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: otterbox iphone 7
Product: OtterBox COMMUTER SERIES Case for iPhone 8 & iPhone 7 (NOT Plus) - Retail Packaging - BALLET WAY (PINK SALT/BLUSH) (Renewed)

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) OtterBox is a trusted brand for phone cases. (2) The product is designed for iPhone 7. (3) 'Renewed' indicates a refurbished or second-hand product. (4) The color 'Pink Salt/Blush' may not align with their aesthetic preference.
Customer Desire: Customer desires: (1) Protection for their iPhone 7 (Tranquility). (2) A case that fits their iPhone 7 perfectly (Order). (3) Cost-effectiveness (Saving). (4) A product matching their style (Social status/Curiosity).
Customer Intention: Customer intends: (1) Purchase a case explicitly compatible with iPhone 7. (2) Ensure durability and brand reliability. (3) Save money by opting for a renewed product. (4) Avoid mismatched colors/designs.


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: humility andrew murray
Product: Humility: The Path to Holiness

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 'humility andrew murray' refers to a book by Andrew Murray on humility. (Belief)
Customer believes the product title 'Humility: The Path to Holiness' is related to the topic of humility. (Belief)
Customer believes Andrew Murray is a known author on religious/spiritual topics. (Belief)
Customer believes the product may align with their interest in religious or moral teachings. (Belief)
Customer Desire: Customer desires to gain knowledge about humility (Curiosity, Desire 2).
Customer desires to adhere to religious or moral values (Honor, Desire 5).
Customer desires inner peace through spiritual growth (Tranquility, Desire 15).
Customer desires to follow teachings aligned with their ideals (Idealism, Desire 6).
Customer Intention: Customer intends to confirm if the product is authored by Andrew Murray. (Intention)
Customer intends to verify if the product’s content matches their expectations about humility. (Intention)
Customer intends to purchase the product if it aligns with their beliefs. (Intention)
Customer intends to seek alternative options if the product does not meet the author or topic specificity. (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: bulk christmas ornaments
Product: Official 2019 White House Christmas Ornament

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 large quantity of Christmas ornaments for decoration. 2. Customer believes bulk purchases are cost-effective. 3. Customer believes generic or non-specific designs are acceptable. 4. Customer believes bulk ornaments are for widespread use (e.g., events, multiple trees).
Customer Desire: 1. Customer desires to save money (Saving). 2. Customer desires order through sufficient decoration (Order). 3. Customer desires social contact by hosting events requiring decorations (Social contact). 4. Customer desires social status via impressive decor (Social status).
Customer Intention: 1. Customer intends to purchase ornaments in bulk. 2. Customer intends to prioritize affordability. 3. Customer intends to use ornaments for large-scale decoration. 4. Customer intends to avoid limited-edition or single-unit items.


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: haus heavy duty
Product: NYX PROFESSIONAL MAKEUP Epic Ink Liner, Waterproof Liquid Eyeliner, 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 'haus heavy duty' refers to a durable, long-lasting product; Customer believes 'heavy duty' implies high performance or waterproof features; Customer believes the product should be from the Haus brand; Customer believes the product is intended for professional or heavy use.
Customer Desire: Customer desires a product that fulfills the need for Order (Desire 8) by providing a reliable, long-lasting solution; Customer desires a product that aligns with Independence (Desire 7) by ensuring self-reliance through durability; Customer desires a product that satisfies Saving (Desire 12) by reducing the need for frequent replacements; Customer desires a product that meets Tranquility (Desire 15) by offering security in performance.
Customer Intention: Customer intends to find a product matching the 'heavy duty' specification; Customer intends to verify if the product is from the Haus brand; Customer intends to assess if the product's features (e.g., waterproof) align with 'heavy duty'; Customer intends to determine if the product can substitute for a Haus-branded item.


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: marins shirt
Product: Armed Forces Gear Marines The Few The Proud Faded T-Shirt (Red, 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: 1. Customer believes the product is related to the 'Marines' due to the keyword match. 2. Customer believes the product may represent military affiliation or pride. 3. Customer believes the typo 'marins' might refer to 'Marines'. 4. Customer believes the product’s color and size (Red, Large) may or may not align with their preferences.
Customer Desire: 1. Customer desires social status (Desire 14) by affiliating with the Marines’ prestige. 2. Customer desires honor (Desire 5) by supporting military values. 3. Customer desires curiosity (Desire 2) to confirm the product’s relevance. 4. Customer desires tranquility (Desire 15) in ensuring the product meets expectations.
Customer Intention: 1. Customer intends to identify a shirt explicitly linked to the Marines. 2. Customer intends to verify the product’s accuracy despite the typo. 3. Customer intends to ensure the product’s authenticity. 4. Customer intends to check if the color/size matches their needs.


