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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: christmas stickers
Product: Elcoho 600 Pieces Happy Snowman Face Stickers Assortment Snowman Face Roll Sticker Christmas Stickers for Party Favors Supplies

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 specifically designed for Christmas. (2) The product includes snowman-themed stickers, which are associated with winter and Christmas. (3) The quantity (600 pieces) is sufficient for party favors. (4) The product title explicitly mentions 'Christmas stickers,' indicating relevance.
Customer Desire: Customer desires: (1) Curiosity (to find Christmas-themed stickers for party needs). (2) Social contact (to enhance party experiences with festive decorations). (3) Order (to ensure party supplies are prepared and themed appropriately). (4) Saving (to acquire a large quantity for multiple uses).
Customer Intention: Customer intends: (1) Verify if the product matches the Christmas theme. (2) Confirm the quantity meets party requirements. (3) Assess the design variety (snowman faces) for festive suitability. (4) Ensure the product aligns with their party decoration goals.


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: reusable food wraps
Product: Farielyn-X Silicone Stretch Lids (12 Pack,Double Color,Various Size), Reusable Durable and Expandable Lids, Eco-friendly Stretch for Container, Bowl and Cup in Dishwasher, Refrigerator and Microwave

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 reusable food wraps are eco-friendly (Belief). Customer believes reusable food wraps should fit various container sizes (Belief). Customer believes reusable food wraps must be durable and reusable (Belief). Customer believes reusable food wraps need to function in appliances like dishwashers and microwaves (Belief).
Customer Desire: Customer desires eco-friendly products (Desire: Idealism). Customer desires organization and food preservation (Desire: Order). Customer desires cost-saving through reusability (Desire: Saving). Customer desires self-reliance in sustainable choices (Desire: Independence).
Customer Intention: Customer intends to purchase a product that reduces waste (Intention). Customer intends to find a versatile product for multiple container sizes (Intention). Customer intends to ensure product durability and compatibility with appliances (Intention). Customer intends to prioritize eco-friendly alternatives over disposable options (Intention).


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: black jumpsuit for women
Product: PRETTYGARDEN Women's Summer Casual Deep V Neck Short Sleeve Wrap Drawstring Waist Jumpsuit Romper 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 jumpsuit. (Belief) (2) The product is black. (Belief) (3) The product is designed for women. (Belief) (4) The product may align with their preferred style (e.g., casual, summer). (Belief)
Customer Desire: Customer desires: (1) Acceptance (to find a product that matches their aesthetic preferences). (Desire) (2) Order (to efficiently locate a specific item matching the query). (Desire) (3) Social status (to wear attire that enhances their social image). (Desire) (4) Independence (to select a product reflecting personal style). (Desire)
Customer Intention: Customer intends: (1) Verify if the product is a jumpsuit. (Intention) (2) Confirm the color matches the query. (Intention) (3) Assess if the design aligns with their needs (e.g., occasion, fit). (Intention) (4) Determine if the product’s features (e.g., neckline, sleeve length) meet expectations. (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: #4 pads without wings
Product: Always Ultra Thin Long Super Pads, 20-Count

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 be size #4, (2) the product should not have wings, (3) wings are undesirable or uncomfortable for their needs, (4) size #4 is a critical requirement for proper fit.
Customer Desire: Customer desires: (1) Order (need for a product that matches exact specifications), (2) Tranquility (need to avoid discomfort or insecurity from incorrect product features), (3) Independence (need to make a confident, self-reliant choice), (4) Curiosity (need to confirm product details align with requirements).
Customer Intention: Customer intends: (1) to purchase pads that strictly meet the #4 size and wingless criteria, (2) to avoid products with wings, (3) to verify if the product’s size aligns with #4, (4) to ensure the product provides adequate functionality despite missing explicit size labeling.


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: winter silk flowers
Product: Nearly Natural 4548 Magnolia, Pine, and Berry Holiday Arrangement in Glass Vase , White , 14.25'' x 7.25'' x 8.25''

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 silk floral arrangement. 2. Customer believes the product is intended for winter decoration. 3. Customer believes 'Holiday Arrangement' refers to winter holidays. 4. Customer believes the product may not explicitly mention 'silk' or 'winter' in the title.
Customer Desire: 1. Customer desires seasonal decor (Order). 2. Customer desires aesthetically pleasing home items (Social Status). 3. Customer desires durable, low-maintenance decor (Saving). 4. Customer desires a product matching their specific query (Tranquility).
Customer Intention: 1. Customer intends to purchase winter-themed decor. 2. Customer intends to confirm if the product uses silk materials. 3. Customer intends to verify if the arrangement suits winter aesthetics. 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: lounge dresses for women
Product: POGT Women Floral Print Sundress Sleeveless Shift Dress (XL, 1)

