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: xtend bcaa chocolate
Product: XTEND Original BCAA Powder Watermelon Explosion - Sugar Free Post Workout Muscle Recovery Drink with Amino Acids - 7g BCAAs for Men & Women - 30 Servings

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 related to XTEND BCAA supplements. (2) The product should have a chocolate flavor. (3) XTEND is a trusted brand for muscle recovery. (4) BCAA products are essential for post-workout recovery.
Customer Desire: Customer desires: (1) Curiosity - to confirm if the product matches their specific flavor preference (chocolate). (2) Physical activity - to support muscle recovery after workouts. (3) Eating - to enjoy a preferred taste (chocolate) while consuming supplements. (4) Tranquility - to ensure the product meets their health and taste requirements.
Customer Intention: Customer intends: (1) To find a chocolate-flavored XTEND BCAA product. (2) To verify if the listed product matches the flavor in the query. (3) To compare alternatives if the flavor is unavailable. (4) To prioritize flavor accuracy alongside product functionality.


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: hsa eligible products only baby
Product: Neutrogena Deep Clean Purifying Cooling Gel and Exfoliating Face Scrub, 4.2 oz

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) HSA eligible products are health-related items approved for HSA spending. (2) The query specifies 'baby,' implying the product must be intended for infants. (3) Non-HSA eligible or non-baby products are irrelevant. (4) Skincare products like face scrubs are typically for adults, not babies.
Customer Desire: Customer desires: (1) Order (need for compliance with HSA rules). (2) Family (need to prioritize baby-specific products). (3) Curiosity (need to confirm product eligibility and suitability). (4) Tranquility (need to avoid purchasing irrelevant/incorrect items).
Customer Intention: Customer intends: (1) Filter products strictly by HSA eligibility and baby-specific criteria. (2) Verify if the product’s description aligns with the query. (3) Exclude products not explicitly labeled for babies or HSA eligibility. (4) Confirm relevance before purchasing.


assistant

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


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


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

Query: black panther bedding
Product: Marvel Black Panther Tribal 5 Piece Full Bed Set - Includes Comforter & Sheet Set - Super Soft Fade Resistant Polyester - (Official Marvel Product)

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) 'black panther bedding' refers to bedding featuring the Black Panther character or theme. (2) The product should include essential bedding components (e.g., comforter, sheets). (3) The product should be officially licensed to ensure authenticity. (4) The material (e.g., soft, fade-resistant polyester) is important for comfort and durability.
Customer Desire: Customer desires: (1) **Social status** (to own an official Marvel product for prestige). (2) **Order** (a complete, pre-packaged bedding set for convenience). (3) **Curiosity** (to confirm the product’s authenticity and design accuracy). (4) **Tranquility** (to feel secure about quality and durability).
Customer Intention: Customer intends: (1) To purchase bedding that explicitly matches the 'Black Panther' theme. (2) To verify the product’s official Marvel licensing. (3) To ensure the set includes all necessary components (comforter, sheets). (4) To prioritize fade-resistant and soft materials for long-term use.


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: oversized brown zip up hoodie
Product: SOLY HUX Women's Long Sleeve Zip up Drawstring Hoodies Top Sweatshirt with Pocket Coffee Brown M

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 zip-up hoodie (Belief), (2) the product is brown (Belief), (3) the product has a drawstring design (Belief), (4) the product is labeled as size M (Belief).
Customer Desire: Customer desires: (1) Acceptance (need to find a product that matches their style/appearance preferences) (Desire), (2) Order (need for a product that aligns with their specific specifications) (Desire), (3) Curiosity (need to confirm if the product meets all query criteria) (Desire), (4) Independence (need to make a self-reliant purchasing decision) (Desire).
Customer Intention: Customer intends: (1) verify if the product is explicitly labeled as 'oversized' (Intention), (2) confirm the shade of brown matches expectations (Intention), (3) assess if the drawstring design aligns with their preference for a classic hoodie (Intention), (4) evaluate if size M corresponds to an oversized fit (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: 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: outdoor welcome vertical sign
Product: glitzhome 42" H Wooden Welcome Sign Snowman Vertical Porch Sign - Merry Hanging Signs Christmas Decorations for Front Door Wall Display

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

Customer Belief: Customer believes: (1) the product is an outdoor sign suitable for porch display (Belief). (2) the product is vertical in orientation (Belief). (3) the product includes a 'welcome' message (Belief). (4) the product has a seasonal (Christmas) design with a snowman motif (Belief).
Customer Desire: Customer desires: (1) Order (need for a prepared, conventional outdoor decor) (Desire). (2) Social status (need to display a welcoming aesthetic for social significance) (Desire). (3) Idealism (if seasonal alignment matters for social justice in holiday traditions) (Desire). (4) Acceptance (need for a sign that garners appreciation from visitors) (Desire).
Customer Intention: Customer intends: (1) to confirm if the product matches the non-seasonal 'outdoor welcome vertical sign' query (Intention). (2) to assess if the Christmas theme is acceptable despite the query’s generality (Intention). (3) to determine if the product can function as a substitute for a non-holiday-specific sign (Intention). (4) to evaluate if combining it with a neutral sign would resolve mismatched aspects (Intention).


