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

Query: mandalorian this is the way
Product: Utopia Sport I Have Spoken T-Shirt (S-5X) (XXX-Large, 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) 'Mandalorian' refers to the Star Wars TV show. (2) 'This is the way' is a popular phrase from the Mandalorian. (3) The product title 'I Have Spoken' is another iconic phrase from the Mandalorian (spoken by the character Kuiil). (4) The product is a T-shirt related to the Mandalorian fandom.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to express affiliation with the Mandalorian fandom. (2) Idealism (Desire 6) - to align with the values/identity represented by the show. (3) Curiosity (Desire 2) - to acquire knowledge about Mandalorian-themed merchandise. (4) Independence (Desire 7) - to assert individuality through fandom expression.
Customer Intention: Customer intends: (1) To purchase a T-shirt referencing the Mandalorian. (2) To confirm if 'I Have Spoken' is authentically tied to the show. (3) To verify if the design matches expectations for Mandalorian merch. (4) To find merchandise that resonates with specific show quotes.


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: cheap phones
Product: [Upgraded] TOPGO Cup Holder Phone Holder for Car, Car Cup Holder Phone Mount Universal Adjustable Gooseneck Cup Holder Cradle Car Mount for Cell Phone iPhone,Samsung,LG (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 is a phone, (2) the product is inexpensive, (3) the product meets their budget constraints, (4) the product is a functional device for communication.
Customer Desire: Customer desires: (1) Saving (to accumulate affordable products), (2) Independence (to make a cost-effective purchase without financial strain), (3) Order (to find a product that aligns with their budget planning), (4) Curiosity (to explore budget-friendly options).
Customer Intention: Customer intends: (1) to purchase a low-cost phone, (2) to compare prices of budget phones, (3) to prioritize affordability over advanced features, (4) to avoid overspending on a phone.


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

Query: newborn bed prop
Product: Kids Upholstered Shoot Photography Props Newborn Children's Chair Girl Boy Seating Chair Small Sofa Photo Suit

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 newborn photography, (2) the product is a seating chair, not a bed prop, (3) the product can be used for posing newborns during photoshoots, (4) the product may lack features specific to bed props (e.g., soft bedding support).
Customer Desire: Customer desires: (1) Family (need to care for offspring by ensuring safe and comfortable props), (2) Order (need for a prepared, stable environment for newborn photography), (3) Saving (need to accumulate functional items for photography), (4) Social status (need for high-quality props to showcase newborn photos).
Customer Intention: Customer intends: (1) to purchase a photography prop suitable for newborns, (2) to use the chair as a substitute for a bed prop, (3) to verify if the chair’s design supports newborn safety, (4) to combine the chair with additional bedding for comfort.


assistant

Answer: D: The product is irrelevant to the query.
Task: Multiclass_Product_Classification


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


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

Query: gold birthday numbers boards
Product: LUTER Gold 3D Diamond Shape Happy Birthday Cake Candles with Fold Design Number Candles Number 1 Birthday Candle Cake Topper Decoration for Party Kids Adults

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 birthday decoration. 2. Customer believes the product includes numbers. 3. Customer believes the product is gold-colored. 4. Customer believes the product is a flat or board-like item.
Customer Desire: 1. Customer desires **Order** (need for prepared, established decorations). 2. Customer desires **Social Status** (need for visually impressive, gold-themed items). 3. Customer desires **Social Contact** (need to host a memorable party). 4. Customer desires **Saving** (need to acquire functional decorations efficiently).
Customer Intention: 1. Customer intends to purchase a birthday decoration with numbers. 2. Customer intends to use the product for a birthday cake or party setup. 3. Customer intends to find a product matching 'gold,' 'numbers,' and 'board' specifications. 4. Customer intends to consider alternatives if the product does not fully meet the query.


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: chase dreams not cowboys
Product: Team Golf NFL Dallas Cowboys Embroidered Golf Towel, Checkered Scrubber Design, Embroidered Logo

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 'cowboys' in the query refers to the Dallas Cowboys team. 2. Customer believes the product is explicitly tied to the Dallas Cowboys. 3. Customer believes the phrase 'chase dreams not cowboys' implies prioritizing personal aspirations over team/sports loyalty. 4. Customer believes the product is sports-related and targets fans of the Dallas Cowboys.
Customer Desire: 1. **Independence** (Desire 7): Customer desires to assert individuality by avoiding association with the Dallas Cowboys. 2. **Idealism** (Desire 6): Customer desires to align purchases with personal values (e.g., rejecting sports fandom). 3. **Power** (Desire 10): Customer desires control over self-expression by rejecting team-branded items. 4. **Social status** (Desire 14): Customer desires to avoid perceived affiliation with a specific team to maintain neutral social standing.
Customer Intention: 1. Customer intends to avoid purchasing Dallas Cowboys merchandise. 2. Customer intends to seek products symbolizing personal goals ('dreams'). 3. Customer intends to find non-sports-related alternatives. 4. Customer intends to use the product ironically, contradicting the query’s message.


