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

Query: waterproof wire connectors
Product: Kuject 160PCS Solder Seal Wire Connectors Kit, Waterproof Solderless Heat Shrink Butt Terminal Insulated Electrical Butt Splice for Automotive Marine Boat Wire Joint

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 waterproof wire connectors are essential for preventing water damage in electrical connections. (B1) 2. Customer believes solderless connectors are easier and faster to install compared to traditional soldering. (B2) 3. Customer believes the product’s compatibility with automotive, marine, and boat applications ensures durability in harsh environments. (B3) 4. Customer believes heat shrink insulation provides reliable waterproofing and long-term protection. (B4)
Customer Desire: 1. Customer desires Order (need for prepared, reliable solutions) to ensure secure and leak-proof electrical connections. (D1) 2. Customer desires Tranquility (need for security) to avoid water-related electrical failures. (D2) 3. Customer desires Independence (need for self-reliance) to complete installations without professional help. (D3)
Customer Intention: 1. Customer intends to purchase a waterproof connector that explicitly meets the query’s specifications. (I1) 2. Customer intends to prioritize solderless designs for ease of use. (I2) 3. Customer intends to verify compatibility with their specific use case (e.g., marine environments). (I3) 4. Customer intends to ensure the product offers long-term reliability. (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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: goodthreads corduroy pants men
Product: Amazon Brand - Goodthreads Men's Slim-Fit Modern Comfort Stretch Chino Pant, Brown Herringbone Windowpane, 36W x 31L

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) Goodthreads is a trusted brand for men's pants. (2) Corduroy is a specific material/texture they want. (3) Chino pants are a different category from corduroy pants. (4) Slim-fit and stretch features might align with their style preferences.
Customer Desire: Customer desires: (1) Curiosity (to acquire accurate product knowledge about material type). (2) Social status (to wear pants that match their style/image). (3) Order (to find pants that strictly match the query specifications). (4) Independence (to make a confident purchase decision).
Customer Intention: Customer intends: (1) Confirm if the product is corduroy. (2) Verify if the brand matches. (3) Assess if the style (slim-fit) aligns with their needs. (4) Check size availability (36W x 31L).


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: evp extreme pre workout
Product: Bucked Up Pre Workout 6 Grams Citrulline, 2 Grams Beta Alanine, and 3 Other Registered trademarked Ingredients (Watermelon)

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 'EVP Extreme Pre Workout' refers to a specific product with unique ingredients. (B1)
2. Customer believes the product title 'Bucked Up Pre Workout' does not explicitly mention 'EVP Extreme'. (B2)
3. Customer believes ingredients like Citrulline and Beta Alanine are critical for a pre-workout's effectiveness. (B3)
4. Customer believes registered trademarked ingredients (e.g., 3 listed) indicate quality or uniqueness. (B4)
Customer Desire: 1. Customer desires a pre-workout that matches the exact specifications of 'EVP Extreme' (Desire: Order - need for a prepared, established product). (D1)
2. Customer desires effective performance enhancement (Desire: Curiosity - need to gain knowledge about product efficacy). (D2)
3. Customer desires assurance of product quality (Desire: Tranquility - need for security in product choice). (D3)
4. Customer desires alignment with trusted brands (Desire: Social Status - need for socially recognized products). (D4)
Customer Intention: 1. Customer intends to verify if 'Bucked Up Pre Workout' matches the 'EVP Extreme' specifications. (I1)
2. Customer intends to compare ingredient lists for overlap. (I2)
3. Customer intends to assess if the product can substitute 'EVP Extreme'. (I3)
4. Customer intends to confirm brand authenticity. (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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: reecho thick clip in hair extensions
Product: REECHO Wavy Wave Hair Extensions 20" 5 Clips in on Synthetic Hairpieces for Women - Medium Ash Brown

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 'REECHO', matching the query. 2. Customer believes the product uses 'clip-in' attachments, aligning with the query's 'clip in' specification. 3. Customer believes the product does not explicitly mention 'thick' hair texture, which is a key query requirement. 4. Customer believes the product's 'wavy wave' style might not align with their preference for thickness.
Customer Desire: 1. Customer desires **Order** (Reiss's 8th desire) to ensure the product matches all specified requirements. 2. Customer desires **Social Status** (14th desire) to achieve a desired aesthetic appearance. 3. Customer desires **Saving** (12th desire) to avoid purchasing multiple products by finding an exact match. 4. Customer desires **Independence** (7th desire) to confidently select a product that meets their needs without compromise.
Customer Intention: 1. Customer intends to verify if the product meets the 'thick' texture requirement. 2. Customer intends to confirm the clip-in mechanism matches their expectations. 3. Customer intends to prioritize brand consistency (REECHO). 4. Customer intends to assess whether the 'wavy wave' style can functionally substitute for thickness.


