JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


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


user
Instruction: Analyze the query and product title to assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: oil filter wrench
Product: Oil Filter Wrench Set - 2pcs, Use as Jar Opener, Pipe Wrench, Rubber Strap Wrenches Used by Mechanics, Plumbers

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. (Belief) Customer believes the product is primarily an oil filter wrench. 2. (Belief) Customer believes the product has additional functionalities (jar opener, pipe wrench). 3. (Belief) Customer believes the product is designed for mechanics and plumbers. 4. (Belief) Customer believes the product includes two pieces for versatility.
Customer Desire: 1. (Desire: Independence) Customer desires a tool that specifically addresses their need for an oil filter wrench. 2. (Desire: Tranquility) Customer desires a reliable and secure tool for their tasks. 3. (Desire: Saving) Customer desires a product that offers value through multiple uses. 4. (Desire: Social Status) Customer desires a professional-grade tool to align with their work identity.
Customer Intention: 1. (Intention) Customer intends to purchase a dedicated oil filter wrench. 2. (Intention) Customer intends to evaluate if the multi-functionality compromises its primary purpose. 3. (Intention) Customer intends to verify if the product meets professional standards. 4. (Intention) Customer intends to assess the practicality of having two pieces.


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: platinum rings for women emerald
Product: Shop LC May Birthstone Jewelry Green Emerald Engagement Solitaire Ring 925 Sterling Silver Platinum Plated Wedding Birthday Gifts For Women Size 10 Cttw 0.5

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) Platinum is a premium and durable metal for jewelry. 2) Emerald is the required gemstone, possibly for birthstone or aesthetic purposes. 3) The ring must be designed for women (size and style). 4) The product is intended for special occasions like engagements or weddings.
Customer Desire: Customer desires: 1) Social status (Desire 14 - need for significance via premium materials like platinum). 2) Order (Desire 8 - need for conventional engagement/wedding jewelry standards). 3) Curiosity (Desire 2 - need to confirm product specifications match the query).
Customer Intention: Customer intends: 1) Purchase a genuine platinum ring. 2) Ensure the ring features a natural emerald. 3) Verify the ring is sized and styled for women. 4) Confirm suitability for formal occasions like engagements.


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: wkrp in cincinnati t shirt
Product: First Annual WKRP Thanksgiving Day Turkey Drop T-Shirt WKRP in Cincinnati Dark Heather

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 query is seeking a t-shirt related to the show 'WKRP in Cincinnati'. 2. Customer believes the product title includes the exact phrase 'WKRP in Cincinnati'. 3. Customer believes the product references a specific episode or event (Turkey Drop) from the show. 4. Customer believes the color 'Dark Heather' is part of the product specifications.
Customer Desire: 1. Customer desires a t-shirt that accurately represents their affinity for the show (Honor). 2. Customer desires a product that reflects their knowledge of specific show references, enhancing social standing (Social Status). 3. Customer desires to fulfill curiosity about the product’s alignment with the show’s themes (Curiosity). 4. Customer desires to save time by finding an exact match (Saving).
Customer Intention: 1. Customer intends to verify if the product title matches the query’s core keyword 'WKRP in Cincinnati'. 2. Customer intends to confirm whether the additional details (e.g., 'Turkey Drop') align with their expectations. 3. Customer intends to assess if the product’s design and color meet their preferences. 4. Customer intends to compare this product with others to ensure it is the most relevant option.


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: italian cookies from italy
Product: Matilde Vicenzi Roma Gift Tin | Assortment of Patisseries, Pastries, Cookies | Made in Italy | 32oz (907g) Decorative Tin

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 made in Italy (stated in the title). 2. Customer believes the product contains cookies (listed in the title as 'Cookies'). 3. Customer believes the brand 'Matilde Vicenzi' is associated with Italian authenticity. 4. Customer believes the decorative tin implies a gift-quality product.
Customer Desire: 1. Customer desires authenticity (Honor: faithfulness to Italian origin). 2. Customer desires high-quality Italian cookies (Idealism: quality expectations). 3. Customer desires a product suitable for gifting (Social Contact: relationship-building through gifts). 4. Customer desires assurance of origin (Order: trust in established labels like 'Made in Italy').
Customer Intention: 1. Customer intends to purchase authentic Italian cookies. 2. Customer intends to verify the product’s Italian origin. 3. Customer intends to ensure the product meets quality standards. 4. Customer intends to use the product as a gift or premium item.


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: areo press filters
Product: Unbleached Coffee Filters Paper, Universal Replacement Coffee Filter for AeroPress, Compatible with Coffee Maker, Round Paper Filters, Natural Brown 500 Pieces (Coffee Filters Paper-Natural Brown)

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 designed for AeroPress coffee makers. (2) The product is a universal replacement, which may imply compatibility but not official endorsement. (3) The filters are unbleached and natural brown, which might align with environmental preferences. (4) The product includes 500 pieces, suggesting long-term use.
Customer Desire: Customer desires: (1) Order (Desire: Order) - A product that fits their AeroPress setup seamlessly. (2) Saving (Desire: Saving) - A durable, long-lasting solution to avoid frequent repurchases. (3) Idealism (Desire: Idealism) - Environmentally friendly materials (unbleached filters). (4) Tranquility (Desire: Tranquility) - Security in product compatibility and reliability.
Customer Intention: Customer intends: (1) Confirm compatibility with their AeroPress. (2) Verify if the filters meet their quality standards. (3) Ensure the unbleached material does not affect coffee taste. (4) Compare the product with other AeroPress-specific filters.


