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: science fiction books
Product: WhiteSpace: Season One

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 'WhiteSpace: Season One' is a book. 2. Customer believes the product title suggests a science fiction theme. 3. Customer believes 'Season One' implies it is part of a series. 4. Customer believes the product may not strictly be a book due to the term 'Season' (common in TV shows).
Customer Desire: 1. Customer desires to satisfy curiosity (Reiss: Curiosity) by exploring science fiction narratives. 2. Customer desires to acquire knowledge (Reiss: Curiosity) through reading. 3. Customer desires order (Reiss: Order) in finding a structured, genre-specific product. 4. Customer desires social status (Reiss: Social Status) by engaging with popular sci-fi content.
Customer Intention: 1. Customer intends to purchase a science fiction book. 2. Customer intends to verify if the product is a book. 3. Customer intends to assess if the product aligns with sci-fi themes. 4. Customer intends to compare the product with other sci-fi books.


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: glider cushion
Product: Klear Vu Tyson XL Gripper Non-Slip Extra Large Overstuffed Rocking Chair Pad Set, 2 Piece, Natural

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 'glider cushion' is designed for use with a glider or rocking chair. 2. Customer believes the cushion should provide non-slip functionality. 3. Customer believes the cushion must fit the size specifications of a glider/rocking chair. 4. Customer believes comfort and durability are essential qualities for a glider cushion.
Customer Desire: 1. **Order (Desire 8)**: Customer desires a product that fits their prepared environment (e.g., a glider/rocking chair). 2. **Tranquility (Desire 15)**: Customer desires safety and security (e.g., non-slip feature). 3. **Social status (Desire 14)**: Customer desires a product that enhances their comfort and social standing. 4. **Saving (Desire 12)**: Customer desires a long-lasting product to avoid frequent replacements.
Customer Intention: 1. Customer intends to purchase a cushion specifically designed for gliders/rocking chairs. 2. Customer intends to ensure the cushion has non-slip properties. 3. Customer intends to verify the product’s size compatibility. 4. Customer intends to prioritize comfort and durability.


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: how to parent without yelling
Product: 5 Love Languages Of Children: The Secret To Loving Children Effectively

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) Yelling may negatively impact children's emotional well-being. (2) Alternative parenting methods exist to replace yelling. (3) Understanding children's needs can reduce conflict. (4) Effective communication is key to peaceful parenting.
Customer Desire: Customer desires: (1) Family (to nurture offspring effectively). (2) Idealism (to create a just, harmonious family environment). (3) Tranquility (to ensure emotional security for children). (4) Social Contact (to strengthen parent-child relationships).
Customer Intention: Customer intends: (1) Learn non-confrontational communication strategies. (2) Discover methods to understand children's emotional needs. (3) Seek expert-backed parenting guidance. (4) Adopt positive discipline frameworks.


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: 1/2 inch avery binder
Product: Avery Heavy-Duty Framed View 3 Ring Binder, 0.5" Slant Rings, 1 Black Binder (68050)

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) Avery is a trusted brand for binders. (2) The required binder size is 1/2 inch (0.5 inches). (3) The product must be a binder with rings. (4) The rings’ type (e.g., slant rings) might be a critical feature.
Customer Desire: Customer desires: (1) Order (Desire 8) - to find a product that matches precise specifications. (2) Independence (Desire 7) - to avoid compromises on the stated requirements. (3) Saving (Desire 12) - to avoid wasting time/money on incorrect products. (4) Power (Desire 10) - to control the purchase outcome by ensuring exact alignment with needs.
Customer Intention: Customer intends: (1) Confirm the binder’s size matches 0.5 inches. (2) Verify the brand is Avery. (3) Check if the product has 3-ring functionality. (4) Ensure the rings are slant-type (if critical).


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: 26 toner
Product: TRUE IMAGE Compatible Toner Cartridge Replacement for HP 26A CF226A 26X CF226X Pro M402n M402dn M426 M402d M402dw Laser Jet MFP M426fdw M426fdn M402 M426dw Printer Ink (Black, 2-Pack)

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) '26 toner' refers to a toner cartridge compatible with HP 26-series printers. (2) The product title explicitly mentions compatibility with HP 26A, 26X, and related printer models. (3) The product is a third-party replacement, not an original HP cartridge. (4) The query does not specify additional requirements (e.g., color, pack size), but the product includes a 2-pack black toner.
Customer Desire: Customer desires: (1) Curiosity (to confirm compatibility with their specific HP printer model). (2) Tranquility (to ensure the product is reliable and safe for their printer). (3) Saving (to acquire a cost-effective replacement). (4) Order (to find a product that matches the query specifications precisely).
Customer Intention: Customer intends: (1) Verify if the product matches the '26 toner' query. (2) Confirm compatibility with their HP printer model (e.g., M402dn, M426fdw). (3) Ensure the product meets quality expectations despite being third-party. (4) Validate the 2-pack quantity and black color alignment 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: pure nature ashwagandha with black pepper
Product: Organic Turmeric & Ginger Capsules with BioPerine Black Pepper for Increased Absorption - 2 Way Muscle & Joint Support Supplement - Designed for Stomach Comfort - for Immune & Cardio Support