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: roll up organizer
Product: 32 Pocket Tool Roll Organizer - Wrench Organizer & Tool Pouch - Wrench Roll Includes Pouches for 10 Sockets - Roll Up Tool Bag for Electrician, HVAC, Plumber, Carpenter or Mechanic - from Rugged Tool

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) a 'roll up organizer' is a product designed to store and organize tools efficiently. (2) The product should be portable and compact when rolled up. (3) The product should have multiple compartments to hold various tools. (4) The product should be durable for professional use in fields like plumbing or mechanics.
Customer Desire: Customer desires: (1) Order (need for organized storage of tools). (2) Saving (need to accumulate and protect tools efficiently). (3) Independence (need to self-manage tool storage). (4) Power (need to control tool accessibility and organization).
Customer Intention: Customer intends: (1) To purchase a tool organizer that matches the query's specifications. (2) To compare the product with other roll-up organizers. (3) To verify if the product’s pocket count and durability meet their needs. (4) To ensure the product is suitable for their profession (e.g., electrician, mechanic).


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: xtratuf womens salmon
Product: XTRATUF Women's Salmon Sisters 15 In Legacy Boot (25513), Brown (Jellyfish), 10

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 women. (2) The product is part of the 'Salmon' line or related to salmon fishing/activities. (3) The product should match the brand 'XTRATUF'. (4) The product should be available in size 10.
Customer Desire: Customer desires: (1) Acceptance (need for a product that aligns with their expectations). (2) Order (need for a product that precisely matches the query specifications). (3) Curiosity (need to confirm the product’s relevance). (4) Social status (need for a reputable brand like XTRATUF).
Customer Intention: Customer intends: (1) Verify if the product matches the 'Salmon' specification. (2) Confirm the product’s gender-specific design. (3) Ensure the product is from the XTRATUF brand. (4) Check size availability.


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: hoodies black and white
Product: Hanes Men's Full-Zip Eco-Smart Hoodie, Black, Small

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 want a hoodie in black and white colors. 2. Customer believes the product is available in black but not white. 3. Customer believes the product is a full-zip hoodie, which may align with their functional preferences. 4. Customer believes Hanes is a reliable brand offering comfortable clothing.
Customer Desire: 1. Customer desires a hoodie that matches their specified color preference (Order). 2. Customer desires a product that ensures comfort and durability (Tranquility). 3. Customer desires a trusted brand to ensure quality (Social status). 4. Customer desires flexibility in case exact specifications are unavailable (Independence).
Customer Intention: 1. Customer intends to prioritize finding a hoodie in both black and white. 2. Customer intends to consider the product if they compromise on color. 3. Customer intends to verify size and brand reliability. 4. Customer intends to use the product as a substitute if it meets most criteria.


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

Query: black velour outfit
Product: Splendid Little Girls' Kids and Baby Long Sleeve Sweatshirt and Bottom 2 Piece Set, Black, 6X

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 black; (2) the product should be made of velour fabric; (3) the product should be a coordinated outfit (top and bottom); (4) the product is intended for a child (implied by query context).
Customer Desire: Customer desires: (1) Order (need for specific material and color); (2) Social status (desire for a stylish outfit); (3) Family (need to purchase for a child); (4) Curiosity (to confirm product matches expectations).
Customer Intention: Customer intends: (1) Verify the product’s material is velour; (2) Confirm the color is black; (3) Ensure it is a two-piece set; (4) Check size appropriateness for the intended recipient.


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: felt christmas tree for toddlers
Product: HBlife Felt Christmas Tree, 3ft DIY Christmas Decorations Clearance with 26 Pcs Ornaments Wall Decor with Hanging Rope for Kids Xmas Gifts Home Door

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 of soft felt material safe for toddlers. 2. Customer believes the product is a DIY decoration that encourages interactive play. 3. Customer believes the 3ft size is appropriate for toddlers. 4. Customer believes the included 26 ornaments make it ready-to-use.
Customer Desire: 1. Customer desires safety for their toddler (Tranquility). 2. Customer desires an educational/creative activity (Curiosity). 3. Customer desires family bonding through decoration (Family). 4. Customer desires a convenient, pre-decorated solution (Order).
Customer Intention: 1. Customer intends to purchase a toddler-safe Christmas tree. 2. Customer intends to provide an interactive DIY experience. 3. Customer intends to find a size-appropriate tree. 4. Customer intends to avoid purchasing separate ornaments.


assistant

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