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: flatware set w hostess set
Product: Ginkgo International Lafayette 42-Piece Stainless Steel Flatware Place Setting, Service for 8 Plus 2-Piece Hostess Set

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 include both a flatware set and a hostess set; (2) the hostess set is a distinct component; (3) the product should specify the number of pieces; (4) stainless steel is a preferred material.
Customer Desire: Customer desires: (1) Order (need for a prepared, complete set matching specifications); (2) Saving (need to acquire a comprehensive set); (3) Social Contact (need to host others effectively); (4) Honor (need to adhere to traditional dining standards).
Customer Intention: Customer intends: (1) to purchase a flatware set with a hostess set; (2) to verify the product includes the exact components (flatware + hostess set); (3) to confirm the total number of pieces (42) and service size (8 people); (4) to ensure the material (stainless steel) meets expectations.


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: rejuvacote nail growth system
Product: duri Rejuvacote 1 Original Maximum Strength Nail Growth System Base,Top Coat - Treatment, Nail Repair

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 'Rejuvacote' is specifically formulated for nail growth and repair. 2. Customer believes the product must include both base and top coat components. 3. Customer believes 'Maximum Strength' indicates superior efficacy. 4. Customer believes the product name 'Rejuvacote' is critical for authenticity.
Customer Desire: 1. Customer desires effective nail repair (Saving - accumulating healthy nails). 2. Customer desires a trusted, established product (Order - prepared environment). 3. Customer desires personal grooming maintenance (Physical Activity - body care). 4. Customer desires assurance of product legitimacy (Tranquility - security).
Customer Intention: 1. Customer intends to purchase the exact 'Rejuvacote' product. 2. Customer intends to verify the inclusion of base and top coat. 3. Customer intends to confirm 'Maximum Strength' labeling. 4. Customer intends to avoid non-authentic 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: motor tool dewalt
Product: DEWALT 20V MAX XR Hammer Drill, Brushless, 3-Speed, Tool Only (DCD996B)

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) DeWalt is a reputable brand for motor tools. 2) The product is a DeWalt-branded tool. 3) The product is a power tool (motor tool). 4) The product’s specifications (e.g., brushless motor, 20V MAX XR) indicate high performance.
Customer Desire: Customer desires: 1) Curiosity (to acquire a tool matching their needs). 2) Tranquility (to ensure the product is reliable and safe). 3) Physical Activity (to complete tasks efficiently with a functional tool). 4) Power (to control work outcomes with a high-performance tool).
Customer Intention: Customer intends: 1) Confirm the product is a DeWalt motor tool. 2) Verify the product’s specifications align with their requirements. 3) Ensure the tool is a standalone product (not requiring additional purchases). 4) Check compatibility with existing DeWalt tools/batteries.


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: bulletin board awning
Product: Beistle , 2 Piece 3-D Awning Wall Decorations, 24.75" x 8.75" (Red/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 an awning for a bulletin board, (2) the product is decorative rather than functional, (3) the product's dimensions (24.75" x 8.75") may not fully cover a standard bulletin board, (4) the red/white color scheme aligns with typical bulletin board aesthetics.
Customer Desire: Customer desires: (1) Order (need for a prepared environment via organizing a bulletin board), (2) Saving (need to accumulate functional decor), (3) Social contact (need to display information for others via the board), (4) Idealism (need to create an aesthetically pleasing space).
Customer Intention: Customer intends: (1) Purchase a functional awning for a bulletin board, (2) Use the product as decorative wall art, (3) Substitute the product for a traditional bulletin board awning, (4) Combine the product with other items to meet the query's 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: raw rolling papers organix
Product: Raw Unrefined Organic 1.25 1 1/4 Size Cigarette Rolling Papers, 50 Count (Pack of 6)

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) 'Raw' refers to the brand or unrefined quality. (2) 'Organix' implies a requirement for organic certification. (3) 'Rolling papers' must match the standard 1.25 size. (4) The product should come in a standard pack size (e.g., 50 count).
Customer Desire: Customer desires: (1) **Order** (need for precise specifications like organic, size, and brand). (2) **Idealism** (preference for environmentally friendly/organic products). (3) **Independence** (trust in a specific brand like Raw). (4) **Curiosity** (clarity on product details).
Customer Intention: Customer intends: (1) Confirm the product is organic and unrefined. (2) Verify the 1.25 size matches their needs. (3) Ensure the brand is Raw. (4) Check if the pack size (50 count × 6) aligns with expectations.


assistant

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