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: hairbands for women's hair
Product: Seamless Hair Ties, Szresm 120 Pcs Elastic Hair Bands Ponytail Holders Headband Scrunchies Hair Accessories for Women's Thick Heavy and Curly Hair

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 that the product includes headbands (as 'headband' is mentioned in the title). Customer believes the product is designed for women's hair. Customer believes the product is suitable for thick, heavy, and curly hair types. Customer believes the product offers multiple hair accessories (e.g., scrunchies, ponytail holders) in addition to headbands.
Customer Desire: Customer desires social status (Desire 14: to maintain a neat appearance). Customer desires saving (Desire 12: to accumulate functional hair accessories with 120 pcs). Customer desires order (Desire 8: to keep hair organized and styled). Customer desires independence (Desire 7: to manage their hair without assistance).
Customer Intention: Customer intends to purchase a product that specifically includes hairbands. Customer intends to find durable hair accessories for thick/curly hair. Customer intends to acquire a cost-effective bulk option. Customer intends to use versatile accessories for different hairstyles.


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: cake topper sword pirate
Product: Boost Very High Calorie Nutritional Drink, Very Vanilla, 8 Ounce Box, Pack of 27

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 cake topper is needed for a pirate-themed event; (2) a 'sword pirate' design is essential for the theme; (3) the product title includes 'vanilla,' which is a common cake flavor; (4) the product might relate to baking or decoration due to the word 'topper' in the query.
Customer Desire: Customer desires: (1) Family (Desire 4) - to prepare for a family event like a birthday; (2) Order (Desire 8) - to ensure the event is well-organized with themed decorations; (3) Social Contact (Desire 13) - to create a memorable social experience; (4) Curiosity (Desire 2) - to confirm if the product matches their needs.
Customer Intention: Customer intends: (1) to find a pirate-themed cake topper; (2) to purchase a product that aligns with the event’s theme; (3) to ensure the product is edible or decorative for a cake; (4) to verify the product’s relevance to the query.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: red fabric
Product: 3 Feet 1 Yards-Red-Sequin Fabric, by The Yard, Sequin Fabric, Tablecloth, Linen, for Xmas Decor (Red)

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 red in color, (2) the product is categorized as fabric, (3) sequin material may not align with their implicit expectation of 'fabric' (e.g., plain/textile), (4) the product’s decorative purpose (Xmas decor) might not match their intended use.
Customer Desire: Customer desires: (1) Order (Desire 8 - need for a product that matches their specifications), (2) Independence (Desire 7 - need to select a product that aligns with their unstated requirements), (3) Curiosity (Desire 2 - need to verify if sequin fabric meets their definition of 'fabric'), (4) Tranquility (Desire 15 - need to avoid purchasing an unsuitable product).
Customer Intention: Customer intends: (1) confirm if the product’s material (sequin) is acceptable, (2) assess whether the product’s decorative purpose conflicts with their needs, (3) determine if the product fully satisfies the query’s specifications, (4) consider alternatives if the product partially matches.


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: 10k pearl settings without pearls
Product: LGSY Sterling Silver Enchanted Mermaid Pearl Cage Pendants for Women, Design Pearl Cage Pendants for Pearl Jewelry Making, Essential Oil Diffuser Lockets for Pearl Jewelry

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 pearl cage pendant designed to hold pearls. (B1) 2. Customer believes '10k' refers to gold material, but the product is sterling silver. (B2) 3. Customer believes the product is marketed for jewelry making, implying compatibility with pearls. (B3) 4. Customer believes the absence of 'pearls' in the product title means pearls are not included. (B4)
Customer Desire: 1. Customer desires **independence** (Reiss #7) to create custom pearl jewelry without pre-attached pearls. (D1) 2. Customer desires **order** (Reiss #8) to find a product that strictly matches the '10k' and 'without pearls' specifications. (D2) 3. Customer desires **curiosity** (Reiss #2) to confirm if the cage pendant can functionally replace a 10k pearl setting. (D3)
Customer Intention: 1. Customer intends to verify if the product includes pearls. (I1) 2. Customer intends to confirm the material (sterling silver vs. 10k gold). (I2) 3. Customer intends to assess if the cage design can hold externally sourced pearls. (I3) 4. Customer intends to determine if the product can substitute a 10k setting despite material mismatch. (I4)


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

Query: eagle 1 black and plasticoat wheel cleaner
Product: Aluminum Cleaner & Brightener & Restorer-1 Gallon (128 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) The product is labeled as an aluminum cleaner, not specifically for wheels. (2) The query specifies 'wheel cleaner,' which implies a product designed for wheels. (3) The product’s title does not mention compatibility with 'plasticoat' or 'Eagle 1 Black' brands. (4) Aluminum wheels exist, so the product might still be applicable for wheel cleaning.
Customer Desire: Customer desires: (1) Order (need for a prepared solution matching the query’s specifications). (2) Tranquility (need to ensure the product safely and effectively cleans wheels). (3) Curiosity (need to confirm if the product meets the query’s requirements).
Customer Intention: Customer intends: (1) Verify if the product can substitute a dedicated wheel cleaner. (2) Check compatibility with plasticoat-coated wheels. (3) Use the product in combination with another cleaner if necessary. (4) Reject the product if it fails to meet core requirements.