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: burts bees baby lotion
Product: Baby Shampoo & Wash, Burt's Bees Sensitive Body Care, Unscented, Fragrance & Tear Free, All Natural, 21 Ounce

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) Burt's Bees is a trusted brand for natural baby products. (2) The product is from Burt's Bees, aligning with the brand mentioned in the query. (3) The product is labeled for sensitive skin and fragrance-free, which are desirable traits for baby care. (4) The product is a shampoo/wash, not a lotion, which is the primary query focus.
Customer Desire: Customer desires: (1) Tranquility (need for safety and protection) via hypoallergenic, natural ingredients. (2) Curiosity (need to confirm product suitability for their baby). (3) Idealism (preference for environmentally friendly/natural products). (4) Family (need to care for their child effectively).
Customer Intention: Customer intends: (1) Verify if the shampoo/wash can substitute for lotion. (2) Check compatibility with other Burt’s Bees lotions. (3) Compare product attributes (e.g., unscented, natural) to lotion requirements. (4) Consider purchasing the shampoo/wash alongside a lotion for a complete routine.


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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: 18 inch heavy duty bed frame
Product: Zinus Van 16 Inch Metal Platform Bed Frame with Steel Slat Support / Mattress Foundation, Queen

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) An 18-inch height is critical for their bed frame. 2) Heavy-duty construction is necessary for durability. 3) The product title must explicitly match the requested specifications. 4) Queen size is required for their mattress.
Customer Desire: Customer desires: 1) Order (need for precise specifications to ensure compatibility). 2) Tranquility (need for a secure and stable bed frame). 3) Power (need to control the outcome by adhering to exact requirements). 4) Independence (need to self-select a reliable product).
Customer Intention: Customer intends: 1) Verify if the product’s height matches 18 inches. 2) Confirm the bed frame’s heavy-duty construction. 3) Ensure the product is compatible with a queen mattress. 4) Compare the product’s specifications to their requirements.


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: rolling beach bag cooler
Product: Columbia Crater Peak 50 Can Rolling Thermal Pack with All Terrain Cart, 80 lb. Capacity , Blue

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 rolling cooler. 2. Customer believes the product is suitable for beach use. 3. Customer believes the product has thermal insulation. 4. Customer believes the product is a bag-style carrier.
Customer Desire: 1. Customer desires a product that fulfills practical needs (Order). 2. Customer desires a product that aligns with social status (Social Status). 3. Customer desires independence in transporting items (Independence). 4. Customer desires tranquility through reliable performance (Tranquility).
Customer Intention: 1. Customer intends to purchase a rolling cooler for outdoor use. 2. Customer intends to ensure the product can handle beach terrain. 3. Customer intends to keep beverages/food cold. 4. Customer intends to carry items conveniently.


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: my little pony costume for girls 7-8
Product: Sunny Starscout Costume for Girls, Official My Little Pony Tutu Dress Character Outfit, Classic Kids Size Medium (7-8)

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 an official My Little Pony costume. 2. Customer believes the product is designed for girls aged 7-8. 3. Customer believes the product includes a tutu dress. 4. Customer believes the product represents a specific My Little Pony character (Sunny Starscout).
Customer Desire: 1. Customer desires **Family** (to fulfill their child’s need for a themed costume). 2. Customer desires **Order** (to ensure the product matches the specified age/size and theme). 3. Customer desires **Acceptance** (to ensure the costume aligns with social expectations of authenticity). 4. Customer desires **Curiosity** (to confirm the product’s adherence to the My Little Pony brand).
Customer Intention: 1. Customer intends to verify the product’s official My Little Pony branding. 2. Customer intends to confirm the size (7-8) matches their child. 3. Customer intends to ensure the design (tutu dress, Sunny Starscout) aligns with expectations. 4. Customer intends to check if the costume is a complete outfit.


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: sewing box hardware
Product: MOSILVERON 11" 100N/23Lbs Soft Open & Down Lid Support,Safety Lift Support, Gas Struts, Gas Spring, Gas Shock, Lid Hinge for Tool Box, Toy Box, Storage Chest/Trunk/Bench, Upward Opening Cabinet

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 hardware component for sewing boxes. 2. Customer believes the product may include hinges or supports for sewing box lids. 3. Customer believes the product could be compatible with sewing box dimensions. 4. Customer believes the product might not be explicitly designed for sewing boxes.
Customer Desire: 1. Customer desires a functional hardware component for a sewing box (Order). 2. Customer desires a cost-effective solution (Saving). 3. Customer desires a product that ensures safety and durability (Tranquility). 4. Customer desires a substitute for specialized sewing box hardware (Independence).
Customer Intention: 1. Customer intends to verify if the product fits sewing box specifications. 2. Customer intends to use the product as a substitute despite mismatched labeling. 3. Customer intends to compare dimensions/functionality with sewing box requirements. 4. Customer intends to seek alternative products if this is irrelevant.


assistant

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