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: turmeric and green tea extract
Product: Starwest Botanicals Organic Turmeric Root Powder, 1 Pound Bulk

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) Turmeric and green tea extract are beneficial for health. 2) Organic products like turmeric powder are of higher quality. 3) The product contains turmeric, which matches part of the query. 4) Green tea extract is a distinct ingredient not included in the product.
Customer Desire: Customer desires: 1) Tranquility (need for health security via natural supplements). 2) Curiosity (need to verify product compatibility with their goals). 3) Order (preference for organic, labeled products). 4) Idealism (interest in holistic wellness).
Customer Intention: Customer intends: 1) Find a product containing both turmeric and green tea extract. 2) Use the turmeric product as a partial substitute. 3) Combine the turmeric product with a separate green tea extract. 4) Prioritize organic certification despite missing ingredients.


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: furrino end table beech
Product: FURINNO Simple Design End Table, 2-Pack, French Oak Grey/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) 'Furrino' is a brand or product name. 2) The end table should be made of beech wood. 3) The product should match the style/functionality of an end table. 4) The color or finish is important (beech typically has a light, natural wood tone).
Customer Desire: Customer desires: 1) Order (Desire 8: need for a prepared, conventional environment matching their decor). 2) Saving (Desire 12: need to acquire functional furniture efficiently, given the 2-pack). 3) Social status (Desire 14: preference for a brand like FURINNO for perceived quality). 4) Independence (Desire 7: need to make a self-reliant choice aligning with their specifications).
Customer Intention: Customer intends: 1) Verify if 'FURINNO' matches the queried 'Furrino' brand. 2) Confirm the material (beech vs. French Oak). 3) Assess color compatibility (French Oak Grey/Black vs. natural beech). 4) Evaluate the value of a 2-pack versus a single unit.


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: 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: northface womens fleece winter clearance
Product: Columbia Women's Plus Size Fast Trek II Jacket, Black, 2X

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) 'Northface' is a specific brand they are seeking. (2) The product should be a fleece, not a jacket. (3) The item should be part of a winter clearance sale. (4) The product should cater to women's winter apparel needs. (5) The product should ideally be lightweight (common for fleece).
Customer Desire: Customer desires: (1) Social Status (Reiss:14) - owning a reputable brand like Northface. (2) Saving (Reiss:12) - purchasing discounted clearance items. (3) Order (Reiss:8) - matching the specific query parameters (fleece, winter, brand). (4) Tranquility (Reiss:15) - staying warm and protected in winter.
Customer Intention: Customer intends: (1) Purchase a Northface-branded product. (2) Acquire a fleece garment for winter. (3) Find discounted winter apparel. (4) Ensure the product fits women's sizing preferences.


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: chrustmas shirts
Product: Simple Joys by Carter's Baby Girls' 5-Pack Long-Sleeve Bodysuit, Pink/Navy/Mint, 18 Months

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) 'Christmas shirts' refers to festive clothing for the holiday season. (2) The product is a baby girls' bodysuit pack, not explicitly labeled as 'Christmas' themed. (3) The product lacks overt holiday-related designs (e.g., Santa, snowflakes). (4) The product is age-specific (18 months) and gender-specific (baby girls).
Customer Desire: Customer desires: (1) **Order** (need for holiday-appropriate attire matching the query's theme). (2) **Family** (need to provide clothing for a child during Christmas). (3) **Social status** (need to dress a child in festive attire for social events). (4) **Curiosity** (need to confirm if the product aligns with the query).
Customer Intention: Customer intends: (1) To find clothing explicitly labeled or designed for Christmas. (2) To ensure the product is age-appropriate for their child. (3) To compare the product’s features (e.g., patterns, colors) with typical Christmas aesthetics. (4) To verify if the product can substitute for a Christmas-specific item.


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: rear window defroster repair kit
Product: Permatex 21351 Electrically Conductive Rear Window Defogger Tab Adhesive, Single Unit

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 rear window defroster is malfunctioning and requires repair. (2) A repair kit is necessary to fix the defroster. (3) The product (Permatex 21351) is designed for rear window defogger tab repairs. (4) Proper repair ensures safety and functionality of the defroster.
Customer Desire: Customer desires: (1) To repair the rear window defroster effectively (Curiosity/Need to gain knowledge). (2) To ensure the repair is safe and durable (Tranquility/Need for security). (3) To use a reliable product that matches the repair requirements (Order/Need for a prepared solution). (4) To avoid unnecessary expenses (Saving/Need to accumulate resources).
Customer Intention: Customer intends: (1) To purchase a product specifically labeled as a 'repair kit' for rear window defrosters. (2) To verify if the product includes all necessary components (e.g., adhesive, tabs, tools). (3) To compare the product’s specifications with the repair requirements. (4) To seek alternatives if the product does not fully meet the query’s specifications.