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) Ashwagandha is the primary desired ingredient (Belief). (2) Black pepper (e.g., BioPerine) is important for absorption (Belief). (3) The product lacks ashwagandha (Belief). (4) Turmeric/ginger are not direct substitutes for ashwagandha (Belief).
Customer Desire: Customer desires: (1) Physical activity/health benefits (Desire: Physical Activity). (2) Prepared, effective supplements (Desire: Order). (3) Accurate product matching (Desire: Curiosity). (4) Independence in selecting the correct product (Desire: Independence).
Customer Intention: Customer intends: (1) Find a product with ashwagandha and black pepper (Intention). (2) Avoid substitutes lacking ashwagandha (Intention). (3) Prioritize supplements with absorption-enhancing additives (Intention). (4) Seek clarity on product relevance (Intention).


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: to meme or not to meme
Product: Shop&Three Custom Design Photos or Text Outdoor/Indoor Throw Pillowcase,Personalized Pet Photo Pillow, Love Photo Throw Pillow,Wedding Keepsake Throw Pillow 18" x 18"

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 allows customization of photos or text. 2. Customer believes memes are a form of personal expression or humor. 3. Customer believes the phrase 'to meme or not to meme' references a playful or Shakespearean twist on meme culture. 4. Customer believes throw pillows are decorative items often used to showcase personality or humor.
Customer Desire: 1. Curiosity (Desire to create or engage with humorous/personalized content). 2. Social contact (Desire to share memes as a form of social interaction). 3. Social status (Desire to display unique or witty items to others). 4. Idealism (Desire to blend pop culture with creative expression).
Customer Intention: 1. Customer intends to purchase a pillow featuring a meme design. 2. Customer intends to personalize a pillow with humorous text or images. 3. Customer intends to use the pillow as a conversation starter or decorative humor. 4. Customer intends to gift a meme-themed item to someone.


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: clark shoes for women comfort
Product: Clarks Women's Sharon Dolly Loafer, Black Suede, 9 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 Clarks is a brand known for comfort. 2. Customer believes the product is designed for women. 3. Customer believes 'Sharon Dolly Loafer' refers to a specific style, but may not know if it prioritizes comfort. 4. Customer believes 'Black Suede' is a material/color detail unrelated to comfort.
Customer Desire: 1. Customer desires physical activity (comfortable shoes for daily use). 2. Customer desires social status (trust in a reputable brand like Clarks). 3. Customer desires order (a product matching all query specifications). 4. Customer desires independence (to find a product that meets their needs without compromise).
Customer Intention: 1. Customer intends to verify if the product explicitly addresses comfort. 2. Customer intends to confirm the product is designed for women. 3. Customer intends to check if the brand aligns with their trust in Clarks. 4. Customer intends to assess if the style (loafer) aligns with their comfort 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: tub wall mount high spout clawfoot tub faucet w/ handshower
Product: Oil Rubbed Bronze Vintage Wall Mount Clawfoot Tub Filler Kit With Drain, Single Offset Water Suppies, Floor Stops and Connection Fittings - Model KBFP-CCK269ORB-SO

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 wall-mounted faucet for clawfoot tubs; (2) the product includes a high spout; (3) the product includes a handshower; (4) the product’s Oil Rubbed Bronze finish matches their aesthetic preferences.
Customer Desire: Customer desires: (1) Order (need for a complete, functional setup) (Reiss’s #8); (2) Curiosity (need to confirm product specifications) (Reiss’s #2); (3) Social status (need for a stylish bathroom fixture) (Reiss’s #14); (4) Power (need to control installation success) (Reiss’s #10).
Customer Intention: Customer intends: (1) Verify if the product includes a handshower; (2) Confirm the spout height meets 'high spout' requirements; (3) Ensure compatibility with their clawfoot tub; (4) Check if all necessary components (e.g., floor stops, fittings) are included.


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: stearns
Product: Stearns Hydroprene Life Vest 2 Pack, 2 orange, 2XL

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 'stearns' refers to the brand Stearns. 2. Customer believes the product is a life vest for safety. 3. Customer believes the product's specifications (2XL, orange) are critical. 4. Customer believes the query lacks detailed requirements beyond the brand name.
Customer Desire: 1. Customer desires Order (Desire 8) - needing a product that matches the brand name. 2. Customer desires Tranquility (Desire 15) - seeking a reliable safety product. 3. Customer desires Acceptance (Desire 1) - wanting a product that aligns with their expectations. 4. Customer desires Independence (Desire 7) - preferring a self-reliant solution.
Customer Intention: 1. Customer intends to confirm the product is from the Stearns brand. 2. Customer intends to verify the product’s safety compliance. 3. Customer intends to assess if the size/color meets unstated preferences. 4. Customer intends to prioritize brand alignment over other attributes.


assistant

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