** (need for age-appropriate and sport-specific footwear). 4. Customer desires **Power** (need to control the purchase decision by matching exact specifications).
Customer Intention: 1. Customer intends to find cleats that strictly match the query’s specifications (boys, high-top). 2. Customer intends to verify if the product’s age range (little/big kid) aligns with their child’s needs. 3. Customer intends to compare the product with alternatives to ensure it fulfills all requirements. 4. Customer intends to confirm the product’s gender specificity (boys vs. unisex).


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: acrylic paint brush case without brushes
Product: Acrylic Paint Brush Set, 6 Packs / 60 pcs Nylon Hair Brushes for All Purpose Oil Watercolor Painting Artist Professional Kits

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 query specifies a 'case without brushes', (2) the product title mentions a 'brush set' with 60 brushes, (3) a 'case' is likely included in the product but not explicitly stated, (4) the product does not explicitly exclude brushes.
Customer Desire: Customer desires: (1) Saving (need to avoid unnecessary purchases of brushes they already own), (2) Order (need for a dedicated storage solution for existing brushes), (3) Independence (need to avoid bundled items they don’t require), (4) Practicality (need for a functional case matching their exact requirement).
Customer Intention: Customer intends: (1) Find a case explicitly designed to hold brushes without including brushes, (2) Avoid purchasing redundant brushes, (3) Confirm product details to ensure no brushes are included, (4) Prioritize products that strictly match the query.


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: girls shoes size 12
Product: Crocs Kids' Classic Clog , Black, 12 Little Kid

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 intended for girls; (2) 'size 12 Little Kid' corresponds to the requested 'size 12'; (3) Crocs clogs qualify as 'shoes' in the query; (4) the product’s color (black) is acceptable.
Customer Desire: Customer desires: (1) Order (need for correct size and functional footwear); (2) Social Status (need for age-appropriate and socially acceptable shoes); (3) Family (need to purchase footwear for their child); (4) Independence (need to make a confident purchase decision).
Customer Intention: Customer intends: (1) confirm if 'Little Kid' sizing aligns with their understanding of 'size 12'; (2) verify if Crocs clogs meet their definition of 'shoes'; (3) ensure the product targets the correct age group (e.g., older girls vs. younger kids); (4) validate the product’s gender-specificity (girls vs. unisex).


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: red accent table
Product: Powell Furniture Powell Round Shelf, Red Table

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 table. 2. Customer believes the product is red. 3. Customer believes the product can serve as an accent piece. 4. Customer believes the product might match their decor style.
Customer Desire: 1. Customer desires a product that fulfills their functional and aesthetic needs (Order). 2. Customer desires validation of their choice to ensure social approval (Acceptance). 3. Customer desires clarity on whether the product aligns with their vision (Curiosity). 4. Customer desires a product that enhances their home’s visual appeal (Social Status).
Customer Intention: 1. Customer intends to verify if the product is a table. 2. Customer intends to confirm the color matches their expectations. 3. Customer intends to assess if the product functions as an accent piece. 4. Customer intends to compare the product with alternatives.


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: long sleeve tee shirts pack mens
Product: Amazon Brand - Peak Velocity Men's Tech-Stretch Long Sleeve Quick-Dry Loose-Fit T-Shirt, Dark Grey Heather, 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) The product is a long sleeve tee shirt for men. (2) The product may not be part of a pack. (3) The product has additional features like 'tech-stretch' and 'quick-dry' not explicitly mentioned in the query. (4) The product is available in a specific size (Large) and color (Dark Grey Heather).
Customer Desire: Customer desires: (1) Order (need for products matching exact specifications like 'long sleeve tee shirts pack mens'). (2) Independence (need to select a product that aligns with their requirements without compromise). (3) Saving (need to acquire multiple shirts in a pack for cost efficiency). (4) Physical activity (implied desire for functional clothing if the product’s 'quick-dry' feature is relevant).
Customer Intention: Customer intends: (1) Purchase a pack of long sleeve tee shirts for men. (2) Prioritize basic, non-specialized shirts over performance-oriented ones. (3) Verify if the product is sold in a multi-pack. (4) Consider the product as a substitute if pack availability is flexible.


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: yellow box
Product: Yellow Box Women's Feliks Sandal, Black, 7.5 M 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: 1. Customer believes 'yellow box' refers to a brand or product line. 2. Customer believes the product is associated with the 'Yellow Box' brand. 3. Customer believes the product is a sandal, not a literal box. 4. Customer believes the product’s color (black) does not match the query’s implied color (yellow).
Customer Desire: 1. Customer desires a product matching the 'Yellow Box' brand (Honor/Social Status). 2. Customer desires accurate color alignment (Order). 3. Customer desires clarity on whether the product is a literal box (Curiosity). 4. Customer desires to confirm the product’s relevance to their needs (Independence).
Customer Intention: 1. Customer intends to verify if the product belongs to the 'Yellow Box' brand. 2. Customer intends to check for color consistency. 3. Customer intends to confirm the product type (sandal vs. box). 4. Customer intends to compare the product with alternatives.


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: lego game of thrones minifigures
Product: LEGO Minecraft The Zombie Cave 21141 Building Kit with Popular Minecraft Characters Steve and Zombie Figure, separate TNT Toy, Coal and more for Creative Play (241 Pieces)

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) LEGO products often include minifigures. (2) 'Game of Thrones' is a distinct theme with unique characters. (3) The query specifies a need for 'Game of Thrones' minifigures. (4) The product title mentions 'Minecraft,' a different franchise.
Customer Desire: Customer desires: (1) To acquire LEGO minifigures aligned with the 'Game of Thrones' theme (Desire: Curiosity, Social Status). (2) To ensure thematic accuracy for collection or play (Desire: Order, Saving). (3) To avoid unrelated products (Desire: Independence, Tranquility).
Customer Intention: Customer intends: (1) Verify if the product matches the 'Game of Thrones' theme. (2) Confirm the presence of specific 'Game of Thrones' characters. (3) Compare the product’s theme to the query’s requirements. (4) Reject products with mismatched themes.


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: 10 inch x 8 boat trailer rims without tire
Product: MICTUNING Heavy Duty 7 Way Plug Inline Trailer Cord with 7 Gang Junction Box - 8 Feet, Weatherproof

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 10-inch x 8 boat trailer rims without tires; (2) the product must match the exact specifications (size, type) for their trailer; (3) tires are not required; (4) compatibility with their boat trailer is critical.
Customer Desire: Customer desires: (1) Order (need for precise specifications to ensure functionality) (Reiss's #8); (2) Independence (to repair or maintain their trailer without relying on others) (Reiss's #7); (3) Honor (to use correct parts for safety and reliability) (Reiss's #5); (4) Power (to control the quality and suitability of the product) (Reiss's #10).
Customer Intention: Customer intends: (1) to purchase rims that precisely match the 10-inch x 8 size; (2) to avoid purchasing unnecessary components like tires; (3) to ensure compatibility with their boat trailer; (4) to buy from a reliable seller.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.