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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: christmas tablecloths for rectangle tables 60 x 120 gold
Product: Violet Linen Majestic Damask Design Tablecloth, 60 in x 120 in, Beige

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's dimensions (60x120) match their rectangular table. 2. Customer believes the color 'Beige' may not align with their specified 'gold' preference. 3. Customer believes the 'Damask Design' might not explicitly reflect a Christmas theme. 4. Customer believes linen material may or may not align with their unstated expectations for a Christmas tablecloth.
Customer Desire: 1. Customer desires **Order** (Reiss's #8) to ensure the tablecloth fits their table and environment. 2. Customer desires **Idealism** (Reiss's #6) for a festive, aesthetically cohesive Christmas setup. 3. Customer desires **Social Status** (Reiss's #14) to impress guests with a visually appealing table. 4. Customer desires **Saving** (Reiss's #12) to avoid purchasing additional products if unnecessary.
Customer Intention: 1. Customer intends to verify if the product's size (60x120) matches their table. 2. Customer intends to assess whether the 'Beige' color substitutes acceptably for 'gold'. 3. Customer intends to evaluate if the 'Damask Design' aligns with Christmas aesthetics. 4. Customer intends to determine if the linen material suits their practical or decorative 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: 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: age 4 quad motocross helemt
Product: TCMT Dot Youth & Kids Motocross Offroad Street Helmet Red Spider Motorcycle Youth Helmet Dirt Bike Motocross ATV Helmet+Goggles+Gloves S

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 youth and kids. 2. The product includes a helmet, goggles, and gloves. 3. The product is DOT-certified for safety. 4. The product mentions 'ATV Helmet,' which aligns with 'quad motocross.'
Customer Desire: Customer desires: 1. Safety for their child (Tranquility). 2. A helmet that fits a 4-year-old (Order). 3. A product that reflects quality (Social Status). 4. Value for money with bundled accessories (Saving).
Customer Intention: Customer intends: 1. Confirm if the helmet is suitable for a 4-year-old. 2. Verify DOT certification. 3. Assess the inclusion of goggles/gloves. 4. Check if 'Youth & Kids' sizing includes age 4.


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: free people bandeau bra
Product: Free People Womens Malinda Lace Wireless Bandeau Bra Pink 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: 1. Customer believes the product is from the brand 'Free People'. 2. Customer believes the product is a 'bandeau bra'. 3. Customer believes the product is wireless. 4. Customer believes the product has a pink color and size M.
Customer Desire: 1. Customer desires Order (need for a product that matches their exact specifications). 2. Customer desires Independence (need to select a specific style that aligns with their preferences). 3. Customer desires Social Status (need to acquire a branded product). 4. Customer desires Saving (need to ensure the product is worth purchasing).
Customer Intention: 1. Customer intends to verify if the product matches the brand and style specified in the query. 2. Customer intends to confirm the product’s wireless feature. 3. Customer intends to assess if the color and size meet their requirements. 4. Customer intends to determine if the product can fully substitute their desired specifications.


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: american eagle button down shirts
Product: YTD Mens 100% Cotton Casual Slim Fit Long Sleeve Button Down Printed Dress Shirts (US Small, T-Wine 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: 1. Customer believes 'American Eagle' refers to a specific brand. (B1) 2. Customer believes 'button down shirts' refers to the style with collars fastened by buttons. (B2) 3. Customer believes the product should explicitly mention 'American Eagle' as the brand. (B3) 4. Customer believes the product should align with the casual, youthful aesthetic associated with American Eagle. (B4)
Customer Desire: 1. Customer desires social status (Desire 14) by purchasing a recognized brand. 2. Customer desires order (Desire 8) by finding a product that matches the query specifications. 3. Customer desires independence (Desire 7) by selecting a product that reflects their personal style. 4. Customer desires curiosity (Desire 2) to confirm if the product meets their expectations.
Customer Intention: 1. Customer intends to verify if the product is from the American Eagle brand. (I1) 2. Customer intends to check if the product matches the 'button down' style. (I2) 3. Customer intends to assess if the product’s material (100% cotton) and fit (slim) align with their preferences. (I3) 4. Customer intends to compare the product’s aesthetic (casual, printed) with their expectations. (I4)


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: blink home security 5 camera system outdoor
Product: All-New Blink Camera Wall Mount Bracket, Weather Proof 360 Protective Plastic Housing Cover and Adjustable Wall Mount Bracket Indoor Outdoor Home Security Camera System Black(5 Pack)

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 Blink home security camera system; (2) the product includes 5 outdoor cameras; (3) the product is designed for outdoor use with weatherproof features; (4) the product is a complete security system.
Customer Desire: Customer desires: (1) Tranquility (need for security and protection) through a reliable security system; (2) Order (need for a prepared environment) by securing their home; (3) Social status (need for social significance) via owning a reputable security product; (4) Independence (need for self-reliance) by managing home security autonomously.
Customer Intention: Customer intends: (1) to purchase a complete 5-camera outdoor security system; (2) to verify the product includes functional cameras; (3) to ensure the product meets outdoor durability standards; (4) to confirm compatibility with Blink-branded devices.