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

Customer Belief: 1. Customer believes 'lounge dresses' prioritize comfort and relaxation. 2. Customer believes the product is a sundress, which is typically associated with outdoor/casual wear. 3. Customer believes floral prints and sleeveless designs may align with lounge aesthetics. 4. Customer believes the product's 'Shift Dress' style might offer loose-fitting comfort.
Customer Desire: 1. Customer desires a dress for relaxation (Tranquility). 2. Customer desires a stylish yet comfortable garment (Social Status). 3. Customer desires practicality in clothing (Order). 4. Customer desires social approval in appearance (Acceptance).
Customer Intention: 1. Customer intends to find a dress matching the 'lounge' style. 2. Customer intends to verify if the sundress can serve as a lounge dress. 3. Customer intends to compare the product with typical lounge dress features. 4. Customer intends to assess functional substitutability despite category differences.


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: ripped capris for women plus size
Product: Bandolino Women's Misses Bella All Day Comfort Pull On Knit Denim Legging, Belmont, Medium

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) 'ripped capris' are distinct from leggings. (2) 'plus size' indicates a need for larger sizes, but the product is labeled 'Medium'. (3) 'knit denim legging' may not match the style or durability of 'ripped capris'. (4) The product lacks explicit mention of 'ripped' detailing.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to wear fashionable, trendy clothing. (2) Order (Desire 8) - to find a product that precisely matches the query. (3) Independence (Desire 7) - to select clothing that aligns with personal style. (4) Tranquility (Desire 15) - to avoid discomfort from ill-fitting or unsuitable clothing.
Customer Intention: Customer intends: (1) To confirm if the product is capris, not leggings. (2) To verify size availability for plus-size needs. (3) To check for 'ripped' design elements. (4) To assess if the product can substitute capris despite being leggings.


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: purple crown
Product: Gildan Men's Ultra Cotton T-Shirt, Style G2000, 2-Pack, Purple, 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) 'purple' is a key color requirement in the query. (2) 'crown' refers to a specific design, brand, or symbolic element not explicitly mentioned in the product title. (3) the product is a basic purple t-shirt without explicit crown-related features. (4) the product may partially match the query due to the color 'purple'.
Customer Desire: Customer desires: (1) **Social Status (Desire 14)** - to acquire an item that aligns with their aesthetic or symbolic preferences (e.g., purple as a regal color). (2) **Curiosity (Desire 2)** - to confirm if the product includes a 'crown' element. (3) **Order (Desire 8)** - to find a product that strictly matches all query specifications.
Customer Intention: Customer intends: (1) to purchase a purple item. (2) to verify if the product includes a 'crown' design. (3) to compare the product with alternatives that include both 'purple' and 'crown'. (4) to consider the product as a functional substitute if the 'crown' aspect is non-essential.


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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: corning ware lids french white
Product: CorningWare (1) FS-1-PC 2.5Qt French White Lid and (1) F-5-PC 1.5Qt French White Lid

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

Customer Belief: 1. Customer believes they need CorningWare lids in French White. 2. Customer believes the product includes two lids in French White. 3. Customer believes the query does not specify quantity or size. 4. Customer believes the product may include sizes (2.5Qt and 1.5Qt) not explicitly mentioned in the query.
Customer Desire: 1. Customer desires Order (need for a prepared, exact match to specifications). 2. Customer desires Saving (need to acquire the correct product efficiently). 3. Customer desires Independence (need to self-resolve the query without ambiguity). 4. Customer desires Tranquility (need to avoid uncertainty about product relevance).
Customer Intention: 1. Customer intends to confirm the product matches all query specifications. 2. Customer intends to accept the product if it fulfills the core requirements (brand, color, type). 3. Customer intends to disregard unspecified details (sizes/quantities) if they are secondary. 4. Customer intends to prioritize exact keyword matches (CorningWare, French White, lids).


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: navy wings license plate frame
Product: 2 Pack AB Crystal License Plate Frame for Women,Luxury Rhinestone Sparkling License Plate Frame with Giftbox & Diamond Bling Cap Screw 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: 1. Customer believes they need a license plate frame with a 'navy wings' design. 2. Customer believes the product should match the 'navy' color and 'wings' theme. 3. Customer believes the product title should explicitly mention 'navy wings' to meet their expectations. 4. Customer believes aesthetic alignment (e.g., color, design) is critical for their purchase.
Customer Desire: 1. Customer desires **Order** (need for a prepared, specific design matching 'navy wings'). 2. Customer desires **Social Status** (need for a product that reflects personal style or uniqueness). 3. Customer desires **Saving** (need to avoid purchasing mismatched items). 4. Customer desires **Curiosity** (need to confirm if the product aligns with their vision).
Customer Intention: 1. Customer intends to verify if the product includes 'navy wings' design. 2. Customer intends to compare the product’s description with their requirements. 3. Customer intends to seek alternatives if the product does not match. 4. Customer intends to prioritize functional and aesthetic accuracy over generic substitutes.


assistant

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