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: its not hoarding if its sneakers
Product: Its Not Hoarding If Its Sneakers T-Shirt

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 that 'hoarding' has a negative connotation and wants to justify sneaker collecting as a legitimate hobby. 2. Customer believes that sneaker collecting is a form of self-expression or identity. 3. Customer believes the phrase 'it's not hoarding if it's sneakers' is humorous or relatable. 4. Customer believes a product reflecting this sentiment would validate their passion.
Customer Desire: 1. Customer desires social acceptance (Desire 1: Acceptance) to have their hobby appreciated. 2. Customer desires social status (Desire 14: Social Status) by aligning with sneaker culture. 3. Customer desires independence (Desire 7: Independence) to assert their unique identity. 4. Customer desires idealism (Desire 6: Idealism) to reframe sneaker collecting as positive.
Customer Intention: 1. Customer intends to purchase a product that humorously validates their sneaker-collecting hobby. 2. Customer intends to express their identity as a sneaker enthusiast. 3. Customer intends to connect with others who share their passion. 4. Customer intends to use the product to justify their hobby socially.


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: light drawing board for toddler
Product: JefDiee Kids Drawing Boards LCD Writing Tablet, 10 Inch Colorful Screen Electronic Learning and Education Drawing Pads Doodle and Scribbler Board Toys Gifts for Girls Boys (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 lightweight and easy for toddlers to handle, 2) the product is designed for toddlers' use, 3) the product is intended for drawing/creative activities, 4) the product prioritizes safety for young children.
Customer Desire: Customer desires: 1) Family (to provide a tool for their toddler’s development), 2) Curiosity (to encourage learning and creativity), 3) Order (to ensure a safe and structured play environment), 4) Saving (to invest in a durable, long-lasting product).
Customer Intention: Customer intends: 1) to purchase a lightweight drawing tool for their toddler, 2) to select a product suitable for a toddler’s age and motor skills, 3) to ensure the product is safe and non-toxic, 4) to find an educational toy that fosters creativity.


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: chasing excellence
Product: Chasing Excellence: Real Life Stories from the Streets

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 about pursuing personal excellence, (2) the product includes real-life examples of overcoming challenges, (3) the product may provide motivational insights, (4) the product title directly matches the query phrase 'Chasing Excellence'.
Customer Desire: Customer desires: (2) Curiosity (to gain knowledge about achieving excellence), (10) Power (to control personal growth), (14) Social status (to align with aspirational values), (6) Idealism (to learn about justice in personal success).
Customer Intention: Customer intends: (1) to purchase a product that directly addresses the concept of 'chasing excellence', (2) to learn practical strategies for self-improvement, (3) to gain inspiration from relatable success stories, (4) to validate their pursuit of excellence through documented experiences.


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: old spice beard wash
Product: Old Spice, Sculpting Pomade for Men, Hair Treatment, Spiffy, 2.64 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: 1. Customer believes 'Old Spice' is a trusted brand for grooming products. (B1) 2. Customer believes 'beard wash' is a product specifically for cleansing facial hair. (B2) 3. Customer believes the product title mentions 'Sculpting Pomade' and 'Hair Treatment,' not 'beard wash.' (B3) 4. Customer believes hair and beard products may sometimes overlap in functionality. (B4)
Customer Desire: 1. Customer desires a product that effectively cleanses their beard (D1: Physical activity/Curiosity). 2. Customer desires a product aligned with their grooming routine (D2: Order/Independence). 3. Customer desires hygiene and maintenance of their beard (D3: Tranquility). 4. Customer desires a product from a familiar brand (D4: Social status/Acceptance).
Customer Intention: 1. Customer intends to verify if the pomade can substitute for beard wash (I1). 2. Customer intends to check for alternative Old Spice beard products (I2). 3. Customer intends to use the pomade in combination with a beard wash (I3). 4. Customer intends to abandon the product if it doesn’t meet the query (I4).


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: sunstone rings for women
Product: Sunstone Gemstone Silver Ring, 925 Sterling Silver, Cab Oval, Natural, Unique Gift, Classic Handmade Jewelry, Gift For Her, Healing Power, Split Shank Design Ring, Birthday Gift, Party Wear, Size 5-14

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 sunstone ring, (2) it is designed for women (e.g., 'Gift For Her'), (3) it is made of 925 Sterling Silver, (4) it is available in sizes 5-14, which likely accommodates women's ring sizes.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to own a unique, high-quality ring that enhances social standing; (2) Saving (Desire 12) - to acquire a durable, valuable item; (3) Idealism (Desire 6) - to support handmade or ethically crafted jewelry; (4) Curiosity (Desire 2) - to verify the product’s alignment with 'healing power' claims.
Customer Intention: Customer intends: (1) to purchase a sunstone ring that matches the query specifications; (2) to evaluate if the product’s additional features (e.g., 'healing power') add value; (3) to confirm the size availability fits their needs; (4) to compare the product with alternatives for uniqueness and quality.


assistant

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