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: under eye cream for dark circles
Product: Eye Cream for Dark Circles Wrinkles Puffiness and Bags Under Eyes  Anti-Aging Collagen Eye Cream  Day and Night Formula with Caffeine, Dimethicone and Vitamin B  1.7 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 designed to address dark circles, (2) the product also targets wrinkles, puffiness, and bags, which are not explicitly mentioned in the query, (3) ingredients like caffeine and Vitamin B may help reduce dark circles, (4) anti-aging properties (e.g., collagen) are not a direct requirement of the query.
Customer Desire: Customer desires: (1) Social Status (Desire 14) - improve appearance by reducing dark circles; (2) Tranquility (Desire 15) - ensure the product is safe and effective; (3) Independence (Desire 7) - make a confident purchase decision; (4) Curiosity (Desire 2) - verify if the product aligns with their needs.
Customer Intention: Customer intends: (1) confirm if the product specifically targets dark circles, (2) evaluate if additional benefits (e.g., anti-aging) are relevant, (3) compare the product with alternatives focusing solely on dark circles, (4) assess ingredient efficacy for dark circles.


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: trap house decorations
Product: Trap House Flag 3 x 5 Feet Polyester Banner Dorm Banner with Four Brass Grommets for College Party Indoor and Outdoor Decorations

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) 'Trap House' is a specific theme or cultural reference for decorations. (2) Flags are a common type of decoration for indoor/outdoor spaces. (3) The product’s dimensions (3x5 feet) and material (polyester) are suitable for their needs. (4) The product’s mention of 'college party' aligns with the 'trap house' aesthetic or usage context.
Customer Desire: Customer desires: (1) Social status (Desire #14) - to display affiliation with a specific subculture or trend. (2) Order (Desire #8) - to create a themed, prepared environment. (3) Idealism (Desire #6) - to express a cultural or social statement through decor. (4) Social contact (Desire #13) - to enhance social interactions at events using themed decorations.
Customer Intention: Customer intends: (1) To purchase the flag as a primary decoration matching the 'trap house' theme. (2) To use the product for college parties or similar social gatherings. (3) To enhance their indoor/outdoor space with culturally relevant decor. (4) To combine the flag with other trap-themed decorations for a cohesive aesthetic.


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: phillips dimmable led light bulbs
Product: Great Eagle A19 LED Light Bulb, 9W (60W Equivalent), UL Listed, 3000K (Soft White), 800 Lumens, dimmable, Standard Replacement (4 Pack)

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) Phillips is a trusted brand for LED bulbs. (2) Dimmable functionality is essential. (3) LED technology is required for energy efficiency. (4) Product specifications like wattage (e.g., 60W equivalent) and color temperature (e.g., 3000K) matter.
Customer Desire: Customer desires: (1) Order (need for a product that matches precise specifications). (2) Power (need to control lighting ambiance via dimming). (3) Tranquility (need for safety assurance, e.g., UL certification). (4) Saving (need for energy-efficient, long-lasting bulbs).
Customer Intention: Customer intends: (1) To purchase a Phillips-branded bulb. (2) To ensure the bulb is dimmable. (3) To verify technical specifications (e.g., 9W/60W equivalent, 3000K color). (4) To compare alternative brands if Phillips is unavailable.


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: men's leather slippers
Product: UGG mens Ascot Slipper, Black Leather, 10 US

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 designed for men. 2. Customer believes the product is made of leather. 3. Customer believes the product is a slipper. 4. Customer believes the product is available in size 10 US.
Customer Desire: 1. Customer desires a product that aligns with their need for **tranquility** (secure, comfortable footwear). 2. Customer desires a product that fulfills **social status** (UGG is a reputable brand). 3. Customer desires **order** (a prepared, conventional product matching their specifications). 4. Customer desires **independence** (self-reliant choice of a durable product).
Customer Intention: 1. Customer intends to purchase men’s leather slippers. 2. Customer intends to verify the product’s material and design. 3. Customer intends to ensure the product meets size requirements. 4. Customer intends to confirm the brand’s reliability.


assistant

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