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: matching set small pots
Product: Plant Pots - 5.5 Inch Cylinder Ceramic Planters with Connected Saucer, Pots for Succuelnt and Little Snake Plants, Set of 4, White

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) they need a matching set of pots; (2) the pots should be small in size; (3) the set should include multiple pots; (4) the pots are intended for small plants like succulents or snake plants.
Customer Desire: Customer desires: (1) Order (need for a coordinated, matching set) (Reiss's Desire #8); (2) Saving (need to accumulate a functional set) (Reiss's Desire #12); (3) Social status (aesthetic appeal for display) (Reiss's Desire #14); (4) Curiosity (to confirm product suitability) (Reiss's Desire #2).
Customer Intention: Customer intends: (1) purchase a matching set of pots; (2) verify the pots’ size and design; (3) ensure the set meets their plant needs; (4) compare alternatives if specifications are unmet.


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: sweatshirt without hood for men
Product: Global Womens Activewear Jackets Hood Mens Zipper Sweatshirts Soft Hoodie 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) the product is a sweatshirt; (2) the product includes a hood (stated in the title as 'Hood' and 'Hoodie'); (3) the product is labeled as 'Womens Activewear'; (4) the product has a zipper, which may not align with the query's implicit preference for a pullover style.
Customer Desire: Customer desires: (1) Order (need for a product matching exact specifications like 'without hood' and 'for men'); (2) Social Status (need for gender-appropriate clothing); (3) Independence (need to avoid compromising on stated requirements); (4) Tranquility (need to avoid confusion or dissatisfaction).
Customer Intention: Customer intends: (1) confirm if the product lacks a hood; (2) verify if the product is designed for men; (3) assess if the product can function as a non-hooded sweatshirt despite the hood; (4) consider alternative products that fully meet the query.


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: crossbody saddle bags for women
Product: cuero 14 Inch Leather Crossbody Satchel Ladies Purse Women, Brown, Size 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) crossbody bags are convenient for hands-free use, (2) 'saddle bags' refer to a specific style with a curved, slouchy design, (3) the product must be designed for women, (4) material (e.g., leather) and size (e.g., medium) are secondary to style and functionality.
Customer Desire: Customer desires: (1) Order (need for a functional, prepared accessory) (Reiss #8), (2) Social status (need for a stylish, socially acceptable bag) (Reiss #14), (3) Independence (need for a practical, self-reliant accessory) (Reiss #7), (4) Saving (need for a durable, long-lasting product) (Reiss #12).
Customer Intention: Customer intends: (1) Find a crossbody bag matching the 'saddle' aesthetic, (2) Ensure the product is explicitly for women, (3) Verify functional features (e.g., size, compartments), (4) Compare the product’s design to the 'saddle bag' archetype.


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: kurig coffee machines
Product: Hamilton Beach 49976 FlexBrew Trio 2-Way Single Serve Coffee Maker & Full 12c Pot, Compatible with K-Cup Pods or Grounds, Combo, 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: 1. Customer believes Keurig coffee machines are known for using K-Cup pods. 2. Customer believes the product title mentions compatibility with K-Cup pods. 3. Customer believes the product is not a Keurig-branded machine. 4. Customer believes the product offers dual functionality (single-serve and full pot).
Customer Desire: 1. Customer desires a coffee machine compatible with K-Cup pods (Curiosity, Order). 2. Customer desires a reliable and versatile coffee maker (Independence, Order). 3. Customer desires a product that aligns with their familiarity with Keurig’s K-Cup system (Honor, Order). 4. Customer desires a cost-effective or multi-functional alternative (Saving, Power).
Customer Intention: 1. Customer intends to find a coffee machine that uses K-Cup pods. 2. Customer intends to prioritize compatibility with existing K-Cup pods. 3. Customer intends to compare features between Keurig and non-Keurig alternatives. 4. Customer intends to evaluate the product’s dual brewing capabilities.


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: boots for toddler boys
Product: Carter's boys Kelso Fashion Boot, Black, 5 Toddler

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 toddler boys. 2) The product is a boot. 3) The product is from Carter's, a brand known for children's clothing. 4) The size '5 Toddler' aligns with typical toddler sizing.
Customer Desire: Customer desires: 1) Family (need to take care of their toddler's footwear needs). 2) Order (need for a product that precisely matches specifications like age, gender, and type). 3) Tranquility (need for secure and protective footwear for their child). 4) Social status (implicit desire for a reputable brand like Carter's).
Customer Intention: Customer intends: 1) Purchase boots specifically for a toddler boy. 2) Verify the product meets age, gender, and functional requirements. 3) Ensure the brand is trustworthy for children's products. 4) Confirm the size is appropriate for their child.


assistant

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