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: brooks launch 6
Product: Brooks Womens Launch 6 Running Shoe - Black/Primer/Bel Air Blue - B - 6.5

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 Brooks Launch 6 model. 2. Customer believes the product specifies 'Womens,' which may indicate gender-specific design. 3. Customer believes the product is available in size 6.5. 4. Customer believes the product is a running shoe.
Customer Desire: 1. Customer desires Order (Reiss's #8) to ensure the product matches the exact query specifications. 2. Customer desires Independence (Reiss's #7) to confirm the product aligns with their specific needs. 3. Customer desires Social Status (Reiss's #14) by selecting a trusted brand (Brooks). 4. Customer desires Tranquility (Reiss's #15) to feel secure in the product’s fit and purpose.
Customer Intention: 1. Customer intends to verify if the product matches the exact model (Launch 6). 2. Customer intends to confirm if the gender specification ('Womens') is acceptable. 3. Customer intends to check if the size (6.5) is available. 4. Customer intends to ensure the product category (running shoe) aligns with 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: teen girl clothes 13 years old
Product: Kids Girls Skinny Jeans Denim Ripped Stretchy - Girls Jeans M617 Dark Blue 9-10

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

Customer Belief: 1. Customer believes the product is intended for 'Kids Girls', which may not align with a 13-year-old teen's preferences. 2. Customer believes the size '9-10' might correspond to a younger age group. 3. Customer believes skinny jeans with a ripped design could appeal to teens. 4. Customer believes jeans are a common clothing item for teenage girls.
Customer Desire: 1. Customer desires clothing that aligns with a 13-year-old’s social status (Desire: Social Status). 2. Customer desires age-appropriate sizing (Desire: Order). 3. Customer desires trendy styles to fit peer norms (Desire: Social Contact). 4. Customer desires independence in selecting clothing (Desire: Independence).
Customer Intention: 1. Customer intends to verify if the product’s target age matches a 13-year-old. 2. Customer intends to confirm the size chart corresponds to a teen’s measurements. 3. Customer intends to assess if the style (ripped, skinny) suits a teen’s preferences. 4. Customer intends to avoid products labeled for younger children.


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: 1 inch 3 ring binder without clear pocket
Product: AVERY + Amy Tangerine Designer Collection Binder, 1"Round Rings, 175-Sheet Capacity, Watercolor Rainbow (28322)

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 has 1-inch rings, matching the query. (2) The product's 'round rings' might imply three rings, but this is not explicitly stated. (3) The product lacks a clear pocket, as none is mentioned. (4) The 'designer collection' branding might imply aesthetic features unrelated to functionality.
Customer Desire: Customer desires: (1) Order (need for a binder that meets precise specifications to organize documents). (2) Independence (need to avoid relying on additional products like separate pockets). (3) Curiosity (need to confirm if the product fully aligns with the query). (4) Social status (implicit desire for a product that balances functionality and design).
Customer Intention: Customer intends: (1) Verify if the binder has three rings. (2) Confirm the absence of a clear pocket. (3) Assess if the product can functionally substitute the exact specifications. (4) Determine irrelevance if key criteria are unmet.


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: clear ornament
Product: OJYUDD 20 Pack 80mm Round Clear Plastic Ball Ornaments

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 should be transparent ('clear'). 2. Customer believes the product should be an ornament. 3. Customer believes the product should match the size or shape implied by 'ornament'. 4. Customer believes the product material (plastic) is acceptable.
Customer Desire: 1. Customer desires Order (need for a product that precisely matches the query specifications). 2. Customer desires Saving (need to accumulate functional ornaments efficiently). 3. Customer desires Idealism (need for the product to align with their vision of a 'clear ornament').
Customer Intention: 1. Customer intends to confirm if the product is fully transparent and ornamental. 2. Customer intends to verify if the size (80mm) and shape (round) meet expectations. 3. Customer intends to assess whether the plastic material aligns with their requirements. 4. Customer intends to determine if the 20-pack quantity is suitable.


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: navy pee coat for women
Product: VOGRYE Womens Winter Fashion Outdoor Warm Wool Blended Classic Pea Coat Jacket (7 Days delivery or Refund) (XL, Navy-Thicker)

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. (Belief) Customer believes they need a navy-colored pea coat designed for women. 2. (Belief) Customer believes the product title includes 'navy' and 'pea coat,' aligning with their query. 3. (Belief) Customer believes the product specifies 'Womens Winter Fashion' and 'Navy-Thicker,' which may imply suitability for cold weather. 4. (Belief) Customer believes the product offers a refund policy, reducing purchase risk.
Customer Desire: 1. (Desire: Order) Customer desires a product that matches their precise specifications (navy, pea coat, women’s) to ensure a prepared and predictable outcome. 2. (Desire: Tranquility) Customer desires security in their purchase, reflected in the refund policy. 3. (Desire: Social Status) Customer may desire a fashionable coat to enhance social standing. 4. (Desire: Independence) Customer desires a self-reliant choice that aligns with their needs without compromise.
Customer Intention: 1. (Intention) Customer intends to confirm the product’s alignment with their query (navy, pea coat, women’s). 2. (Intention) Customer intends to evaluate additional features (e.g., thickness, refund policy) for added value. 3. (Intention) Customer intends to prioritize functional accuracy over minor discrepancies. 4. (Intention) Customer intends to finalize the purchase if all core criteria are met.