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: limited addition post it notes
Product: Post-it Super Sticky Recycled Notes, 3x3 in, 6 Pads, 2x the Sticking Power, Bali Collection, Pastel Colors (Lavender, Apricot, Blue, Pink, Mint), 30% Recycled Paper (654-6SSNRP)

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) 'limited addition' refers to a special or exclusive product version; (2) the product should explicitly mention 'limited edition' in its title/description; (3) unique design/colors (e.g., Bali Collection) might indicate exclusivity; (4) limited editions are often collectible or time-sensitive.
Customer Desire: Customer desires: (1) Social status (Desire 14) - owning a unique/exclusive item; (2) Saving (Desire 12) - collecting limited-edition products; (3) Curiosity (Desire 2) - exploring special features of the product; (4) Order (Desire 8) - preferring clearly labeled limited editions.
Customer Intention: Customer intends: (1) Confirm if the product is explicitly labeled as 'limited edition'; (2) Verify unique design/color attributes; (3) Check availability/quantity limitations; (4) Assess collectibility or exclusivity claims.


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: 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: whisk made in usa
Product: Sofease The Original Danish Dough Whisk - 304 Stainless Steel Ring Nonstick Dutch Whisk for Dough - Long Wooden Danish Dough Whisk Bread Mixer Handle Bundle with Flexible Plastic Scraper Cutter

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's country of origin (USA) is important; (2) the query explicitly requires 'made in USA'; (3) the product title does not mention 'USA' in its description; (4) the product is a whisk but may not meet the origin specification.
Customer Desire: Customer desires: (1) Honor (to align with values supporting domestic products); (2) Order (to ensure the product meets specified criteria); (3) Independence (to make a self-reliant purchasing decision); (4) Social Status (to feel pride in supporting local manufacturing).
Customer Intention: Customer intends: (1) confirm the product’s manufacturing origin; (2) compare with explicitly USA-made alternatives; (3) seek substitutes if origin is unsatisfied; (4) verify if the product title omits critical information.


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: huck towels
Product: Towels by Doctor Joe Blue 16" x 25" New Surgical Huck Towel, Pack of 12

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 'huck towel' as stated in the title. 2. Customer believes the product dimensions (16" x 25") and pack size (12) meet practical needs. 3. Customer believes the term 'surgical' might indicate a specialized use case. 4. Customer believes the brand 'Doctor Joe Blue' suggests medical-grade quality.
Customer Desire: 1. Customer desires a product that matches the exact specifications of their query (Order). 2. Customer desires assurance of product suitability for their intended use (Tranquility). 3. Customer desires value for money (Saving). 4. Customer desires clarity on whether the product aligns with general or specialized needs (Curiosity).
Customer Intention: 1. Customer intends to verify if the product is a standard huck towel. 2. Customer intends to assess if 'surgical' implies limitations for non-medical use. 3. Customer intends to confirm the size and quantity meet requirements. 4. Customer intends to compare this 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: adult dresses like psycho twins
Product: Nuoqi The Shining Grady Twins Costume Womens Blue Chiffon Sweet Lolita Dress Halloween Party Cosplay Costume Adult A XL

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 inspired by the 'Grady Twins' from *The Shining* (associated with horror, fitting 'psycho twins'). (Belief)
2. Customer believes the product is designed for adults (size 'Adult A XL'). (Belief)
3. Customer believes the product is suitable for Halloween/cosplay (stated in the title). (Belief)
4. Customer believes the 'sweet Lolita' style may deviate from a traditional 'psycho' aesthetic. (Belief)
Customer Desire: 1. **Social Status (Desire)**: Customer desires to stand out with a recognizable, iconic costume (e.g., Grady Twins).
2. **Idealism (Desire)**: Customer desires accuracy in portraying the 'psycho twins' from media.
3. **Order (Desire)**: Customer desires a costume that strictly matches the query specifications (e.g., adult sizing, horror theme).
4. **Romance (Desire)**: Customer may desire an aesthetically appealing costume (e.g., 'sweet Lolita' style).
Customer Intention: 1. Customer intends to purchase a costume resembling the Grady Twins from *The Shining*. (Intention)
2. Customer intends to ensure the costume is adult-sized. (Intention)
3. Customer intends to use the costume for Halloween/cosplay events. (Intention)
4. Customer intends to verify if the style aligns with a 'psycho' aesthetic. (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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: welcome sign
Product: Welcome Sign - Rustic Farmhouse Decor for the Home Sign - Wall Decorations for Living Room, Modern Farmhouse Wall Decor, Rustic Home Decor, Cute Room Decor with Solid Wood Frame - 8x17 Inch

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 'welcome sign' as stated in the title. 2. Customer believes the rustic farmhouse style aligns with popular home decor trends. 3. Customer believes the product’s dimensions (8x17 inch) and solid wood frame ensure durability and visibility. 4. Customer believes the product is intended for entryways or living rooms due to its wall-decoration label.
Customer Desire: 1. Customer desires **Acceptance** (to be appreciated for their home’s aesthetic). 2. Customer desires **Order** (to maintain a prepared, cohesive decor style). 3. Customer desires **Social Status** (to showcase their taste through modern farmhouse trends). 4. Customer desires **Saving** (to accumulate decor that serves both functional and aesthetic purposes).
Customer Intention: 1. Customer intends to purchase a welcome sign that matches their home’s rustic farmhouse theme. 2. Customer intends to ensure the sign is durable and appropriately sized. 3. Customer intends to use the sign to enhance their entryway or living room’s visual appeal. 4. Customer intends to find a versatile decor piece that fulfills both practical and stylistic needs.


assistant

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