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: cold blue for metal
Product: 24" or 36" Tattered Thin Blue Line American Flag Metal Wall Art | 14 gauge cold rolled steel | Made in the USA

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 'cold blue' refers to a specific type of metal treatment or color. 2. Customer believes the product must be made of metal (e.g., steel). 3. Customer believes 'cold blue' might relate to durability or aesthetic properties. 4. Customer believes the product should align with patriotic or law enforcement symbolism (Thin Blue Line).
Customer Desire: 1. Customer desires Order (need for a product that matches precise specifications like material and color). 2. Customer desires Social Status (need to display a symbol like the Thin Blue Line for social significance). 3. Customer desires Honor (need to uphold values like patriotism or support for law enforcement). 4. Customer desires Idealism (need to support a social cause through the product).
Customer Intention: 1. Customer intends to verify if the product uses 'cold rolled steel' (matches 'cold blue for metal'). 2. Customer intends to confirm the blue design aligns with the Thin Blue Line symbolism. 3. Customer intends to ensure the product is made in the USA (honoring national pride). 4. Customer intends to assess if the product’s dimensions (24" or 36") suit their wall space.


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: timberland men's cross mark pt chukka nubuck boots
Product: Timberland Men's Classic 2-Eye Boat Shoe, Rootbeer/Brown, 9 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: Customer believes: (1) The query specifies 'chukka boots', which are ankle-high boots with specific lacing. (2) The product is a 'boat shoe', a different footwear category. (3) 'Nubuck' material in the query may not match the boat shoe's material. (4) The product title lacks 'Cross Mark PT' model reference.
Customer Desire: Customer desires: (1) Order (need for precise match to query specifications). (2) Independence (need to acquire the exact product they want). (3) Curiosity (need to confirm product details). (4) Social status (need to own the intended Timberland product).
Customer Intention: Customer intends: (1) Verify if the product matches the query’s model, type, and material. (2) Compare features of the boat shoe with chukka boots. (3) Seek alternatives if mismatched. (4) Reject the product if 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: evp extreme pre workout
Product: Pre Workout Powder; KAGED MUSCLE Preworkout for Men & Pre Workout Women, Delivers Intense Workout Energy, Focus & Pumps; One of The Highest Rated Pre-Workout Supplements, Grape, Natural Flavors

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 'evp extreme pre workout' refers to a high-intensity pre-workout supplement. Customer believes the product title includes key attributes like 'extreme', 'intense energy', and 'highest rated', which align with their expectations. Customer believes the product is designed for both men and women. Customer believes the product’s focus on 'pumps' and 'energy' matches their workout goals.
Customer Desire: Customer desires a pre-workout that delivers extreme energy and focus (Physical Activity). Customer desires a product with high social validation (Social Status, due to 'highest rated'). Customer desires reliability and effectiveness (Tranquility). Customer desires control over their workout performance (Power).
Customer Intention: Customer intends to verify if the product matches the 'extreme' intensity of EVP. Customer intends to compare the product’s features (e.g., energy, pumps) with their expectations. Customer intends to check reviews or ratings for confirmation. Customer intends to consider the product as a potential substitute if it meets core needs.


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: 13.5 reasons why not to be a liberal
Product: Funny Did You Eat The Last Unicorn Dinosaur 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 the product title is unrelated to political or ideological content. 2. Customer believes the product is intended for humor rather than serious political discourse. 3. Customer believes the query seeks a product critiquing liberalism. 4. Customer believes the product’s design (unicorn/dinosaur) lacks ideological messaging.
Customer Desire: 1. **Idealism** (Desire 6): Customer desires to promote or critique a specific ideology (anti-liberalism). 2. **Independence** (Desire 7): Customer desires to express individuality through ideological alignment. 3. **Power** (Desire 10): Customer desires to influence others’ views on liberalism. 4. **Social Status** (Desire 14): Customer desires to signal social/political identity through the product.
Customer Intention: 1. Customer intends to purchase a product that aligns with their political stance. 2. Customer intends to use humor to convey ideological criticism. 3. Customer intends to find a functional substitute for direct political messaging. 4. Customer intends to disregard relevance and prioritize unrelated humor.


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

Query: sewing screwdriver set
Product: Screwdriver Sets 100-Piece, Magnetic Tips & Bit, Professional Repair Tool,Plastic Racking. Ideal Tool Gift. Happy Thanksgiving Day

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 'sewing screwdriver set' refers to tools specialized for sewing machine repairs or fabric-related tasks. (2) The product title does not mention sewing-specific features. (3) The product includes general-purpose screwdrivers (magnetic tips, plastic racking) unrelated to sewing. (4) The 'Happy Thanksgiving Day' branding suggests it is marketed as a gift, not a specialized tool.
Customer Desire: Customer desires: (1) **Curiosity** (to confirm if the product meets sewing-specific needs). (2) **Order** (to find a tool that precisely matches their sewing requirements). (3) **Independence** (to complete sewing repairs without relying on mismatched tools). (4) **Power** (to control the quality and suitability of their tools).
Customer Intention: Customer intends: (1) Verify if the product includes sewing-specific screwdrivers. (2) Compare the product’s features with sewing tool requirements. (3) Seek alternative products explicitly designed for sewing. (4) Check reviews or descriptions for sewing-related use cases.


assistant

Answer: D: The product is irrelevant to the query.