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: cocktail rings for women size 7
Product: Yuren 925 Sterling Silver Vintage Emerald Ring Blue Sapphire White Topaz Ring Women Wedding Fashion Jewelry Size 6-10 (US Code 7)

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 available in size 7 (US Code 7) as specified in the query. (2) The product is a ring designed for women. (3) The product includes gemstones (emerald, sapphire, topaz) that may align with the aesthetic of a 'cocktail ring.' (4) The product’s title does not explicitly mention 'cocktail ring,' creating ambiguity about its style.
Customer Desire: Customer desires: (1) Order (need for precise size match). (2) Social status (desire for fashionable jewelry to enhance appearance). (3) Curiosity (to confirm if the product meets the 'cocktail ring' criteria). (4) Idealism (expectation that the product title accurately reflects its purpose).
Customer Intention: Customer intends: (1) Verify the product’s size compatibility. (2) Assess whether the design aligns with 'cocktail ring' aesthetics. (3) Determine if the gemstone and vintage style meet their definition of a cocktail ring. (4) Confirm the product’s relevance despite the lack of explicit 'cocktail' labeling.


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

Query: windowless air conditioner portable without hose
Product: 3-in-1 Portable Air Conditioner with Built-in Dehumidifier Function,Fan Mode, Remote Control, Complete Window Mount Exhaust Kit

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 windowless air conditioner should not require a window for installation. (2) A portable air conditioner without a hose is more convenient. (3) The product should eliminate the need for external exhaust systems. (4) A truly windowless AC would not include components like a window mount kit.
Customer Desire: Customer desires: (1) Independence (to avoid reliance on window setups). (2) Order (to simplify installation and usage). (3) Tranquility (to ensure a hassle-free cooling solution). (4) Physical Activity (to minimize effort in setup).
Customer Intention: Customer intends: (1) Verify if the product operates without a window or hose. (2) Check if the included window mount kit contradicts the 'windowless' requirement. (3) Assess whether the product can function as a hose-free unit. (4) Determine if the product’s features align with their expectations.


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: 3xl rash guard for men
Product: Harbor Bay by DXL Big and Tall Swim Rash Guard T-Shirt, Black 3XL

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 available in size 3XL. 2. Customer believes the product is designed for men. 3. Customer believes the product is intended for swimming or water activities. 4. Customer believes the brand 'DXL Big and Tall' specializes in larger sizes.
Customer Desire: 1. Customer desires a rash guard that fits their body size (Independence). 2. Customer desires comfort and protection during physical activities (Tranquility). 3. Customer desires a durable product for long-term use (Saving). 4. Customer desires a product suitable for swimming or outdoor activities (Physical activity).
Customer Intention: 1. Customer intends to purchase a rash guard that matches their size (3XL). 2. Customer intends to use the product for swimming or water sports. 3. Customer intends to trust a brand specializing in big and tall sizes. 4. Customer intends to prioritize functionality (e.g., swim-ready design) over aesthetics.


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: i heard you paint houses by charles brandt
Product: Five Families: The Rise, Decline, and Resurgence of America's Most Powerful Mafia Empires

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) 'I Heard You Paint Houses' by Charles Brandt is a book about Mafia-related activities, specifically contract killings. (2) The phrase 'paint houses' refers to bloodshed from violent acts, as per Mafia slang. (3) The product 'Five Families' focuses on the history and structure of Mafia organizations. (4) The customer may associate both titles with organized crime but perceives differences in scope (e.g., specific hitman accounts vs. broader Mafia history).
Customer Desire: Customer desires: (1) **Curiosity** (to gain knowledge about Mafia operations and history). (2) **Social contact** (to engage with content relevant to popular Mafia narratives for discussions). (3) **Idealism** (to explore themes of social justice or moral ambiguity in organized crime). (4) **Honor** (to understand cultural or clan-based values within Mafia contexts).
Customer Intention: Customer intends: (1) To find a book detailing firsthand accounts of Mafia violence (e.g., hitman stories). (2) To compare the product’s historical analysis with the query’s narrative-driven content. (3) To seek a substitute for the query’s specific focus on contract killings. (4) To use the product as supplementary material despite thematic differences.


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.