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: here for a good time not a long
Product: Majestic Pure Himalayan Salt Body Scrub with Lychee Oil, Exfoliating Salt Scrub to Exfoliate & Moisturize Skin, Deep Cleansing - 10 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) 'a good time' refers to immediate pleasure or indulgence, 2) skincare products like scrubs are primarily functional rather than recreational, 3) 'not a long' implies short-term enjoyment rather than long-term benefits, 4) the product’s exfoliating/moisturizing features are unrelated to leisure.
Customer Desire: Customer desires: 1) Romance (sensory pleasure via enjoyable experiences), 2) Tranquility (relaxation/stress relief), 3) Physical Activity (self-care rituals), 4) Curiosity (novelty in personal care).
Customer Intention: Customer intends: 1) Find a product for instant gratification, 2) Prioritize leisure over utility, 3) Seek sensory indulgence (e.g., scent/texture), 4) Avoid time-consuming routines.


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: pravana the perfect blonde purple toning masque
Product: Pravana The Perfect Blonde Purple Toning Shampoo And Conditioner 33 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) the query specifies a 'toning masque' for blonde hair. (2) the product title mentions 'shampoo and conditioner,' not a masque. (3) purple toning products are used to neutralize brassy/yellow tones in blonde hair. (4) Pravana is a trusted brand for hair care products.
Customer Desire: Customer desires: (1) Curiosity (to achieve effective toning results for blonde hair). (2) Social status (to maintain hair appearance and confidence). (3) Tranquility (to avoid hair damage from incorrect products). (4) Order (to follow a structured hair care routine with specialized products).
Customer Intention: Customer intends: (1) to purchase the exact product (masque) mentioned in the query. (2) to find a functional substitute if the masque is unavailable. (3) to verify if the shampoo/conditioner can provide similar toning benefits. (4) to combine the shampoo/conditioner with a masque for enhanced results.


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: 10 year out belt without buckle
Product: Nylon Military Tactical Men Belt 2 Pack Webbing Canvas Outdoor Web Belt with Plastic Buckle,Fits Pant up to 45 Inch, 2-Black&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: Customer believes: (1) the product includes a plastic buckle, which contradicts the 'without buckle' query; (2) the product's nylon/webbing material may not guarantee 10-year durability; (3) the term 'tactical' suggests a specific use case not mentioned in the query; (4) the product’s 2-pack offering might not align with a single long-term use requirement.
Customer Desire: Customer desires: (1) Independence (Desire 7) - to find a belt that matches their exact specifications (no buckle); (2) Order (Desire 8) - a product that ensures long-term reliability (10-year durability); (3) Saving (Desire 12) - a belt that avoids frequent replacements; (4) Tranquility (Desire 15) - confidence in the product’s durability and suitability.
Customer Intention: Customer intends: (1) to prioritize a belt without any buckle; (2) to avoid products with buckles even if other features align; (3) to seek belts explicitly labeled as 'buckle-free'; (4) to verify product descriptions for durability claims.


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: emergency vehicle lights
Product: 2 in 1 Red White Emergency Flashing LED Traffic Advisor Strobe Light Bar for Volunteer Firefighter First Responder Vehicles Trucks POV Interior Safety Warning

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) emergency vehicle lights are critical for safety and visibility; (2) the product is designed for emergency responders like firefighters; (3) red/white flashing LEDs are standard for emergency signaling; (4) compatibility with trucks/POVs ensures practical use.
Customer Desire: Customer desires: (1) Tranquility (need for security during emergencies); (2) Order (need for reliable, established safety equipment); (3) Honor (need to align with first responder values); (4) Social Status (need for professional recognition).
Customer Intention: Customer intends: (1) Confirm the product meets emergency vehicle standards; (2) Verify compatibility with their vehicle type; (3) Ensure high visibility in emergencies; (4) Check if it fulfills all functional requirements for first responders.


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: sure grip boots for dogs
Product: GRIP MASTER Durable Natural Rubber Doormats, 35x23, Waterproof Boot Scraper Mats, Heavy Duty Indoor Outdoor Large Size Door Mat for Winter Snow, Low-Profile Easy Clean, Brown Must Love Dogs

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 doormat, not boots for dogs. (Belief) (2) the product is designed to clean or scrape boots. (Belief) (3) the product’s material (natural rubber) and durability may relate to grip. (Belief) (4) the phrase 'Must Love Dogs' in the title might imply a connection to pets. (Belief)
Customer Desire: Customer desires: (1) to protect their dog’s paws (Desire: Family). (2) to ensure their dog’s safety on slippery surfaces (Desire: Tranquility). (3) to maintain cleanliness (Desire: Order). (4) to find a product explicitly designed for dogs (Desire: Curiosity).
Customer Intention: Customer intends: (1) to purchase boots with grip for their dog. (Intention) (2) to ensure the product is dog-specific. (Intention) (3) to prioritize durability and functionality. (Intention) (4) to avoid irrelevant or misleading products. (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: game if thrones books
Product: Ice on Fire

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 are searching for 'Game of Thrones' books (due to the typo 'if thrones'). 2. Customer believes the product 'Ice on Fire' might be related to the 'Game of Thrones' series. 3. Customer believes the product title could be a variant or spin-off of the original series. 4. Customer believes the product may not directly match their query but could still fulfill their need.
Customer Desire: 1. Customer desires to satisfy curiosity (Desire 2: need to gain knowledge) about the 'Game of Thrones' books. 2. Customer desires order (Desire 8: need for prepared, established environments) by finding a product that matches their expectations. 3. Customer desires social status (Desire 14: need for social significance) through ownership of a culturally relevant series. 4. Customer desires independence (Desire 7: need to be self-reliant) by making an informed purchase decision.
Customer Intention: 1. Customer intends to verify if 'Ice on Fire' is part of the 'Game of Thrones' series. 2. Customer intends to compare the product title with known 'Game of Thrones' books. 3. Customer intends to seek additional information to resolve ambiguity. 4. Customer intends to abandon the product if it is irrelevant.


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: mane choice vitamins for hair
Product: SugarBearHair Vitamins, Vegan Gummy Hair Vitamins with Biotin, Vitamin D, Vitamin B-12, Folic Acid, Vitamin A (1 Month Supply)

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) Hair vitamins are essential for improving hair health. (2) Specific vitamins like Biotin, Vitamin D, and B-12 are beneficial for hair growth. (3) Vegan products align with ethical or dietary preferences. (4) Gummy supplements are easier to consume than pills.
Customer Desire: Customer desires: (1) **Curiosity** (to gain knowledge about effective hair vitamins). (2) **Idealism** (to support vegan products as a socially conscious choice). (3) **Tranquility** (to feel secure about using a safe, high-quality product). (4) **Order** (to find a prepared, reliable solution for hair care).
Customer Intention: Customer intends: (1) To purchase a hair vitamin product containing Biotin, Vitamin D, and B-12. (2) To prioritize vegan-friendly options. (3) To select a product with a convenient format (e.g., gummies). (4) To ensure the product is reputable and trustworthy.


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: strathmore sketchbook smooth brist
Product: Strathmore (362-11) 300 Series Mixed Media Pad, 11"x14", 40 Sheets , 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) Strathmore is a reputable brand for art supplies. (2) A 'sketchbook' implies paper suitable for sketching. (3) 'Smooth brist' likely refers to smooth Bristol paper texture. (4) The product must match the size and paper type specified in the query.
Customer Desire: Customer desires: (1) Order (need for a product that matches exact specifications). (2) Curiosity (need to confirm product details align with requirements). (3) Tranquility (need for confidence in product quality). (4) Social status (implicit desire for a trusted brand).
Customer Intention: Customer intends: (1) Verify if the product is a sketchbook with smooth Bristol paper. (2) Check if the product specifications (e.g., size, sheet count) align with expectations. (3) Compare the term 'Mixed Media Pad' to 'sketchbook' for functional equivalence. (4) Determine if the product can substitute a dedicated sketchbook.


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: my chemical romance vinyl
Product: The Black Parade (Explicit)(2LP w/D-Side Etching)

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) 'My Chemical Romance' is a band. (2) 'The Black Parade' is an album by My Chemical Romance. (3) The product is a vinyl record. (4) The product includes a specific edition (2LP w/D-side etching).
Customer Desire: Customer desires: (1) **Curiosity** (to confirm the product matches their interest in My Chemical Romance). (2) **Saving** (to collect a vinyl edition of their favorite band). (3) **Social status** (to own a special/limited edition). (4) **Order** (to ensure the product aligns with their expectations of a vinyl record).
Customer Intention: Customer intends: (1) Purchase the product if it matches the query. (2) Verify the album’s authenticity and edition details. (3) Compare the product with other My Chemical Romance vinyls. (4) Seek additional information if uncertain.


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: chicago cubs tshirt
Product: AMERICAN NEEDLE 1973 Cubs Logo Blue T-Shirt (X-Large)

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

Customer Belief: Customer believes: (1) The product is a Chicago Cubs-themed t-shirt. (Belief) (2) The product includes the official Cubs logo. (Belief) (3) The product is available in X-Large size. (Belief) (4) The color (blue) aligns with the team's traditional colors. (Belief)
Customer Desire: Customer desires: (1) Social status (Desire 14) - to display team loyalty and affiliation. (Desire) (2) Honor (Desire 5) - to support the team's legacy and values. (Desire) (3) Curiosity (Desire 2) - to verify product authenticity and design accuracy. (Desire) (4) Order (Desire 8) - to trust a reputable brand like AMERICAN NEEDLE. (Desire)
Customer Intention: Customer intends: (1) Purchase the product if it fully matches the query. (Intention) (2) Consider it as a substitute if minor discrepancies exist. (Intention) (3) Seek alternatives if design/year (1973) conflicts with preferences. (Intention) (4) Reject if unrelated to the Chicago Cubs. (Intention)


assistant

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